From 5e22053f5b2e96058081bbf1eb8a9c5b45500132 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 30 Jul 2014 11:46:42 +0200 Subject: [PATCH 001/344] add release folder --- release/.gitignore | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 release/.gitignore diff --git a/release/.gitignore b/release/.gitignore new file mode 100644 index 000000000..e69de29bb From 01fcc7912bffd5a4b921fa65ac57e85f26688c36 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 30 Jul 2014 11:48:32 +0200 Subject: [PATCH 002/344] add splitrule to ranger call --- R_package/ranger.R | 1 - 1 file changed, 1 deletion(-) diff --git a/R_package/ranger.R b/R_package/ranger.R index 5100038b5..c1c095169 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -329,7 +329,6 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, always.split.variables, use.always.split.variables, status.variable.name, prediction.mode, loaded.forest, sparse.data, replace, probability, splitrule) - replace, probability) if (length(result) == 0) { stop("Internal error.") 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zcCihc#YIki9P9?py5YLMj@GfK{vx^=M{RR=$|Fxhn1&}`!#uV?{YY;iomI^?lwJ+LC&wz_GE-EM&x&>-zNCm=?gIQ=g+bkQ)mJ8yN zdSHH;HN}Q_H5nTMq^1qSMsZ^;hY!-$sLX_x9N1Gb;&RMowW(xrbJ?>DOW8Er!$ugg z1w0e36)gQS7JX!^O6AjyXz{-b+07;aJ6Q>QCezp?Yzk{enl@SpERky#@&`1eok~cg zQ3sKbUUVI#ABtUB0{M7pdXQ708}IHYh*khU{tCAAmWXE>3ey5#Cirqiv2ck$ob-Bd zRktU-2~aaA6Iao{q9I6plRm}1c?{BK(gQ-r7K~cI#;6i8F$4G>pd?1li%CO7ajLq2 zKQYQJ%hqVGS9wwKF1!eo@PEjn>#rs#maC|@QS@Ye`6*c07~Tr}f6Eor<)A*%FY)Tt zPr86_d%y4dIo zHc7+Tk5py8yT$}fU<7Pw(&sP1;4M)7h_-$G-zhKPT~* zeZnpie=TnRrL9)(JO3|y+)CMhZ8S^!ulx9?4Ma}%j(2$m Date: Wed, 30 Jul 2014 16:20:44 +0200 Subject: [PATCH 004/344] change package title and description --- R_package/create_package.R | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/R_package/create_package.R b/R_package/create_package.R index 8c5aabe57..e8fabf3e4 100644 --- a/R_package/create_package.R +++ b/R_package/create_package.R @@ -1,8 +1,8 @@ ## Package infos package.name <- "ranger" -package.title <- "Ranger" -package.description <- paste("Ranger is a fast implementation of Random Forest (tm),", +package.title <- "A fast implementation of Random Forests" +package.description <- paste("Ranger is a fast implementation of Random Forests,", "particularly suited for high dimensional data.", "For now, ensembles of classification, regression and survival trees are supported.", "With Ranger data from Genome-wide association (GWA) studies can be analyzed efficiently.", From c44ba3c3d8aa7a46c16a5a4954dcd1531459a959 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 30 Jul 2014 17:07:09 +0200 Subject: [PATCH 005/344] typos in help files --- R_package/predict.R | 20 ++++++++++---------- R_package/ranger.R | 46 +++++++++++++++++++++++---------------------- 2 files changed, 34 insertions(+), 32 deletions(-) diff --git a/R_package/predict.R b/R_package/predict.R index a78fac3a1..713a57af1 100644 --- a/R_package/predict.R +++ b/R_package/predict.R @@ -38,13 +38,13 @@ ##' @param ... further arguments passed to or from other methods. ##' @return Object of class \code{ranger.prediction} with elements ##' \tabular{ll}{ -##' \code{predictions} \tab Predicted classes/values (only for Classification and Regression) \cr -##' \code{unique.death.times} \tab Unique death times (only for Survival). \cr -##' \code{chf} \tab Estimated cumulative hazard function for each sample (only for Survival). \cr -##' \code{survival} \tab Estimated survival function for each sample (only for Survival). \cr +##' \code{predictions} \tab Predicted classes/values (only for classification and regression) \cr +##' \code{unique.death.times} \tab Unique death times (only for survival). \cr +##' \code{chf} \tab Estimated cumulative hazard function for each sample (only for survival). \cr +##' \code{survival} \tab Estimated survival function for each sample (only for survival). \cr ##' \code{num.trees} \tab Number of trees. \cr ##' \code{num.independent.variables} \tab Number of independent variables. \cr -##' \code{treetype} \tab Type of forest/tree. Classification, Regression or Survival. \cr +##' \code{treetype} \tab Type of forest/tree. Classification, regression or survival. \cr ##' \code{num.samples} \tab Number of samples. ##' } ##' @seealso \code{\link{ranger}} @@ -202,13 +202,13 @@ predict.ranger.forest <- function(object, data, seed = NULL, num.threads = NULL, ##' @param ... further arguments passed to or from other methods. ##' @return Object of class \code{ranger.prediction} with elements ##' \tabular{ll}{ -##' \code{predictions} \tab Predicted classes/values (only for Classification and Regression) \cr -##' \code{unique.death.times} \tab Unique death times (only for Survival). \cr -##' \code{chf} \tab Estimated cumulative hazard function for each sample (only for Survival). \cr -##' \code{survival} \tab Estimated survival function for each sample (only for Survival). \cr +##' \code{predictions} \tab Predicted classes/values (only for classification and regression) \cr +##' \code{unique.death.times} \tab Unique death times (only for survival). \cr +##' \code{chf} \tab Estimated cumulative hazard function for each sample (only for survival). \cr +##' \code{survival} \tab Estimated survival function for each sample (only for survival). \cr ##' \code{num.trees} \tab Number of trees. \cr ##' \code{num.independent.variables} \tab Number of independent variables. \cr -##' \code{treetype} \tab Type of forest/tree. Classification, Regression or Survival. \cr +##' \code{treetype} \tab Type of forest/tree. Classification, regression or survival. \cr ##' \code{num.samples} \tab Number of samples. ##' } ##' @seealso \code{\link{ranger}} diff --git a/R_package/ranger.R b/R_package/ranger.R index 4ce003c35..4672400ce 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -27,34 +27,36 @@ # ------------------------------------------------------------------------------- ##' Ranger is a fast implementation of Random Forest (Breiman 2001) or recursive partitioning, particularly suited for high dimensional data. -##' Classification, Regression, and Survival forests are supported. -##' Classification and Regression forests are implemented as in the original Random Forest (Breiman 2001), Survival forests as in Random Survival Forests (Ishwaran et al. 2008). +##' Classification, regression, and survival forests are supported. +##' Classification and regression forests are implemented as in the original Random Forest (Breiman 2001), survival forests as in Random Survival Forests (Ishwaran et al. 2008). ##' ##' The tree type is determined by the type of the dependent variable. -##' For factors Classification trees are grown, for numeric values Regression trees and for survival objects Survival trees. -##' The Gini index is used as splitting rule for Classification, the estimated response variances for Regression and the log-rank test for Survival. +##' For factors classification trees are grown, for numeric values regression trees and for survival objects survival trees. +##' The Gini index is used as splitting rule for classification, the estimated response variances for regression and the log-rank test for survival. ##' -##' With the \code{probability} option and factor dependent variable a Probability forest is grown. -##' Here, the estimated response variances are used for splitting, as in Regression forests. -##' In contrast, the prediction error is measured with missclassifications as in Classification forests. +##' With the \code{probability} option and factor dependent variable a probability forest is grown. +##' Here, the estimated response variances are used for splitting, as in regression forests. +##' In contrast, the prediction error is measured with missclassifications as in classification forests. ##' Predictions are class probabilities for each sample. ##' For details see Malley et al. (2012). ##' -##' Note that for Classification and Regression nodes with size smaller than min.node.size can occur, like in original Random Forest. -##' For Survival all nodes contain at least min.node.size samples. Variables selected with always.split.variables are tried additionaly to the mtry variables randomly selected. +##' Note that for classification and regression nodes with size smaller than min.node.size can occur, like in original Random Forest. +##' For survival all nodes contain at least min.node.size samples. Variables selected with always.split.variables are tried additionaly to the mtry variables randomly selected. ##' ##' For a large number of variables and data frame as input data the formula interface can be slow. -##' Alternatively dependent.variable.name (and status.variable.name for Survival) can be used. +##' Alternatively dependent.variable.name (and status.variable.name for survival) can be used. +##' By setting \code{memory} to 'float' or 'char' the memory usage can be reduced with a possible loss of precision. +##' Use char only if all endpoints and covariates are integer values between -128 and 127 or factors with few levels. ##' ##' @title Ranger ##' @param formula Object of class \code{formula} or \code{character} describing the model to fit. ##' @param data Training data of class \code{data.frame} or \code{gwaa.data} (GenABEL). ##' @param num.trees Number of trees. ##' @param mtry Number of variables to possibly split at in each node. -##' @param importance Variable importance mode, one of 'none', 'impurity', 'permutation'. The 'impurity' measure is the Gini index for Classification and the variance of the responses for Regression. +##' @param importance Variable importance mode, one of 'none', 'impurity', 'permutation'. The 'impurity' measure is the Gini index for classification and the variance of the responses for regression. ##' @param write.forest Save \code{ranger.forest} object, needed for prediction. -##' @param probability Grow a Probability forest. This is a Classification forest which returns class probabilities instead of classifications. -##' @param min.node.size Minimal node size. Default 1 for Classification, 5 for Regression, 3 for Survival, and 10 for Probability. +##' @param probability Grow a probability forest. This is a classification forest which returns class probabilities instead of classifications. +##' @param min.node.size Minimal node size. Default 1 for classification, 5 for regression, 3 for survival, and 10 for probability. ##' @param replace Sample with replacement. Default TRUE. ##' @param split.select.weights Numeric vector with weights representing the probability to select variables for splitting. ##' @param always.split.variables Character vector with variable names to be always tried for splitting. @@ -62,26 +64,26 @@ ##' @param num.threads Number of threads. Default is number of CPUs available. ##' @param verbose Verbose output on or off. ##' @param seed Random seed. -##' @param memory Memory mode, one of 'double', 'float', 'char'. +##' @param memory Memory mode, one of 'double', 'float', 'char'. Default 'double'. ##' @param dependent.variable.name Name of dependent variable, needed if no formula given. For survival forests this is the time variable. ##' @param status.variable.name Name of status variable, only applicable to survival data and needed if no formula given. Use 1 for event and 0 for censoring. ##' @return Object of class \code{ranger} with elements ##' \tabular{ll}{ ##' \code{forest} \tab Saved forest (If write.forest set to TRUE). \cr -##' \code{predictions} \tab Predicted classes/values, based on out of bag samples (Classification and Regression only). \cr +##' \code{predictions} \tab Predicted classes/values, based on out of bag samples (classification and regression only). \cr ##' \code{variable.importance} \tab Variable importance for each independent variable. \cr -##' \code{prediction.error} \tab Overall out of bag prediction error. For Classification this is the fraction of missclassified samples, for Regression the mean squared error and for Survival one minus Harrell's c-index. \cr -##' \code{r.squared} \tab R squared. Also called explained variance or coefficient of determination (Regression only). \cr -##' \code{classification.table} \tab Contingency table for classes and predictions (Classification only). \cr -##' \code{unique.death.times} \tab Unique death times (Survival only). \cr -##' \code{chf} \tab Estimated cumulative hazard function for each sample (Survival only). \cr -##' \code{survival} \tab Estimated survival function for each sample (Survival only). \cr +##' \code{prediction.error} \tab Overall out of bag prediction error. For classification this is the fraction of missclassified samples, for regression the mean squared error and for survival one minus Harrell's c-index. \cr +##' \code{r.squared} \tab R squared. Also called explained variance or coefficient of determination (regression only). \cr +##' \code{classification.table} \tab Contingency table for classes and predictions (classification only). \cr +##' \code{unique.death.times} \tab Unique death times (survival only). \cr +##' \code{chf} \tab Estimated cumulative hazard function for each sample (survival only). \cr +##' \code{survival} \tab Estimated survival function for each sample (survival only). \cr ##' \code{call} \tab Function call. \cr ##' \code{num.trees} \tab Number of trees. \cr ##' \code{num.independent.variables} \tab Number of independent variables. \cr ##' \code{mtry} \tab Value of mtry used. \cr ##' \code{min.node.size} \tab Value of minimal node size used. \cr -##' \code{treetype} \tab Type of forest/tree. Classification, Regression or Survival. \cr +##' \code{treetype} \tab Type of forest/tree. classification, regression or survival. \cr ##' \code{memory.mode} \tab Memory mode used. \cr ##' \code{importance.mode} \tab Importance mode used. \cr ##' \code{num.samples} \tab Number of samples. From b07fe75b84c2066d69023f61f8b9f9dd24b9d81a Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 30 Jul 2014 17:09:36 +0200 Subject: [PATCH 006/344] typo in help file --- R_package/ranger.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R_package/ranger.R b/R_package/ranger.R index 67429a008..ebe177e68 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -59,7 +59,7 @@ ##' @param probability Grow a probability forest. This is a classification forest which returns class probabilities instead of classifications. ##' @param min.node.size Minimal node size. Default 1 for classification, 5 for regression, 3 for survival, and 10 for probability. ##' @param replace Sample with replacement. Default TRUE. -##' @param splitrule Splitting rule, Survival only. The splitting rule can be chosen of "logrank" and "auc" with dedault "logrank". +##' @param splitrule Splitting rule, Survival only. The splitting rule can be chosen of "logrank" and "auc" with default "logrank". ##' @param split.select.weights Numeric vector with weights representing the probability to select variables for splitting. ##' @param always.split.variables Character vector with variable names to be always tried for splitting. ##' @param scale.permutation.importance Scale permutation importance by standard error as in (Breiman 2001). Only applicable if permutation variable importance mode selected. From 6867a2bbcaa28a6358e60ccf9104c36a7e286b16 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 30 Jul 2014 17:39:24 +0200 Subject: [PATCH 007/344] new auc realease version --- release/auc_splitting/ranger_0.1.7.tar.gz | Bin 36238 -> 36536 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/release/auc_splitting/ranger_0.1.7.tar.gz b/release/auc_splitting/ranger_0.1.7.tar.gz index 26e29d442c87d845bfa8c3060a830570f22ea3ae..0418c2f44440c91b94b831c9d52b283b0a1c0132 100644 GIT binary patch delta 36523 zcmYJZQ*_>q^Tit*jnUY)twxP)J85ivW81dTG)ZIIMjJb6Y$wli-rqU@wa#38*4)h9 ztXXUCJqfu`?fFmuX)FT7|69uzSkxp(dpw!QxkA*KP>qtx`6WW-YF=Yl67^gNRV}R!nK?KpI9LvB zym1prMRx?(g*O4WZt&Z#GBUUg3S3avumlu}tQCQQpLLTvHw`_l+aPs6kIRYFmGt

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zcCihc#YIki9P9?py5YLMj@GfK{vx^=M{RR=$|Fxhn1&}`!#uV?{YY;iomI^?lwJ+LC&wz_GE-EM&x&>-zNCm=?gIQ=g+bkQ)mJ8yN zdSHH;HN}Q_H5nTMq^1qSMsZ^;hY!-$sLX_x9N1Gb;&RMowW(xrbJ?>DOW8Er!$ugg z1w0e36)gQS7JX!^O6AjyXz{-b+07;aJ6Q>QCezp?Yzk{enl@SpERky#@&`1eok~cg zQ3sKbUUVI#ABtUB0{M7pdXQ708}IHYh*khU{tCAAmWXE>3ey5#Cirqiv2ck$ob-Bd zRktU-2~aaA6Iao{q9I6plRm}1c?{BK(gQ-r7K~cI#;6i8F$4G>pd?1li%CO7ajLq2 zKQYQJ%hqVGS9wwKF1!eo@PEjn>#rs#maC|@QS@Ye`6*c07~Tr}f6Eor<)A*%FY)Tt zPr86_d%y4dIo zHc7+Tk5py8yT$}fU<7Pw(&sP1;4M)7h_-$G-zhKPT~* zeZnpie=TnRrL9)(JO3|y+)CMhZ8S^!ulx9?4Ma}%j(2$m Date: Tue, 5 Aug 2014 00:06:29 +0200 Subject: [PATCH 008/344] speedup drawWithoutReplacement --- TODO | 3 ++ source/src/Tree/Tree.cpp | 4 +- source/src/Tree/Tree.h | 5 +- source/src/Tree/TreeClassification.cpp | 5 +- source/src/Tree/TreeClassification.h | 4 +- source/src/Tree/TreeProbability.cpp | 4 +- source/src/Tree/TreeProbability.h | 4 +- source/src/Tree/TreeRegression.cpp | 5 +- source/src/Tree/TreeRegression.h | 4 +- source/src/Tree/TreeSurvival.cpp | 5 +- source/src/Tree/TreeSurvival.h | 4 +- source/src/utility/Data.cpp | 1 + source/src/utility/utility.cpp | 65 ++++++++++++++++++++------ source/src/utility/utility.h | 4 +- 14 files changed, 78 insertions(+), 39 deletions(-) diff --git a/TODO b/TODO index 63c23afdf..40416b33b 100644 --- a/TODO +++ b/TODO @@ -3,6 +3,8 @@ ## TOOD software ## ----------------------------------------------------------------------- ## +- Note in help that slow when using splitweights + - Compare speed with biomarcare data with RSF - Very slow for survival.. Why? Profile! Check for non-GWA data (biomarcare) -> Problems with variables with many different values @@ -57,6 +59,7 @@ - Cross validation - Look at similiarity of trees, find representative trees (Idea: sequence alignment) +- A Node impurity measure for survival forests? ## ----------------------------------------------------------------------- ## diff --git a/source/src/Tree/Tree.cpp b/source/src/Tree/Tree.cpp index 674f6255c..123aa76f3 100644 --- a/source/src/Tree/Tree.cpp +++ b/source/src/Tree/Tree.cpp @@ -176,7 +176,7 @@ void Tree::appendToFile(std::ofstream& file) { appendToFileInternal(file); } -void Tree::createPossibleSplitVarSubset(std::unordered_set& result) { +void Tree::createPossibleSplitVarSubset(std::vector& result) { // Always use deterministic variables std::copy(deterministic_varIDs->begin(), deterministic_varIDs->end(), std::inserter(result, result.end())); @@ -194,7 +194,7 @@ void Tree::createPossibleSplitVarSubset(std::unordered_set& result) { void Tree::splitNode(size_t nodeID) { // Select random subset of variables to possibly split at - std::unordered_set possible_split_varIDs; + std::vector possible_split_varIDs; createPossibleSplitVarSubset(possible_split_varIDs); // Call subclass method, sets split_varIDs and split_values diff --git a/source/src/Tree/Tree.h b/source/src/Tree/Tree.h index cbee2b978..4b091e5e1 100644 --- a/source/src/Tree/Tree.h +++ b/source/src/Tree/Tree.h @@ -31,7 +31,6 @@ wright@imbs.uni-luebeck.de #include #include -#include #include #include "globals.h" @@ -86,10 +85,10 @@ class Tree { } protected: - void createPossibleSplitVarSubset(std::unordered_set& result); + void createPossibleSplitVarSubset(std::vector& result); void splitNode(size_t nodeID); - virtual bool splitNodeInternal(size_t nodeID, std::unordered_set& possible_split_varIDs) = 0; + virtual bool splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) = 0; void createEmptyNode(); virtual void createEmptyNodeInternal() = 0; diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 8cf085745..f027644e2 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -26,7 +26,6 @@ Ratzeburger Allee 160 wright@imbs.uni-luebeck.de #-------------------------------------------------------------------------------*/ -#include #include #include #include @@ -70,7 +69,7 @@ void TreeClassification::appendToFileInternal(std::ofstream& file) { // Empty on purpose } -bool TreeClassification::splitNodeInternal(size_t nodeID, std::unordered_set& possible_split_varIDs) { +bool TreeClassification::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { // TODO: <= okay? should it not be < ? // Check node size, stop if maximum reached @@ -123,7 +122,7 @@ double TreeClassification::computePredictionAccuracyInternal() { return (1.0 - (double) num_missclassifications / (double) num_predictions); } -bool TreeClassification::findBestSplit(size_t nodeID, std::unordered_set& possible_split_varIDs) { +bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possible_split_varIDs) { size_t num_classes = class_values->size(); double best_decrease = -1; diff --git a/source/src/Tree/TreeClassification.h b/source/src/Tree/TreeClassification.h index b821787da..883adddac 100644 --- a/source/src/Tree/TreeClassification.h +++ b/source/src/Tree/TreeClassification.h @@ -48,13 +48,13 @@ class TreeClassification: public Tree { void appendToFileInternal(std::ofstream& file); private: - bool splitNodeInternal(size_t nodeID, std::unordered_set& possible_split_varIDs); + bool splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs); void createEmptyNodeInternal(); double computePredictionAccuracyInternal(); // Called by splitNodeInternal(). Sets split_varIDs and split_values. - bool findBestSplit(size_t nodeID, std::unordered_set& possible_split_varIDs); + bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); void addGiniImportance(size_t nodeID, size_t varID, double decrease); diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index 72776e300..a05a09bfd 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -77,7 +77,7 @@ void TreeProbability::appendToFileInternal(std::ofstream& file) { saveVector2D(terminal_class_counts_vector, file); } -bool TreeProbability::splitNodeInternal(size_t nodeID, std::unordered_set& possible_split_varIDs) { +bool TreeProbability::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { // Check node size, stop if maximum reached if (sampleIDs[nodeID].size() <= min_node_size) { @@ -131,7 +131,7 @@ double TreeProbability::computePredictionAccuracyInternal() { return (1.0 - (double) num_missclassifications / (double) num_predictions); } -bool TreeProbability::findBestSplit(size_t nodeID, std::unordered_set& possible_split_varIDs) { +bool TreeProbability::findBestSplit(size_t nodeID, std::vector& possible_split_varIDs) { //size_t num_samples = sampleIDs[nodeID].size(); double best_decrease = -1; diff --git a/source/src/Tree/TreeProbability.h b/source/src/Tree/TreeProbability.h index a144d572f..d9acf311a 100644 --- a/source/src/Tree/TreeProbability.h +++ b/source/src/Tree/TreeProbability.h @@ -55,13 +55,13 @@ class TreeProbability: public Tree { } private: - bool splitNodeInternal(size_t nodeID, std::unordered_set& possible_split_varIDs); + bool splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs); void createEmptyNodeInternal(); double computePredictionAccuracyInternal(); // Called by splitNodeInternal(). Sets split_varIDs and split_values. - bool findBestSplit(size_t nodeID, std::unordered_set& possible_split_varIDs); + bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); void addImpurityImportance(size_t nodeID, size_t varID, double decrease); diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index c6d95f1ff..f11b95d69 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -29,7 +29,6 @@ wright@imbs.uni-luebeck.de #include #include #include -#include #include #include "TreeRegression.h" @@ -65,7 +64,7 @@ void TreeRegression::appendToFileInternal(std::ofstream& file) { // Empty on purpose } -bool TreeRegression::splitNodeInternal(size_t nodeID, std::unordered_set& possible_split_varIDs) { +bool TreeRegression::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { // Check node size, stop if maximum reached if (sampleIDs[nodeID].size() <= min_node_size) { @@ -99,7 +98,7 @@ double TreeRegression::computePredictionAccuracyInternal() { return (1.0 - sum_of_squares / (double) predictions[0].size()); } -bool TreeRegression::findBestSplit(size_t nodeID, std::unordered_set& possible_split_varIDs) { +bool TreeRegression::findBestSplit(size_t nodeID, std::vector& possible_split_varIDs) { //size_t num_samples = sampleIDs[nodeID].size(); double best_decrease = -1; diff --git a/source/src/Tree/TreeRegression.h b/source/src/Tree/TreeRegression.h index 9ca4496c4..6af966d9c 100644 --- a/source/src/Tree/TreeRegression.h +++ b/source/src/Tree/TreeRegression.h @@ -48,13 +48,13 @@ class TreeRegression: public Tree { void appendToFileInternal(std::ofstream& file); private: - bool splitNodeInternal(size_t nodeID, std::unordered_set& possible_split_varIDs); + bool splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs); void createEmptyNodeInternal(); double computePredictionAccuracyInternal(); // Called by splitNodeInternal(). Sets split_varIDs and split_values. - bool findBestSplit(size_t nodeID, std::unordered_set& possible_split_varIDs); + bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); void addImpurityImportance(size_t nodeID, size_t varID, double decrease); diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 33183ac14..2efe22ad5 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -31,7 +31,6 @@ #include #include #include -#include #include #include "utility.h" @@ -71,7 +70,7 @@ void TreeSurvival::appendToFileInternal(std::ofstream& file) { saveVector2D(chf_vector, file); } -bool TreeSurvival::splitNodeInternal(size_t nodeID, std::unordered_set& possible_split_varIDs) { +bool TreeSurvival::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { return findBestSplitLogRank(nodeID, possible_split_varIDs); } @@ -92,7 +91,7 @@ double TreeSurvival::computePredictionAccuracyInternal() { return computeConcordanceIndex(data, sum_chf, dependent_varID, status_varID, oob_sampleIDs); } -bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::unordered_set& possible_split_varIDs) { +bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& possible_split_varIDs) { double best_logrank = -1; size_t best_varID = 0; diff --git a/source/src/Tree/TreeSurvival.h b/source/src/Tree/TreeSurvival.h index 163566d38..c7c7ea723 100644 --- a/source/src/Tree/TreeSurvival.h +++ b/source/src/Tree/TreeSurvival.h @@ -51,7 +51,7 @@ class TreeSurvival: public Tree { } private: - bool splitNodeInternal(size_t nodeID, std::unordered_set& possible_split_varIDs); + bool splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs); void createEmptyNodeInternal(); double computePredictionAccuracyInternal(); @@ -60,7 +60,7 @@ class TreeSurvival: public Tree { //double predictOobPermuted(size_t permuted_varID, std::vector>* permutations); // Called by splitNodeInternal(). Sets split_varIDs and split_values. - bool findBestSplitLogRank(size_t nodeID, std::unordered_set& possible_split_varIDs); + bool findBestSplitLogRank(size_t nodeID, std::vector& possible_split_varIDs); void computeDeathCounts(size_t* num_deaths, size_t* num_samples_at_risk, size_t& num_unique_death_times, size_t nodeID); diff --git a/source/src/utility/Data.cpp b/source/src/utility/Data.cpp index 86d72d197..82400e52f 100644 --- a/source/src/utility/Data.cpp +++ b/source/src/utility/Data.cpp @@ -163,6 +163,7 @@ bool Data::loadFromFileOther(std::ifstream& input_file, std::string header_line, return error; } +// TODO: Speedup here for many different value? void Data::getAllValues(std::vector& all_values, std::vector& sampleIDs, size_t varID) { // All values for varID (no duplicates) for given sampleIDs diff --git a/source/src/utility/utility.cpp b/source/src/utility/utility.cpp index 9c929a721..aa2eab3af 100644 --- a/source/src/utility/utility.cpp +++ b/source/src/utility/utility.cpp @@ -96,35 +96,74 @@ void loadDoubleVectorFromFile(std::vector& result, std::string filename) } } -void drawWithoutReplacementSkip(std::unordered_set& result, std::mt19937_64& random_number_generator, - size_t max, std::vector& skip, size_t num_samples) { - - std::uniform_int_distribution unif_dist(0, max - 1 - skip.size()); - for (size_t i = 0; i < num_samples; ++i) { - size_t draw; - do { - draw = unif_dist(random_number_generator); +// TODO: Need speedup here if mtry large -> Test with different sizes! +//void drawWithoutReplacementSkip(std::unordered_set& result, std::mt19937_64& random_number_generator, +// size_t max, std::vector& skip, size_t num_samples) { +// +// std::uniform_int_distribution unif_dist(0, max - 1 - skip.size()); +// for (size_t i = 0; i < num_samples; ++i) { +// size_t draw; +// do { +// draw = unif_dist(random_number_generator); +// for (auto& skip_value : skip) { +// if (draw >= skip_value) { +// ++draw; +// } +// } +// } while (result.count(draw) > 0); +// result.insert(draw); +// } +//} + +// TODO: Correct ref +// TODO: Beautify +// Knuth 3.4.2 Algo S +void drawWithoutReplacementSkip(std::vector& result, std::mt19937_64& random_number_generator, size_t max, std::vector& skip, + size_t num_samples) { + + result.resize(num_samples); + + std::uniform_real_distribution distribution(0.0, 1.0); + + int t = 0; // total input records dealt with + int m = 0; // number of items selected so far + double u; + int draw; + + while (m < num_samples) { + u = distribution(random_number_generator); // call a uniform(0,1) random number generator + + if ((max - t - skip.size()) * u >= num_samples - m) { + t++; + } else { + draw = t; for (auto& skip_value : skip) { if (draw >= skip_value) { ++draw; } } - } while (result.count(draw) > 0); - result.insert(draw); + result[m] = draw; + t++; + m++; + } } + } -void drawWithoutReplacementWeighted(std::unordered_set& result, std::mt19937_64& random_number_generator, +void drawWithoutReplacementWeighted(std::vector& result, std::mt19937_64& random_number_generator, std::vector& indizes, size_t num_samples, std::vector& weights) { + std::unordered_set temp; std::discrete_distribution<> weighted_dist(weights.begin(), weights.end()); for (size_t i = 0; i < num_samples; ++i) { size_t draw; do { draw = weighted_dist(random_number_generator); - } while (result.count(indizes[draw]) > 0); - result.insert(indizes[draw]); + } while (temp.count(indizes[draw]) > 0); + temp.insert(indizes[draw]); } + result.resize(num_samples); + std::copy(temp.begin(), temp.end(), result.begin()); } double mostFrequentValue(std::unordered_map& class_count, std::mt19937_64 random_number_generator) { diff --git a/source/src/utility/utility.h b/source/src/utility/utility.h index 3f0f9f775..8d890d723 100644 --- a/source/src/utility/utility.h +++ b/source/src/utility/utility.h @@ -158,7 +158,7 @@ void loadDoubleVectorFromFile(std::vector& result, std::string filename) * @param skip Values to skip * @param num_samples Number of samples to draw */ -void drawWithoutReplacementSkip(std::unordered_set& result, std::mt19937_64& random_number_generator, +void drawWithoutReplacementSkip(std::vector& result, std::mt19937_64& random_number_generator, size_t range_length, std::vector& skip, size_t num_samples); /** @@ -169,7 +169,7 @@ void drawWithoutReplacementSkip(std::unordered_set& result, std::mt19937 * @param num_samples Number of samples to draw * @param weights A weight for each element of indices */ -void drawWithoutReplacementWeighted(std::unordered_set& result, std::mt19937_64& random_number_generator, +void drawWithoutReplacementWeighted(std::vector& result, std::mt19937_64& random_number_generator, std::vector& indices, size_t num_samples, std::vector& weights); /** From e6483e5316940216ddbabcb46663ae666bb1cfe8 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 5 Aug 2014 09:23:38 +0200 Subject: [PATCH 009/344] beautify drawWithoutReplacement --- source/src/utility/utility.cpp | 82 +++++++++++++++++----------------- 1 file changed, 40 insertions(+), 42 deletions(-) diff --git a/source/src/utility/utility.cpp b/source/src/utility/utility.cpp index aa2eab3af..36b7652f8 100644 --- a/source/src/utility/utility.cpp +++ b/source/src/utility/utility.cpp @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #include #include @@ -96,7 +96,7 @@ void loadDoubleVectorFromFile(std::vector& result, std::string filename) } } -// TODO: Need speedup here if mtry large -> Test with different sizes! +// TODO: Remove //void drawWithoutReplacementSkip(std::unordered_set& result, std::mt19937_64& random_number_generator, // size_t max, std::vector& skip, size_t num_samples) { // @@ -115,36 +115,34 @@ void loadDoubleVectorFromFile(std::vector& result, std::string filename) // } //} -// TODO: Correct ref -// TODO: Beautify -// Knuth 3.4.2 Algo S -void drawWithoutReplacementSkip(std::vector& result, std::mt19937_64& random_number_generator, size_t max, std::vector& skip, - size_t num_samples) { +// from Knuth 1985, The Art of Computer Programming, Vol. 2, Sec. 3.4.2 Algorithm S +void drawWithoutReplacementSkip(std::vector& result, std::mt19937_64& random_number_generator, size_t max, + std::vector& skip, size_t num_samples) { + size_t size_no_skip = max - skip.size(); result.resize(num_samples); + double u; + size_t final_value; std::uniform_real_distribution distribution(0.0, 1.0); - int t = 0; // total input records dealt with - int m = 0; // number of items selected so far - double u; - int draw; - - while (m < num_samples) { - u = distribution(random_number_generator); // call a uniform(0,1) random number generator + size_t i = 0; + size_t j = 0; + while (i < num_samples) { + u = distribution(random_number_generator); - if ((max - t - skip.size()) * u >= num_samples - m) { - t++; + if ((size_no_skip - j) * u >= num_samples - i) { + j++; } else { - draw = t; + final_value = j; for (auto& skip_value : skip) { - if (draw >= skip_value) { - ++draw; + if (final_value >= skip_value) { + ++final_value; } } - result[m] = draw; - t++; - m++; + result[i] = final_value; + j++; + i++; } } From 9bb71a129c839b8c2392f05c4e5fbe8afed38a23 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 5 Aug 2014 18:26:41 +0200 Subject: [PATCH 010/344] switch sampling algo depending on mtry --- source/src/utility/utility.cpp | 36 ++++++++++++++++++++++++++++++++-- source/src/utility/utility.h | 25 ++++++++++++++++++++++- 2 files changed, 58 insertions(+), 3 deletions(-) diff --git a/source/src/utility/utility.cpp b/source/src/utility/utility.cpp index 36b7652f8..d7c94ea2e 100644 --- a/source/src/utility/utility.cpp +++ b/source/src/utility/utility.cpp @@ -115,9 +115,42 @@ void loadDoubleVectorFromFile(std::vector& result, std::string filename) // } //} -// from Knuth 1985, The Art of Computer Programming, Vol. 2, Sec. 3.4.2 Algorithm S void drawWithoutReplacementSkip(std::vector& result, std::mt19937_64& random_number_generator, size_t max, std::vector& skip, size_t num_samples) { + if (num_samples < max / 2) { + drawWithoutReplacementSimple(result, random_number_generator, max, skip, num_samples); + } else { + drawWithoutReplacementKnuth(result, random_number_generator, max, skip, num_samples); + } +} + +void drawWithoutReplacementSimple(std::vector& result, std::mt19937_64& random_number_generator, size_t max, + std::vector& skip, size_t num_samples) { + + result.reserve(num_samples); + + // Set all to not selected + std::vector temp; + temp.resize(max, false); + + std::uniform_int_distribution unif_dist(0, max - 1 - skip.size()); + for (size_t i = 0; i < num_samples; ++i) { + size_t draw; + do { + draw = unif_dist(random_number_generator); + for (auto& skip_value : skip) { + if (draw >= skip_value) { + ++draw; + } + } + } while (temp[draw]); + temp[draw] = true; + result.push_back(draw); + } +} + +void drawWithoutReplacementKnuth(std::vector& result, std::mt19937_64& random_number_generator, size_t max, + std::vector& skip, size_t num_samples) { size_t size_no_skip = max - skip.size(); result.resize(num_samples); @@ -145,7 +178,6 @@ void drawWithoutReplacementSkip(std::vector& result, std::mt19937_64& ra i++; } } - } void drawWithoutReplacementWeighted(std::vector& result, std::mt19937_64& random_number_generator, diff --git a/source/src/utility/utility.h b/source/src/utility/utility.h index 8d890d723..bdb9c0d7f 100644 --- a/source/src/utility/utility.h +++ b/source/src/utility/utility.h @@ -152,7 +152,7 @@ void loadDoubleVectorFromFile(std::vector& result, std::string filename) /** * Draw random numbers in a range without replacement and skip values. - * @param result Unordered set to add results to. Will not be cleaned before filling. + * @param result Vector to add results to. Will not be cleaned before filling. * @param random_number_generator Random number generator * @param range_length Length of range. Interval to draw from: 0..max-1 * @param skip Values to skip @@ -161,6 +161,29 @@ void loadDoubleVectorFromFile(std::vector& result, std::string filename) void drawWithoutReplacementSkip(std::vector& result, std::mt19937_64& random_number_generator, size_t range_length, std::vector& skip, size_t num_samples); +/** + * Simple algorithm for sampling without replacement, faster for smaller num_samples + * @param result Vector to add results to. Will not be cleaned before filling. + * @param random_number_generator Random number generator + * @param range_length Length of range. Interval to draw from: 0..max-1 + * @param skip Values to skip + * @param num_samples Number of samples to draw + */ +void drawWithoutReplacementSimple(std::vector& result, std::mt19937_64& random_number_generator, size_t max, + std::vector& skip, size_t num_samples); + +/** + * Knuth's algorithm for sampling without replacement, faster for larger num_samples + * Idea from Knuth 1985, The Art of Computer Programming, Vol. 2, Sec. 3.4.2 Algorithm S + * @param result Vector to add results to. Will not be cleaned before filling. + * @param random_number_generator Random number generator + * @param range_length Length of range. Interval to draw from: 0..max-1 + * @param skip Values to skip + * @param num_samples Number of samples to draw + */ +void drawWithoutReplacementKnuth(std::vector& result, std::mt19937_64& random_number_generator, size_t max, + std::vector& skip, size_t num_samples); + /** * Draw random numers without replacement and with weighted probabilites. * @param result Vector to add results to. Will not be cleaned before filling. From 0dc6a826e1c3b234e47b810287e0341aedfc7af9 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 6 Aug 2014 13:29:06 +0200 Subject: [PATCH 011/344] speedup weighted draw --- TODO | 2 -- source/src/utility/utility.cpp | 14 +++++++++----- test_data/splitweights.dat | 1 + 3 files changed, 10 insertions(+), 7 deletions(-) create mode 100644 test_data/splitweights.dat diff --git a/TODO b/TODO index 40416b33b..d97b6df26 100644 --- a/TODO +++ b/TODO @@ -3,8 +3,6 @@ ## TOOD software ## ----------------------------------------------------------------------- ## -- Note in help that slow when using splitweights - - Compare speed with biomarcare data with RSF - Very slow for survival.. Why? Profile! Check for non-GWA data (biomarcare) -> Problems with variables with many different values diff --git a/source/src/utility/utility.cpp b/source/src/utility/utility.cpp index d7c94ea2e..0a28d5265 100644 --- a/source/src/utility/utility.cpp +++ b/source/src/utility/utility.cpp @@ -183,17 +183,21 @@ void drawWithoutReplacementKnuth(std::vector& result, std::mt19937_64& r void drawWithoutReplacementWeighted(std::vector& result, std::mt19937_64& random_number_generator, std::vector& indizes, size_t num_samples, std::vector& weights) { - std::unordered_set temp; + result.reserve(num_samples); + + // Set all to not selected + std::vector temp; + temp.resize(indizes.size(), false); + std::discrete_distribution<> weighted_dist(weights.begin(), weights.end()); for (size_t i = 0; i < num_samples; ++i) { size_t draw; do { draw = weighted_dist(random_number_generator); - } while (temp.count(indizes[draw]) > 0); - temp.insert(indizes[draw]); + } while (temp[indizes[draw]]); + temp[indizes[draw]] = true; + result.push_back(indizes[draw]); } - result.resize(num_samples); - std::copy(temp.begin(), temp.end(), result.begin()); } double mostFrequentValue(std::unordered_map& class_count, std::mt19937_64 random_number_generator) { diff --git a/test_data/splitweights.dat b/test_data/splitweights.dat new file mode 100644 index 000000000..b060ee76a --- /dev/null +++ b/test_data/splitweights.dat @@ -0,0 +1 @@ +0.2 0.2 0.2 0.2 \ No newline at end of file From 4eb3c1dd1052300ed57042660143ab197bd4d23b Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 7 Aug 2014 22:21:27 +0200 Subject: [PATCH 012/344] first test --- source/src/Tree/TreeClassification.cpp | 145 +++++++++++++++++++++---- 1 file changed, 124 insertions(+), 21 deletions(-) diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index f027644e2..4dc156790 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #include #include @@ -211,6 +211,109 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi return false; } +bool TreeClassification::findBestSplitGWA(size_t nodeID, std::vector& possible_split_varIDs) { + + size_t num_samples_node = sampleIDs[nodeID].size(); + size_t num_classes = class_values->size(); + double best_decrease = -1; + size_t best_varID = 0; + double best_value = 0; + + size_t* class_counts_left = new size_t[num_classes]; + size_t* class_counts = new size_t[num_classes]; + + for (size_t i = 0; i < num_classes; ++i) { + class_counts[i] = 0; + } + + // Compute overall class counts + for (size_t i = 0; i < num_samples_node; ++i) { + size_t sampleID = sampleIDs[nodeID][i]; + uint sample_classID = (*response_classIDs)[sampleID]; + ++class_counts[sample_classID]; + } + + + + // For all possible split variables + for (auto& varID : possible_split_varIDs) { + + // Create possible split values + std::vector possible_split_values; + data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); + + //Try next variable if all equal for this + if (possible_split_values.size() < 2) { + continue; + } + + // For all possible split values + for (auto& split_value : possible_split_values) { + + // Virtually split at this value. Count overall and for classes. + size_t n_left = 0; + size_t n_right = 0; + for (size_t i = 0; i < num_classes; ++i) { + class_counts_left[i] = 0; + class_counts_right[i] = 0; + } + + for (auto& sampleID : sampleIDs[nodeID]) { + double value = data->get(sampleID, varID); + uint sample_classID = (*response_classIDs)[sampleID]; + if (value <= split_value) { + ++n_left; + ++class_counts_left[sample_classID]; + } else { + ++n_right; + ++class_counts_right[sample_classID]; + } + } + + // Stop if one child empty + if (n_left == 0 || n_right == 0) { + continue; + } + + // Sum of squares + double sum_left = 0; + double sum_right = 0; + for (size_t i = 0; i < num_classes; ++i) { + sum_left += class_counts_left[i] * class_counts_left[i]; + sum_right += class_counts_right[i] * class_counts_right[i]; + } + + // Decrease of impurity + double decrease = sum_left / (double) n_left + sum_right / (double) n_right; + + // If better than before, use this + if (decrease > best_decrease) { + best_value = split_value; + best_varID = varID; + best_decrease = decrease; + } + } + } + + delete[] class_counts_left; + delete[] class_counts_right; + + // Stop if no good split found + if (best_decrease < 0) { + return true; + } + + // Save best values + split_varIDs[nodeID] = best_varID; + split_values[nodeID] = best_value; + + // Compute gini index for this node and to variable importance if needed + if (importance_mode == IMP_GINI) { + addGiniImportance(nodeID, best_varID, best_decrease); + } + return false; +} + void TreeClassification::addGiniImportance(size_t nodeID, size_t varID, double decrease) { std::vector class_counts; From 4a4b64d25911e4e59a1c83f43db41079d2cffff8 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 7 Aug 2014 23:20:05 +0200 Subject: [PATCH 013/344] return only 0,1 and change computation of right numbers --- source/src/Tree/TreeClassification.cpp | 105 ++----------------------- source/src/utility/Data.cpp | 46 +++++------ 2 files changed, 28 insertions(+), 123 deletions(-) diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 4dc156790..4cc892d27 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -124,95 +124,6 @@ double TreeClassification::computePredictionAccuracyInternal() { bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possible_split_varIDs) { - size_t num_classes = class_values->size(); - double best_decrease = -1; - size_t best_varID = 0; - double best_value = 0; - - size_t* class_counts_left = new size_t[num_classes]; - size_t* class_counts_right = new size_t[num_classes]; - - // For all possible split variables - for (auto& varID : possible_split_varIDs) { - - // Create possible split values - std::vector possible_split_values; - data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); - - //Try next variable if all equal for this - if (possible_split_values.size() < 2) { - continue; - } - - // For all possible split values - for (auto& split_value : possible_split_values) { - - // Virtually split at this value. Count overall and for classes. - size_t n_left = 0; - size_t n_right = 0; - for (size_t i = 0; i < num_classes; ++i) { - class_counts_left[i] = 0; - class_counts_right[i] = 0; - } - - for (auto& sampleID : sampleIDs[nodeID]) { - double value = data->get(sampleID, varID); - uint sample_classID = (*response_classIDs)[sampleID]; - if (value <= split_value) { - ++n_left; - ++class_counts_left[sample_classID]; - } else { - ++n_right; - ++class_counts_right[sample_classID]; - } - } - - // Stop if one child empty - if (n_left == 0 || n_right == 0) { - continue; - } - - // Sum of squares - double sum_left = 0; - double sum_right = 0; - for (size_t i = 0; i < num_classes; ++i) { - sum_left += class_counts_left[i] * class_counts_left[i]; - sum_right += class_counts_right[i] * class_counts_right[i]; - } - - // Decrease of impurity - double decrease = sum_left / (double) n_left + sum_right / (double) n_right; - - // If better than before, use this - if (decrease > best_decrease) { - best_value = split_value; - best_varID = varID; - best_decrease = decrease; - } - } - } - - delete[] class_counts_left; - delete[] class_counts_right; - - // Stop if no good split found - if (best_decrease < 0) { - return true; - } - - // Save best values - split_varIDs[nodeID] = best_varID; - split_values[nodeID] = best_value; - - // Compute gini index for this node and to variable importance if needed - if (importance_mode == IMP_GINI) { - addGiniImportance(nodeID, best_varID, best_decrease); - } - return false; -} - -bool TreeClassification::findBestSplitGWA(size_t nodeID, std::vector& possible_split_varIDs) { - size_t num_samples_node = sampleIDs[nodeID].size(); size_t num_classes = class_values->size(); double best_decrease = -1; @@ -222,19 +133,16 @@ bool TreeClassification::findBestSplitGWA(size_t nodeID, std::vector& po size_t* class_counts_left = new size_t[num_classes]; size_t* class_counts = new size_t[num_classes]; + // Compute overall class counts for (size_t i = 0; i < num_classes; ++i) { class_counts[i] = 0; } - - // Compute overall class counts for (size_t i = 0; i < num_samples_node; ++i) { size_t sampleID = sampleIDs[nodeID][i]; uint sample_classID = (*response_classIDs)[sampleID]; ++class_counts[sample_classID]; } - - // For all possible split variables for (auto& varID : possible_split_varIDs) { @@ -252,10 +160,8 @@ bool TreeClassification::findBestSplitGWA(size_t nodeID, std::vector& po // Virtually split at this value. Count overall and for classes. size_t n_left = 0; - size_t n_right = 0; for (size_t i = 0; i < num_classes; ++i) { class_counts_left[i] = 0; - class_counts_right[i] = 0; } for (auto& sampleID : sampleIDs[nodeID]) { @@ -264,13 +170,11 @@ bool TreeClassification::findBestSplitGWA(size_t nodeID, std::vector& po if (value <= split_value) { ++n_left; ++class_counts_left[sample_classID]; - } else { - ++n_right; - ++class_counts_right[sample_classID]; } } // Stop if one child empty + size_t n_right = num_samples_node - n_left; if (n_left == 0 || n_right == 0) { continue; } @@ -279,8 +183,9 @@ bool TreeClassification::findBestSplitGWA(size_t nodeID, std::vector& po double sum_left = 0; double sum_right = 0; for (size_t i = 0; i < num_classes; ++i) { + size_t class_counts_right = class_counts[i] - class_counts_left[i]; sum_left += class_counts_left[i] * class_counts_left[i]; - sum_right += class_counts_right[i] * class_counts_right[i]; + sum_right += class_counts_right * class_counts_right; } // Decrease of impurity @@ -296,7 +201,7 @@ bool TreeClassification::findBestSplitGWA(size_t nodeID, std::vector& po } delete[] class_counts_left; - delete[] class_counts_right; + delete[] class_counts; // Stop if no good split found if (best_decrease < 0) { diff --git a/source/src/utility/Data.cpp b/source/src/utility/Data.cpp index 82400e52f..5597cd576 100644 --- a/source/src/utility/Data.cpp +++ b/source/src/utility/Data.cpp @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #include #include @@ -177,8 +177,8 @@ void Data::getAllValues(std::vector& all_values, std::vector& sa } } } else { - // If GWA data just use 0, 1, 2 - all_values = std::vector( { 0, 1, 2 }); + // If GWA data just use 0, 1. A split on 2 would always put all to the left. + all_values = std::vector( { 0, 1 }); } } From df685e3190cb44783cd755a51b50c59245d9c90b Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 8 Aug 2014 00:26:57 +0200 Subject: [PATCH 014/344] other splitting working --- source/src/Tree/TreeClassification.cpp | 149 ++++++++++++++++++++----- source/src/utility/Data.cpp | 2 +- 2 files changed, 122 insertions(+), 29 deletions(-) diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 4cc892d27..e79125b3c 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -133,6 +133,10 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi size_t* class_counts_left = new size_t[num_classes]; size_t* class_counts = new size_t[num_classes]; + size_t* class_counts_0 = new size_t[num_classes]; + size_t* class_counts_1 = new size_t[num_classes]; + size_t* class_counts_2 = new size_t[num_classes]; + // Compute overall class counts for (size_t i = 0; i < num_classes; ++i) { class_counts[i] = 0; @@ -150,52 +154,137 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi std::vector possible_split_values; data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); - //Try next variable if all equal for this - if (possible_split_values.size() < 2) { - continue; - } - - // For all possible split values - for (auto& split_value : possible_split_values) { + // If the column consists only of gwa data + if (possible_split_values.size() == 3 && possible_split_values[0] == 0 && possible_split_values[1] == 1 + && possible_split_values[2] == 2) { - // Virtually split at this value. Count overall and for classes. - size_t n_left = 0; for (size_t i = 0; i < num_classes; ++i) { - class_counts_left[i] = 0; + class_counts_0[i] = 0; + class_counts_1[i] = 0; + class_counts_2[i] = 0; } - for (auto& sampleID : sampleIDs[nodeID]) { + size_t n_0 = 0; + size_t n_1 = 0; + size_t n_2 = 0; + + for (size_t i = 0; i < num_samples_node; ++i) { + size_t sampleID = sampleIDs[nodeID][i]; double value = data->get(sampleID, varID); uint sample_classID = (*response_classIDs)[sampleID]; - if (value <= split_value) { - ++n_left; - ++class_counts_left[sample_classID]; + + // Add to count + if (value == 0) { + ++class_counts_0[sample_classID]; + ++n_0; + } else if (value == 1) { + ++class_counts_1[sample_classID]; + ++n_1; + } else { + ++class_counts_2[sample_classID]; + ++n_2; } } - // Stop if one child empty - size_t n_right = num_samples_node - n_left; - if (n_left == 0 || n_right == 0) { - continue; - } + // Split at 0 or 1 // Sum of squares - double sum_left = 0; - double sum_right = 0; + double sum_left_split_0 = 0; + double sum_right_split_0 = 0; + double sum_left_split_1 = 0; + double sum_right_split_1 = 0; for (size_t i = 0; i < num_classes; ++i) { - size_t class_counts_right = class_counts[i] - class_counts_left[i]; - sum_left += class_counts_left[i] * class_counts_left[i]; - sum_right += class_counts_right * class_counts_right; + size_t class_count_right = class_counts[i] - class_counts_0[i]; + sum_left_split_0 += class_counts_0[i] * class_counts_0[i]; + //sum_right_split_0 += class_counts_1[i] * class_counts_1[i] + class_counts_2[i] * class_counts_2[i]; + sum_right_split_0 += class_count_right * class_count_right; + + size_t class_count_left = class_counts[i] - class_counts_2[i]; + //sum_left_split_1 += class_counts_0[i] * class_counts_0[i] + class_counts_1[i] * class_counts_1[i]; + sum_left_split_1 += class_count_left * class_count_left; + sum_right_split_1 += +class_counts_2[i] * class_counts_2[i]; } + size_t n_left_split_0 = n_0; + size_t n_right_split_0 = n_1 + n_2; + size_t n_left_split_1 = n_0 + n_1; + size_t n_right_split_1 = n_2; // Decrease of impurity - double decrease = sum_left / (double) n_left + sum_right / (double) n_right; + double decrease_split_0 = sum_left_split_0 / (double) n_left_split_0 + + sum_right_split_0 / (double) n_right_split_0; + double decrease_split_1 = sum_left_split_1 / (double) n_left_split_1 + + sum_right_split_1 / (double) n_right_split_1; // If better than before, use this - if (decrease > best_decrease) { - best_value = split_value; + if (decrease_split_0 > best_decrease) { + best_value = 0; best_varID = varID; - best_decrease = decrease; + best_decrease = decrease_split_0; + } + if (decrease_split_1 > best_decrease) { + best_value = 1; + best_varID = varID; + best_decrease = decrease_split_1; + } + + // TODO: Remove +// std::cout << "Var: " << varID << ", Val: " << best_value << ", dec: " << decrease_split_0 << ", sumleft: " << sum_left_split_0 +// << ", sumright: " << sum_right_split_0 << ", nleft: " << n_left_split_0 << ", nright: " << n_right_split_0 << std::endl; + + } else { + + //Try next variable if all equal for this + if (possible_split_values.size() < 2) { + continue; + } + + // For all possible split values + for (auto& split_value : possible_split_values) { + + // Virtually split at this value. Count overall and for classes. + size_t n_left = 0; + for (size_t i = 0; i < num_classes; ++i) { + class_counts_left[i] = 0; + // class_counts_right[i] = 0; + } + + for (auto& sampleID : sampleIDs[nodeID]) { + double value = data->get(sampleID, varID); + uint sample_classID = (*response_classIDs)[sampleID]; + if (value <= split_value) { + ++n_left; + ++class_counts_left[sample_classID]; + } +// else { +// ++class_counts_right[sample_classID]; +// } + } + + // Stop if one child empty + size_t n_right = num_samples_node - n_left; + if (n_left == 0 || n_right == 0) { + continue; + } + + // Sum of squares + double sum_left = 0; + double sum_right = 0; + for (size_t i = 0; i < num_classes; ++i) { + size_t class_count_right = class_counts[i] - class_counts_left[i]; + sum_left += class_counts_left[i] * class_counts_left[i]; + sum_right += class_count_right * class_count_right; + // sum_right += class_counts_right[i] * class_counts_right[i]; + } + + // Decrease of impurity + double decrease = sum_left / (double) n_left + sum_right / (double) n_right; + + // If better than before, use this + if (decrease > best_decrease) { + best_value = split_value; + best_varID = varID; + best_decrease = decrease; + } } } } @@ -203,6 +292,10 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi delete[] class_counts_left; delete[] class_counts; + delete[] class_counts_0; + delete[] class_counts_1; + delete[] class_counts_2; + // Stop if no good split found if (best_decrease < 0) { return true; diff --git a/source/src/utility/Data.cpp b/source/src/utility/Data.cpp index 5597cd576..4a52bad4b 100644 --- a/source/src/utility/Data.cpp +++ b/source/src/utility/Data.cpp @@ -178,7 +178,7 @@ void Data::getAllValues(std::vector& all_values, std::vector& sa } } else { // If GWA data just use 0, 1. A split on 2 would always put all to the left. - all_values = std::vector( { 0, 1 }); + all_values = std::vector( { 0, 1, 2 }); } } From 2e89e3159bff2ed95c0f9c3990a49b098d8265af Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 8 Aug 2014 08:04:11 +0200 Subject: [PATCH 015/344] use only 0,1 instead of 0,1,2 for gwa data for splitting --- source/src/utility/Data.cpp | 44 ++++++++++++++++++------------------- 1 file changed, 22 insertions(+), 22 deletions(-) diff --git a/source/src/utility/Data.cpp b/source/src/utility/Data.cpp index 82400e52f..f3d980c79 100644 --- a/source/src/utility/Data.cpp +++ b/source/src/utility/Data.cpp @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #include #include @@ -178,7 +178,7 @@ void Data::getAllValues(std::vector& all_values, std::vector& sa } } else { // If GWA data just use 0, 1, 2 - all_values = std::vector( { 0, 1, 2 }); + all_values = std::vector( { 0, 1 }); } } From b758d6c8654f0df52dd267e59f0c488aaf901100 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 8 Aug 2014 14:02:11 +0200 Subject: [PATCH 016/344] finish gwa splitting --- source/src/Tree/TreeClassification.cpp | 262 +++++++++++++------------ source/src/Tree/TreeClassification.h | 50 +++-- source/src/utility/Data.cpp | 2 +- 3 files changed, 165 insertions(+), 149 deletions(-) diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index e79125b3c..561e0519f 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -130,10 +130,12 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi size_t best_varID = 0; double best_value = 0; + // Class counts size_t* class_counts_left = new size_t[num_classes]; size_t* class_counts = new size_t[num_classes]; - size_t* class_counts_0 = new size_t[num_classes]; + // Reuse class_counts_left + size_t* class_counts_0 = class_counts_left; size_t* class_counts_1 = new size_t[num_classes]; size_t* class_counts_2 = new size_t[num_classes]; @@ -154,145 +156,28 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi std::vector possible_split_values; data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); + //Try next variable if all equal for this + if (possible_split_values.size() < 2) { + continue; + } + // If the column consists only of gwa data if (possible_split_values.size() == 3 && possible_split_values[0] == 0 && possible_split_values[1] == 1 && possible_split_values[2] == 2) { - for (size_t i = 0; i < num_classes; ++i) { - class_counts_0[i] = 0; - class_counts_1[i] = 0; - class_counts_2[i] = 0; - } - - size_t n_0 = 0; - size_t n_1 = 0; - size_t n_2 = 0; - - for (size_t i = 0; i < num_samples_node; ++i) { - size_t sampleID = sampleIDs[nodeID][i]; - double value = data->get(sampleID, varID); - uint sample_classID = (*response_classIDs)[sampleID]; - - // Add to count - if (value == 0) { - ++class_counts_0[sample_classID]; - ++n_0; - } else if (value == 1) { - ++class_counts_1[sample_classID]; - ++n_1; - } else { - ++class_counts_2[sample_classID]; - ++n_2; - } - } - - // Split at 0 or 1 - - // Sum of squares - double sum_left_split_0 = 0; - double sum_right_split_0 = 0; - double sum_left_split_1 = 0; - double sum_right_split_1 = 0; - for (size_t i = 0; i < num_classes; ++i) { - size_t class_count_right = class_counts[i] - class_counts_0[i]; - sum_left_split_0 += class_counts_0[i] * class_counts_0[i]; - //sum_right_split_0 += class_counts_1[i] * class_counts_1[i] + class_counts_2[i] * class_counts_2[i]; - sum_right_split_0 += class_count_right * class_count_right; - - size_t class_count_left = class_counts[i] - class_counts_2[i]; - //sum_left_split_1 += class_counts_0[i] * class_counts_0[i] + class_counts_1[i] * class_counts_1[i]; - sum_left_split_1 += class_count_left * class_count_left; - sum_right_split_1 += +class_counts_2[i] * class_counts_2[i]; - } - size_t n_left_split_0 = n_0; - size_t n_right_split_0 = n_1 + n_2; - size_t n_left_split_1 = n_0 + n_1; - size_t n_right_split_1 = n_2; - - // Decrease of impurity - double decrease_split_0 = sum_left_split_0 / (double) n_left_split_0 - + sum_right_split_0 / (double) n_right_split_0; - double decrease_split_1 = sum_left_split_1 / (double) n_left_split_1 - + sum_right_split_1 / (double) n_right_split_1; - - // If better than before, use this - if (decrease_split_0 > best_decrease) { - best_value = 0; - best_varID = varID; - best_decrease = decrease_split_0; - } - if (decrease_split_1 > best_decrease) { - best_value = 1; - best_varID = varID; - best_decrease = decrease_split_1; - } - - // TODO: Remove -// std::cout << "Var: " << varID << ", Val: " << best_value << ", dec: " << decrease_split_0 << ", sumleft: " << sum_left_split_0 -// << ", sumright: " << sum_right_split_0 << ", nleft: " << n_left_split_0 << ", nright: " << n_right_split_0 << std::endl; + findBestSplitValueGWA(nodeID, varID, num_classes, num_samples_node, class_counts, class_counts_0, class_counts_1, + class_counts_2, best_value, best_varID, best_decrease); } else { - //Try next variable if all equal for this - if (possible_split_values.size() < 2) { - continue; - } + findBestSplitValue(nodeID, varID, possible_split_values, class_counts, class_counts_left, num_classes, + num_samples_node, best_value, best_varID, best_decrease); - // For all possible split values - for (auto& split_value : possible_split_values) { - - // Virtually split at this value. Count overall and for classes. - size_t n_left = 0; - for (size_t i = 0; i < num_classes; ++i) { - class_counts_left[i] = 0; - // class_counts_right[i] = 0; - } - - for (auto& sampleID : sampleIDs[nodeID]) { - double value = data->get(sampleID, varID); - uint sample_classID = (*response_classIDs)[sampleID]; - if (value <= split_value) { - ++n_left; - ++class_counts_left[sample_classID]; - } -// else { -// ++class_counts_right[sample_classID]; -// } - } - - // Stop if one child empty - size_t n_right = num_samples_node - n_left; - if (n_left == 0 || n_right == 0) { - continue; - } - - // Sum of squares - double sum_left = 0; - double sum_right = 0; - for (size_t i = 0; i < num_classes; ++i) { - size_t class_count_right = class_counts[i] - class_counts_left[i]; - sum_left += class_counts_left[i] * class_counts_left[i]; - sum_right += class_count_right * class_count_right; - // sum_right += class_counts_right[i] * class_counts_right[i]; - } - - // Decrease of impurity - double decrease = sum_left / (double) n_left + sum_right / (double) n_right; - - // If better than before, use this - if (decrease > best_decrease) { - best_value = split_value; - best_varID = varID; - best_decrease = decrease; - } - } } } delete[] class_counts_left; delete[] class_counts; - - delete[] class_counts_0; delete[] class_counts_1; delete[] class_counts_2; @@ -312,6 +197,129 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi return false; } +void TreeClassification::findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, + size_t* class_counts, size_t* class_counts_left, size_t num_classes, size_t num_samples_node, double& best_value, + size_t& best_varID, double& best_decrease) { + + // For all possible split values + for (auto& split_value : possible_split_values) { + + // Initialize + size_t n_left = 0; + for (size_t i = 0; i < num_classes; ++i) { + class_counts_left[i] = 0; + } + + // Virtually split at this value. Count overall and for classes. + for (auto& sampleID : sampleIDs[nodeID]) { + double value = data->get(sampleID, varID); + uint sample_classID = (*response_classIDs)[sampleID]; + if (value <= split_value) { + ++n_left; + ++class_counts_left[sample_classID]; + } + } + + // Stop if one child empty + size_t n_right = num_samples_node - n_left; + if (n_left == 0 || n_right == 0) { + continue; + } + + // Sum of squares + double sum_left = 0; + double sum_right = 0; + for (size_t i = 0; i < num_classes; ++i) { + size_t class_count_right = class_counts[i] - class_counts_left[i]; + sum_left += class_counts_left[i] * class_counts_left[i]; + sum_right += class_count_right * class_count_right; + } + + // Decrease of impurity + double decrease = sum_left / (double) n_left + sum_right / (double) n_right; + + // If better than before, use this + if (decrease > best_decrease) { + best_value = split_value; + best_varID = varID; + best_decrease = decrease; + } + } + +} + +void TreeClassification::findBestSplitValueGWA(size_t nodeID, size_t varID, size_t num_classes, size_t num_samples_node, + size_t* class_counts, size_t* class_counts_0, size_t* class_counts_1, size_t* class_counts_2, double& best_value, + size_t& best_varID, double& best_decrease) { + + // Initialize + for (size_t i = 0; i < num_classes; ++i) { + class_counts_0[i] = 0; + class_counts_1[i] = 0; + class_counts_2[i] = 0; + } + size_t n_0 = 0; + size_t n_1 = 0; + size_t n_2 = 0; + + // Count 0,1,2 per classes + for (size_t i = 0; i < num_samples_node; ++i) { + size_t sampleID = sampleIDs[nodeID][i]; + double value = data->get(sampleID, varID); + uint sample_classID = (*response_classIDs)[sampleID]; + + // Add to count + if (value == 0) { + ++class_counts_0[sample_classID]; + ++n_0; + } else if (value == 1) { + ++class_counts_1[sample_classID]; + ++n_1; + } else { + ++class_counts_2[sample_classID]; + ++n_2; + } + } + + // Split at 0 or 1 + // Sum of squares + double sum_left_split_0 = 0; + double sum_right_split_0 = 0; + double sum_left_split_1 = 0; + double sum_right_split_1 = 0; + for (size_t i = 0; i < num_classes; ++i) { + size_t class_count_right = class_counts[i] - class_counts_0[i]; + sum_left_split_0 += class_counts_0[i] * class_counts_0[i]; + sum_right_split_0 += class_count_right * class_count_right; + + size_t class_count_left = class_counts[i] - class_counts_2[i]; + sum_left_split_1 += class_count_left * class_count_left; + sum_right_split_1 += +class_counts_2[i] * class_counts_2[i]; + } + + // Number of samples left and right per split + size_t n_left_split_0 = n_0; + size_t n_right_split_0 = n_1 + n_2; + size_t n_left_split_1 = n_0 + n_1; + size_t n_right_split_1 = n_2; + + // Decrease of impurity + double decrease_split_0 = sum_left_split_0 / (double) n_left_split_0 + sum_right_split_0 / (double) n_right_split_0; + double decrease_split_1 = sum_left_split_1 / (double) n_left_split_1 + sum_right_split_1 / (double) n_right_split_1; + + // If better than before, use this + if (decrease_split_0 > best_decrease) { + best_value = 0; + best_varID = varID; + best_decrease = decrease_split_0; + } + if (decrease_split_1 > best_decrease) { + best_value = 1; + best_varID = varID; + best_decrease = decrease_split_1; + } +} + void TreeClassification::addGiniImportance(size_t nodeID, size_t varID, double decrease) { std::vector class_counts; diff --git a/source/src/Tree/TreeClassification.h b/source/src/Tree/TreeClassification.h index 883adddac..ebf31e79f 100644 --- a/source/src/Tree/TreeClassification.h +++ b/source/src/Tree/TreeClassification.h @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #ifndef TREECLASSIFICATION_H_ #define TREECLASSIFICATION_H_ @@ -42,6 +42,8 @@ class TreeClassification: public Tree { virtual ~TreeClassification(); + void initInternal(); + void addPrediction(size_t nodeID, size_t sampleID); double estimate(size_t nodeID); void computePermutationImportanceInternal(std::vector>* permutations); @@ -55,6 +57,12 @@ class TreeClassification: public Tree { // Called by splitNodeInternal(). Sets split_varIDs and split_values. bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); + void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, size_t* class_counts, + size_t* class_counts_left, size_t num_classes, size_t num_samples_node, double& best_value, size_t& best_varID, + double& best_decrease); + void findBestSplitValueGWA(size_t nodeID, size_t varID, size_t num_classes, size_t num_samples_node, + size_t* class_counts, size_t* class_counts_0, size_t* class_counts_1, size_t* class_counts_2, double& best_value, + size_t& best_varID, double& best_decrease); void addGiniImportance(size_t nodeID, size_t varID, double decrease); diff --git a/source/src/utility/Data.cpp b/source/src/utility/Data.cpp index 4a52bad4b..f14c8e372 100644 --- a/source/src/utility/Data.cpp +++ b/source/src/utility/Data.cpp @@ -177,7 +177,7 @@ void Data::getAllValues(std::vector& all_values, std::vector& sa } } } else { - // If GWA data just use 0, 1. A split on 2 would always put all to the left. + // If GWA data just use 0, 1, 2. all_values = std::vector( { 0, 1, 2 }); } From 8a94553a3632630e5304d88880c2dbb7ca36f914 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 11 Aug 2014 11:20:07 +0200 Subject: [PATCH 017/344] add operation to progress --- source/src/Forest/Forest.cpp | 10 +++++----- source/src/Forest/Forest.h | 2 +- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/source/src/Forest/Forest.cpp b/source/src/Forest/Forest.cpp index 1bc3d40ea..e5f6bc0c1 100644 --- a/source/src/Forest/Forest.cpp +++ b/source/src/Forest/Forest.cpp @@ -345,7 +345,7 @@ void Forest::grow() { for (uint i = 0; i < num_threads; ++i) { threads.push_back(std::thread(&Forest::growTreesInThread, this, i)); } - showProgress(); + showProgress("Growing trees.."); for (auto &thread : threads) { thread.join(); } @@ -360,7 +360,7 @@ void Forest::predict() { for (uint i = 0; i < num_threads; ++i) { threads.push_back(std::thread(&Forest::predictTreesInThread, this, i, data, false)); } - showProgress(); + showProgress("Predicting.."); for (auto &thread : threads) { thread.join(); } @@ -411,7 +411,7 @@ void Forest::computePermutationImportance() { for (uint i = 0; i < num_threads; ++i) { threads.push_back(std::thread(&Forest::computeTreePermutationImportanceInThread, this, i)); } - //showProgress(); + showProgress("Computing permutation importance.."); for (auto &thread : threads) { thread.join(); } @@ -555,7 +555,7 @@ void Forest::setAlwaysSplitVariables(std::vector& always_split_vari } } -void Forest::showProgress() { +void Forest::showProgress(std::string operation) { using std::chrono::steady_clock; using std::chrono::duration_cast; using std::chrono::seconds; @@ -573,7 +573,7 @@ void Forest::showProgress() { double relative_progress = (double) progress / (double) num_trees; seconds time_from_start = duration_cast(steady_clock::now() - start_time); uint remaining_time = (1 / relative_progress - 1) * time_from_start.count(); - *verbose_out << "Progress: " << round(100 * relative_progress) << "%. Estimated remaining time: " + *verbose_out << operation << " Progress: " << round(100 * relative_progress) << "%. Estimated remaining time: " << beautifyTime(remaining_time) << "." << std::endl; last_time = steady_clock::now(); } diff --git a/source/src/Forest/Forest.h b/source/src/Forest/Forest.h index d16712783..cd44a4a67 100644 --- a/source/src/Forest/Forest.h +++ b/source/src/Forest/Forest.h @@ -150,7 +150,7 @@ class Forest { void setAlwaysSplitVariables(std::vector& always_split_variable_names); // Show progress every few seconds - void showProgress(); + void showProgress(std::string operation); // Verbose output stream, cout if verbose==true, logfile if not std::ostream* verbose_out; From 93553b6be191325bc45cc3b51325288fbf62c51e Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 11 Aug 2014 11:20:29 +0200 Subject: [PATCH 018/344] add tune functions --- R_package/create_package.R | 3 +- R_package/tune.R | 65 ++++++++++++++++++++++++++++++++++++++ 2 files changed, 67 insertions(+), 1 deletion(-) create mode 100644 R_package/tune.R diff --git a/R_package/create_package.R b/R_package/create_package.R index e8fabf3e4..8c8926cce 100644 --- a/R_package/create_package.R +++ b/R_package/create_package.R @@ -21,7 +21,8 @@ src.file <- c("Makevars", "Makevars.win", "rangerCpp.cpp", src.file <- src.file[src.file != ("../source/src/main.cpp") & src.file != ("../source/src/utility/ArgumentHandler.cpp") & src.file != ("../source/src/utility/ArgumentHandler.h")] -code.file <- c("ranger.R", "predict.R", "print.R", "importance.R", "predictions.R", "timepoints.R") +code.file <- c("ranger.R", "predict.R", "print.R", "importance.R", "predictions.R", + "timepoints.R", "tune.R") ## Get version package.version <- scan("../source/src/version.h", character(0))[5] diff --git a/R_package/tune.R b/R_package/tune.R new file mode 100644 index 000000000..c690465c9 --- /dev/null +++ b/R_package/tune.R @@ -0,0 +1,65 @@ +# ------------------------------------------------------------------------------- +# This file is part of Ranger. +# +# Ranger is free software: you can redistribute it and/or modify +# it under the terms of the GNU General Public License as published by +# the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# Ranger is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with Ranger. If not, see . +# +# Written by: +# +# Marvin N. Wright +# Institut für Medizinische Biometrie und Statistik +# Universität zu Lübeck +# Ratzeburger Allee 160 +# 23562 Lübeck +# +# http://www.imbs-luebeck.de +# wright@imbs.uni-luebeck.de +# ------------------------------------------------------------------------------- + +##' Runs ranger for a vector of \code{mtry} values and returns the prediction error for each run. +##' +##' +##' @title Tune mtry +##' @param mtry Vector of \code{mtry} values to try. +##' @param ... Further arguments passed to Ranger. +##' @return Prediction error for each tried \code{mtry} value. +##' @seealso \code{\link{ranger}} +##' @author Marvin N. Wright +##' @export +tune.mtry <- function(mtry, ...) { + result <- sapply(mtry, function(x) { + rf <- ranger(mtry = x, ...) + rf$prediction.error + }) + names(result) <- mtry + return(result) +} + +##' Runs ranger for a vector of \code{min.node.size} values and returns the prediction error for each run. +##' +##' +##' @title Tune terminal node size +##' @param min.node.size Vector of \code{min.node.size} values to try. +##' @param ... Further arguments passed to Ranger. +##' @return Prediction error for each tried \code{min.node.size} value. +##' @seealso \code{\link{ranger}} +##' @author Marvin N. Wright +##' @export +tune.nodesize <- function(min.node.size, ...) { + result <- sapply(min.node.size, function(x) { + rf <- ranger(min.node.size = x, ...) + rf$prediction.error + }) + names(result) <- min.node.size + return(result) +} From dc3591da0e37369fb4f637f5536d12edb7d17e29 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 11 Aug 2014 14:11:17 +0200 Subject: [PATCH 019/344] reserve space for permutation only once --- source/src/Tree/Tree.cpp | 56 +++++++++++++++++++--------------------- source/src/Tree/Tree.h | 2 +- 2 files changed, 28 insertions(+), 30 deletions(-) diff --git a/source/src/Tree/Tree.cpp b/source/src/Tree/Tree.cpp index 123aa76f3..29c11618d 100644 --- a/source/src/Tree/Tree.cpp +++ b/source/src/Tree/Tree.cpp @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #include @@ -147,6 +147,9 @@ void Tree::computePermutationImportance() { predictions.clear(); reservePredictionMemory(num_samples_oob); + // Reserve space for permutations, initialize with oob_sampleIDs + std::vector permutations(oob_sampleIDs); + // Randomly permute for all independent variables for (size_t i = 0; i < num_independent_variables; ++i) { @@ -159,7 +162,7 @@ void Tree::computePermutationImportance() { } // Permute and compute prediction accuracy again for this permutation and save difference - permuteAndPredictOobSamples(varID); + permuteAndPredictOobSamples(varID, permutations); double accuracy_permuted = computePredictionAccuracyInternal(); variable_importance.push_back(accuracy_normal - accuracy_permuted); } @@ -264,10 +267,10 @@ size_t Tree::dropDownSamplePermuted(size_t permuted_varID, size_t sampleID, size return nodeID; } -void Tree::permuteAndPredictOobSamples(size_t permuted_varID) { +void Tree::permuteAndPredictOobSamples(size_t permuted_varID, std::vector& permutations) { // Permute OOB sample - std::vector permutations(oob_sampleIDs); + //std::vector permutations(oob_sampleIDs); std::shuffle(permutations.begin(), permutations.end(), random_number_generator); // For each sample, drop down the tree and add prediction @@ -313,8 +316,3 @@ void Tree::bootstrapWithoutReplacement() { num_samples_oob = oob_sampleIDs.size(); } - - - - - diff --git a/source/src/Tree/Tree.h b/source/src/Tree/Tree.h index 4b091e5e1..8948d27d6 100644 --- a/source/src/Tree/Tree.h +++ b/source/src/Tree/Tree.h @@ -94,7 +94,7 @@ class Tree { virtual void createEmptyNodeInternal() = 0; size_t dropDownSamplePermuted(size_t permuted_varID, size_t sampleID, size_t permuted_sampleID); - void permuteAndPredictOobSamples(size_t permuted_varID); + void permuteAndPredictOobSamples(size_t permuted_varID, std::vector& permutations); virtual double computePredictionAccuracyInternal() = 0; From e881717cd716244f3690f122f7d3911cd390eadc Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 11 Aug 2014 18:45:05 +0200 Subject: [PATCH 020/344] just return 0,1 for gwa data --- source/src/Tree/TreeClassification.cpp | 5 +++-- source/src/utility/Data.cpp | 4 ++-- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 561e0519f..7e2de982f 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -162,8 +162,9 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi } // If the column consists only of gwa data - if (possible_split_values.size() == 3 && possible_split_values[0] == 0 && possible_split_values[1] == 1 - && possible_split_values[2] == 2) { + if ((possible_split_values.size() == 2 && possible_split_values[0] == 0 && possible_split_values[1] == 1) + || (possible_split_values.size() == 3 && possible_split_values[0] == 0 && possible_split_values[1] == 1 + && possible_split_values[2] == 2)) { findBestSplitValueGWA(nodeID, varID, num_classes, num_samples_node, class_counts, class_counts_0, class_counts_1, class_counts_2, best_value, best_varID, best_decrease); diff --git a/source/src/utility/Data.cpp b/source/src/utility/Data.cpp index f14c8e372..4829bfff9 100644 --- a/source/src/utility/Data.cpp +++ b/source/src/utility/Data.cpp @@ -177,8 +177,8 @@ void Data::getAllValues(std::vector& all_values, std::vector& sa } } } else { - // If GWA data just use 0, 1, 2. - all_values = std::vector( { 0, 1, 2 }); + // If GWA data just use 0, 1. A split at 2 would always produce empty right child. + all_values = std::vector( { 0, 1}); } } From b2eef7a94aad7fa981dc9242342b46e8daca6457 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 11 Aug 2014 18:45:19 +0200 Subject: [PATCH 021/344] add replicates to tune --- R_package/tune.R | 30 ++++++++++++++++++------------ 1 file changed, 18 insertions(+), 12 deletions(-) diff --git a/R_package/tune.R b/R_package/tune.R index c690465c9..c12b1bb9f 100644 --- a/R_package/tune.R +++ b/R_package/tune.R @@ -27,39 +27,45 @@ # ------------------------------------------------------------------------------- ##' Runs ranger for a vector of \code{mtry} values and returns the prediction error for each run. -##' +##' For each \code{mtry} the analysis will be replicated \code{n} times. ##' ##' @title Tune mtry ##' @param mtry Vector of \code{mtry} values to try. +##' @param n Number of replicates. ##' @param ... Further arguments passed to Ranger. ##' @return Prediction error for each tried \code{mtry} value. ##' @seealso \code{\link{ranger}} ##' @author Marvin N. Wright ##' @export -tune.mtry <- function(mtry, ...) { - result <- sapply(mtry, function(x) { - rf <- ranger(mtry = x, ...) - rf$prediction.error +tune.mtry <- function(mtry, n = 1, ...) { + result <- sapply(1:n, function(x) { + sapply(mtry, function(y) { + rf <- ranger(mtry = y, ...) + rf$prediction.error + }) }) - names(result) <- mtry + rownames(result) <- mtry return(result) } ##' Runs ranger for a vector of \code{min.node.size} values and returns the prediction error for each run. -##' +##' For each \code{mtry} the analysis will be replicated \code{n} times. ##' ##' @title Tune terminal node size ##' @param min.node.size Vector of \code{min.node.size} values to try. +##' @param n Number of replicates. ##' @param ... Further arguments passed to Ranger. ##' @return Prediction error for each tried \code{min.node.size} value. ##' @seealso \code{\link{ranger}} ##' @author Marvin N. Wright ##' @export -tune.nodesize <- function(min.node.size, ...) { - result <- sapply(min.node.size, function(x) { - rf <- ranger(min.node.size = x, ...) - rf$prediction.error +tune.nodesize <- function(min.node.size, n = 1, ...) { + result <- sapply(1:n, function(x) { + sapply(min.node.size, function(y) { + rf <- ranger(min.node.size = y, ...) + rf$prediction.error + }) }) - names(result) <- min.node.size + rownames(result) <- min.node.size return(result) } From af86de22637d491d5ccb46cfeddeba004e1080eb Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 12 Aug 2014 10:05:21 +0200 Subject: [PATCH 022/344] add survival GWA splitting --- source/src/Tree/TreeSurvival.cpp | 157 +++++++++++++++++++++++++++++-- source/src/Tree/TreeSurvival.h | 47 ++++----- 2 files changed, 173 insertions(+), 31 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 2efe22ad5..d814e1357 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -103,6 +103,12 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss size_t* num_deaths_left_child = new size_t[num_timepoints]; size_t* num_samples_at_risk_left_child = new size_t[num_timepoints]; + // Reuse left + size_t* num_deaths_0 = num_deaths_left_child; + size_t* num_samples_at_risk_0 = num_samples_at_risk_left_child; + size_t* num_deaths_1 = new size_t[num_timepoints]; + size_t* num_samples_at_risk_1 = new size_t[num_timepoints]; + size_t num_unique_death_times = 0; computeDeathCounts(num_deaths, num_samples_at_risk, num_unique_death_times, nodeID); @@ -121,16 +127,25 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss continue; } - // For all possible split values - for (auto& split_value : possible_split_values) { - - // Compute logrank and use split if better than before - double logrank = computeLogRankTest(nodeID, varID, split_value, num_deaths, num_samples_at_risk, - num_deaths_left_child, num_samples_at_risk_left_child, num_unique_death_times); - if (logrank > best_logrank) { - best_value = split_value; - best_varID = varID; - best_logrank = logrank; + // If the column consists only of gwa data + if ((possible_split_values.size() == 2 && possible_split_values[0] == 0 && possible_split_values[1] == 1) + || (possible_split_values.size() == 3 && possible_split_values[0] == 0 && possible_split_values[1] == 1 + && possible_split_values[2] == 2)) { + findBestSplitValueLogRankGWA(nodeID, varID, num_samples_at_risk, num_deaths, num_samples_at_risk_0, + num_samples_at_risk_1, num_deaths_0, num_deaths_1, best_value, best_varID, best_logrank); + } else { + + // For all possible split values + for (auto& split_value : possible_split_values) { + + // Compute logrank and use split if better than before + double logrank = computeLogRankTest(nodeID, varID, split_value, num_deaths, num_samples_at_risk, + num_deaths_left_child, num_samples_at_risk_left_child, num_unique_death_times); + if (logrank > best_logrank) { + best_value = split_value; + best_varID = varID; + best_logrank = logrank; + } } } } @@ -161,6 +176,8 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss delete[] num_samples_at_risk; delete[] num_deaths_left_child; delete[] num_samples_at_risk_left_child; + delete[] num_deaths_1; + delete[] num_samples_at_risk_1; return result; } @@ -274,3 +291,123 @@ void TreeSurvival::computeChildDeathCounts(size_t nodeID, size_t varID, double s } } } + +void TreeSurvival::findBestSplitValueLogRankGWA(size_t nodeID, size_t varID, size_t* num_samples_at_risk, + size_t* num_deaths, size_t* num_samples_at_risk_0, size_t* num_samples_at_risk_1, size_t* num_deaths_0, + size_t* num_deaths_1, double& best_value, size_t& best_varID, double& best_logrank) { + + double nominator_split_0 = 0; + double nominator_split_1 = 0; + double denominator_squared_split_0 = 0; + double denominator_squared_split_1 = 0; + size_t all_samples_0 = 0; + size_t all_samples_1 = 0; + + size_t* num_samples_at_risk_value; + size_t* num_deaths_value; + + // Initialize + for (size_t i = 0; i < num_timepoints; ++i) { + num_samples_at_risk_0[i] = 0; + num_samples_at_risk_1[i] = 0; + + num_deaths_0[i] = 0; + num_deaths_1[i] = 0; + } + + // Count deaths and samples at risk in left child for this split + for (auto& sampleID : sampleIDs[nodeID]) { + double value = data->get(sampleID, varID); + double survival_time = data->get(sampleID, dependent_varID); + + if (value == 0) { + ++all_samples_0; + num_samples_at_risk_value = num_samples_at_risk_0; + num_deaths_value = num_deaths_0; + } else if (value == 1) { + ++all_samples_1; + num_samples_at_risk_value = num_samples_at_risk_1; + num_deaths_value = num_deaths_1; + } + + size_t t = 0; + while (t < unique_timepoints->size() && (*unique_timepoints)[t] < survival_time) { + ++num_samples_at_risk_value[t]; + ++t; + } + + // Now t is the survival time, add to at risk and to death if death + if (t < unique_timepoints->size()) { + ++num_samples_at_risk_value[t]; + if (data->get(sampleID, status_varID) == 1) { + ++num_deaths_value[t]; + } + } + } + + // Do not consider this split point if fewer than min_node_size samples in one node + size_t all_samples = sampleIDs[nodeID].size(); + bool split_okay_0 = true; + if (all_samples_0 < min_node_size || (all_samples - all_samples_0) < min_node_size) { + split_okay_0 = false; + } + bool split_okay_1 = true; + if ((all_samples_0 + all_samples_1) < min_node_size + || (all_samples - all_samples_0 - all_samples_1) < min_node_size) { + split_okay_1 = false; + } + if (!split_okay_0 && !split_okay_1) { + return; + } + + for (size_t t = 0; t < num_timepoints; ++t) { + + if (num_samples_at_risk[t] < 2) { + continue; + } + + // Nominator and demoninator for log-rank test, notation from Ishwaran et al. + double di = (double) num_deaths[t]; + double Yi = (double) num_samples_at_risk[t]; + double temp = ((Yi - di) / (Yi - 1)) * di; + + if (split_okay_0) { + double di1_split_0 = (double) num_deaths_0[t]; + double Yi1_split_0 = (double) num_samples_at_risk_0[t]; + nominator_split_0 += di1_split_0 - Yi1_split_0 * (di / Yi); + denominator_squared_split_0 += (Yi1_split_0 / Yi) * (1.0 - Yi1_split_0 / Yi) * temp; + } + + if (split_okay_1) { + double di1_split_1 = (double) (num_deaths_0[t] + num_deaths_1[t]); + double Yi1_split_1 = (double) (num_samples_at_risk_0[t] + num_samples_at_risk_1[t]); + nominator_split_1 += di1_split_1 - Yi1_split_1 * (di / Yi); + denominator_squared_split_1 += (Yi1_split_1 / Yi) * (1.0 - Yi1_split_1 / Yi) * temp; + } + } + + if (split_okay_0) { + double logrank_split_0 = -1; + if (denominator_squared_split_0 != 0) { + logrank_split_0 = fabs(nominator_split_0 / sqrt(denominator_squared_split_0)); + } + if (logrank_split_0 > best_logrank) { + best_value = 0; + best_varID = varID; + best_logrank = logrank_split_0; + } + } + + if (split_okay_1) { + double logrank_split_1 = -1; + if (denominator_squared_split_1 != 0) { + logrank_split_1 = fabs(nominator_split_1 / sqrt(denominator_squared_split_1)); + } + if (logrank_split_1 > best_logrank) { + best_value = 1; + best_varID = varID; + best_logrank = logrank_split_1; + } + } + +} diff --git a/source/src/Tree/TreeSurvival.h b/source/src/Tree/TreeSurvival.h index c7c7ea723..52d0c7ec2 100644 --- a/source/src/Tree/TreeSurvival.h +++ b/source/src/Tree/TreeSurvival.h @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #ifndef TREESURVIVAL_H_ #define TREESURVIVAL_H_ @@ -70,6 +70,11 @@ class TreeSurvival: public Tree { void computeChildDeathCounts(size_t nodeID, size_t varID, double split_value, size_t* num_deaths_left_child, size_t* num_samples_at_risk_left_child, size_t* num_samples_left_child); + // Dirty but fast version for GWAS data + void findBestSplitValueLogRankGWA(size_t nodeID, size_t varID, size_t* num_samples_at_risk, size_t* num_deaths, + size_t* num_samples_at_risk_0, size_t* num_samples_at_risk_1, size_t* num_deaths_0, size_t* num_deaths_1, + double& best_value, size_t& best_varID, double& best_logrank); + void reservePredictionMemory(size_t num_predictions) { predictions.resize(num_predictions, std::vector()); for (auto& sample_vector : predictions) { From f71fbeb027a3e533bab3f85ecd8be4e03d47e5f5 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 12 Aug 2014 10:16:20 +0200 Subject: [PATCH 023/344] add initInternal and cleanUpInternal functions to trees --- source/src/Tree/Tree.h | 3 ++ source/src/Tree/TreeClassification.cpp | 4 ++ source/src/Tree/TreeClassification.h | 4 ++ source/src/Tree/TreeProbability.cpp | 4 ++ source/src/Tree/TreeProbability.h | 48 +++++++++++++---------- source/src/Tree/TreeRegression.cpp | 4 ++ source/src/Tree/TreeRegression.h | 54 ++++++++++++++------------ source/src/Tree/TreeSurvival.cpp | 4 ++ source/src/Tree/TreeSurvival.h | 13 ++++--- 9 files changed, 88 insertions(+), 50 deletions(-) diff --git a/source/src/Tree/Tree.h b/source/src/Tree/Tree.h index 8948d27d6..a5d928f7f 100644 --- a/source/src/Tree/Tree.h +++ b/source/src/Tree/Tree.h @@ -50,6 +50,7 @@ class Tree { std::vector* deterministic_varIDs, std::vector* split_select_varIDs, std::vector* split_select_weights, ImportanceMode importance_mode, uint min_node_size, std::vector* no_split_variables, bool sample_with_replacement); + virtual void initInternal() = 0; void grow(); @@ -103,6 +104,8 @@ class Tree { virtual void reservePredictionMemory(size_t num_predictions) = 0; + virtual void cleanUpInternal() = 0; + size_t dependent_varID; uint mtry; diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 7e2de982f..8298d2be2 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -50,6 +50,10 @@ TreeClassification::TreeClassification(std::vector>& child_n TreeClassification::~TreeClassification() { } +void TreeClassification::initInternal() { + // TODO +} + void TreeClassification::addPrediction(size_t nodeID, size_t sampleID) { predictions[0][sampleID] = split_values[nodeID]; } diff --git a/source/src/Tree/TreeClassification.h b/source/src/Tree/TreeClassification.h index ebf31e79f..e76f3f134 100644 --- a/source/src/Tree/TreeClassification.h +++ b/source/src/Tree/TreeClassification.h @@ -71,6 +71,10 @@ class TreeClassification: public Tree { predictions[0].resize(num_predictions, 0); } + void cleanUpInternal() { + // TODO + } + // Classes of the dependent variable and classIDs for responses std::vector* class_values; std::vector* response_classIDs; diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index a05a09bfd..ab04719e9 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -44,6 +44,10 @@ TreeProbability::TreeProbability(std::vector>& child_nodeIDs TreeProbability::~TreeProbability() { } +void TreeProbability::initInternal() { + // Empty on purpose +} + void TreeProbability::addPrediction(size_t nodeID, size_t sampleID) { // TODO: We are copying everything .. Slow? diff --git a/source/src/Tree/TreeProbability.h b/source/src/Tree/TreeProbability.h index d9acf311a..0c9917394 100644 --- a/source/src/Tree/TreeProbability.h +++ b/source/src/Tree/TreeProbability.h @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #ifndef TREEPROBABILITY_H_ #define TREEPROBABILITY_H_ @@ -45,6 +45,8 @@ class TreeProbability: public Tree { virtual ~TreeProbability(); + void initInternal(); + void addPrediction(size_t nodeID, size_t sampleID); void addToTerminalNodes(size_t nodeID); void computePermutationImportanceInternal(std::vector>* permutations); @@ -72,6 +74,10 @@ class TreeProbability: public Tree { } } + void cleanUpInternal() { + // Empty on purpose + } + // Classes of the dependent variable and classIDs for responses std::vector* class_values; std::vector* response_classIDs; diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index f11b95d69..5012cf8d9 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -45,6 +45,10 @@ TreeRegression::TreeRegression(std::vector>& child_nodeIDs, TreeRegression::~TreeRegression() { } +void TreeRegression::initInternal() { + // Empty on purpose +} + void TreeRegression::addPrediction(size_t nodeID, size_t sampleID) { predictions[0][sampleID] = split_values[nodeID]; } diff --git a/source/src/Tree/TreeRegression.h b/source/src/Tree/TreeRegression.h index 6af966d9c..6282724f5 100644 --- a/source/src/Tree/TreeRegression.h +++ b/source/src/Tree/TreeRegression.h @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #ifndef TREEREGRESSION_H_ #define TREEREGRESSION_H_ @@ -42,6 +42,8 @@ class TreeRegression: public Tree { virtual ~TreeRegression(); + void initInternal(); + void addPrediction(size_t nodeID, size_t sampleID); double estimate(size_t nodeID); void computePermutationImportanceInternal(std::vector>* permutations); @@ -61,9 +63,13 @@ class TreeRegression: public Tree { double computePredictionMSE(); void reservePredictionMemory(size_t num_predictions) { - predictions.push_back(std::vector()); - predictions[0].resize(num_predictions, 0); - } + predictions.push_back(std::vector()); + predictions[0].resize(num_predictions, 0); + } + + void cleanUpInternal() { + // Empty on purpose + } DISALLOW_COPY_AND_ASSIGN(TreeRegression); }; diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index d814e1357..565eb9ade 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -51,6 +51,10 @@ TreeSurvival::TreeSurvival(std::vector>& child_nodeIDs, std: TreeSurvival::~TreeSurvival() { } +void TreeSurvival::initInternal() { + // TODO +} + void TreeSurvival::addPrediction(size_t nodeID, size_t sampleID) { predictions[sampleID] = chf[nodeID]; } diff --git a/source/src/Tree/TreeSurvival.h b/source/src/Tree/TreeSurvival.h index 52d0c7ec2..d65a1eef0 100644 --- a/source/src/Tree/TreeSurvival.h +++ b/source/src/Tree/TreeSurvival.h @@ -42,6 +42,8 @@ class TreeSurvival: public Tree { virtual ~TreeSurvival(); + void initInternal(); + void addPrediction(size_t nodeID, size_t sampleID); void appendToFileInternal(std::ofstream& file); void computePermutationImportanceInternal(std::vector>* permutations); @@ -56,9 +58,6 @@ class TreeSurvival: public Tree { double computePredictionAccuracyInternal(); - // TODO: Remove - //double predictOobPermuted(size_t permuted_varID, std::vector>* permutations); - // Called by splitNodeInternal(). Sets split_varIDs and split_values. bool findBestSplitLogRank(size_t nodeID, std::vector& possible_split_varIDs); @@ -72,8 +71,8 @@ class TreeSurvival: public Tree { // Dirty but fast version for GWAS data void findBestSplitValueLogRankGWA(size_t nodeID, size_t varID, size_t* num_samples_at_risk, size_t* num_deaths, - size_t* num_samples_at_risk_0, size_t* num_samples_at_risk_1, size_t* num_deaths_0, size_t* num_deaths_1, - double& best_value, size_t& best_varID, double& best_logrank); + size_t* num_samples_at_risk_0, size_t* num_samples_at_risk_1, size_t* num_deaths_0, size_t* num_deaths_1, + double& best_value, size_t& best_varID, double& best_logrank); void reservePredictionMemory(size_t num_predictions) { predictions.resize(num_predictions, std::vector()); @@ -82,6 +81,10 @@ class TreeSurvival: public Tree { } } + void cleanUpInternal() { + // TODO + } + size_t status_varID; // Unique time points for all individuals (not only this bootstrap), sorted From b2cdb37f4d9781598ed3b2214900fec5c6988da7 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 12 Aug 2014 10:28:18 +0200 Subject: [PATCH 024/344] add initInternal and cleanUpInternal functions to trees --- source/src/Tree/Tree.cpp | 3 +++ 1 file changed, 3 insertions(+) diff --git a/source/src/Tree/Tree.cpp b/source/src/Tree/Tree.cpp index 29c11618d..e5a3218ba 100644 --- a/source/src/Tree/Tree.cpp +++ b/source/src/Tree/Tree.cpp @@ -76,6 +76,8 @@ void Tree::init(Data* data, uint mtry, size_t dependent_varID, size_t num_sample if (importance_mode == IMP_GINI) { variable_importance.resize(data->getNumCols() - no_split_variables->size()); } + + initInternal(); } void Tree::grow() { @@ -91,6 +93,7 @@ void Tree::grow() { // Delete sampleID vector to save memory sampleIDs.clear(); + cleanUpInternal(); } void Tree::predict(const Data* prediction_data, bool oob_prediction) { From a2b5fc037fd321997083e4e7648f92f5322fecee Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 12 Aug 2014 10:35:43 +0200 Subject: [PATCH 025/344] move fields to class for survival --- source/src/Tree/TreeSurvival.cpp | 41 ++++++++++++++------------------ source/src/Tree/TreeSurvival.h | 18 +++++++++++++- 2 files changed, 35 insertions(+), 24 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 565eb9ade..92fbb6b81 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -38,13 +38,17 @@ #include "Data.h" TreeSurvival::TreeSurvival(std::vector* unique_timepoints, size_t status_varID) : - status_varID(status_varID), unique_timepoints(unique_timepoints) { + status_varID(status_varID), unique_timepoints(unique_timepoints), num_deaths(0), num_samples_at_risk(0), num_deaths_left_child( + 0), num_samples_at_risk_left_child(0), num_deaths_0(0), num_samples_at_risk_0(0), num_deaths_1(0), num_samples_at_risk_1( + 0) { this->num_timepoints = unique_timepoints->size(); } TreeSurvival::TreeSurvival(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values, std::vector> chf, std::vector* unique_timepoints) : - Tree(child_nodeIDs, split_varIDs, split_values), status_varID(0), unique_timepoints(unique_timepoints), chf(chf) { + Tree(child_nodeIDs, split_varIDs, split_values), status_varID(0), unique_timepoints(unique_timepoints), chf(chf), num_deaths( + 0), num_samples_at_risk(0), num_deaths_left_child(0), num_samples_at_risk_left_child(0), num_deaths_0(0), num_samples_at_risk_0( + 0), num_deaths_1(0), num_samples_at_risk_1(0) { this->num_timepoints = unique_timepoints->size(); } @@ -52,7 +56,18 @@ TreeSurvival::~TreeSurvival() { } void TreeSurvival::initInternal() { - // TODO + + // Number of deaths and samples at risk for each timepoint + num_deaths = new size_t[num_timepoints]; + num_samples_at_risk = new size_t[num_timepoints]; + num_deaths_left_child = new size_t[num_timepoints]; + num_samples_at_risk_left_child = new size_t[num_timepoints]; + + // For GWA mode, reuse left for 0 + num_deaths_0 = num_deaths_left_child; + num_samples_at_risk_0 = num_samples_at_risk_left_child; + num_deaths_1 = new size_t[num_timepoints]; + num_samples_at_risk_1 = new size_t[num_timepoints]; } void TreeSurvival::addPrediction(size_t nodeID, size_t sampleID) { @@ -101,18 +116,6 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss size_t best_varID = 0; double best_value = 0; - // Number of deaths and samples at risk for each timepoint - size_t* num_deaths = new size_t[num_timepoints]; - size_t* num_samples_at_risk = new size_t[num_timepoints]; - size_t* num_deaths_left_child = new size_t[num_timepoints]; - size_t* num_samples_at_risk_left_child = new size_t[num_timepoints]; - - // Reuse left - size_t* num_deaths_0 = num_deaths_left_child; - size_t* num_samples_at_risk_0 = num_samples_at_risk_left_child; - size_t* num_deaths_1 = new size_t[num_timepoints]; - size_t* num_samples_at_risk_1 = new size_t[num_timepoints]; - size_t num_unique_death_times = 0; computeDeathCounts(num_deaths, num_samples_at_risk, num_unique_death_times, nodeID); @@ -175,14 +178,6 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss split_values[nodeID] = best_value; } - // Clean up - delete[] num_deaths; - delete[] num_samples_at_risk; - delete[] num_deaths_left_child; - delete[] num_samples_at_risk_left_child; - delete[] num_deaths_1; - delete[] num_samples_at_risk_1; - return result; } diff --git a/source/src/Tree/TreeSurvival.h b/source/src/Tree/TreeSurvival.h index d65a1eef0..e822ad97a 100644 --- a/source/src/Tree/TreeSurvival.h +++ b/source/src/Tree/TreeSurvival.h @@ -82,7 +82,13 @@ class TreeSurvival: public Tree { } void cleanUpInternal() { - // TODO + delete[] num_deaths; + delete[] num_samples_at_risk; + delete[] num_deaths_left_child; + delete[] num_samples_at_risk_left_child; + delete[] num_deaths_1; + delete[] num_samples_at_risk_1; + // num_samples_at_risk_0 and num_deaths_0 are deleted by left_child ones } size_t status_varID; @@ -94,6 +100,16 @@ class TreeSurvival: public Tree { // For all terminal nodes CHF for all unique timepoints. For other nodes empty vector. std::vector> chf; + // Fields to save to while tree growing + size_t* num_deaths; + size_t* num_samples_at_risk; + size_t* num_deaths_left_child; + size_t* num_samples_at_risk_left_child; + size_t* num_deaths_0; + size_t* num_samples_at_risk_0; + size_t* num_deaths_1; + size_t* num_samples_at_risk_1; + DISALLOW_COPY_AND_ASSIGN(TreeSurvival); }; From 188acfa78cd9e7487d5627907bfea827acf2e5f2 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 12 Aug 2014 10:39:57 +0200 Subject: [PATCH 026/344] move fields to class for survival --- source/src/Tree/TreeSurvival.cpp | 24 +++++++++--------------- source/src/Tree/TreeSurvival.h | 15 +++++---------- 2 files changed, 14 insertions(+), 25 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 92fbb6b81..25ec8f98e 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -117,7 +117,7 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss double best_value = 0; size_t num_unique_death_times = 0; - computeDeathCounts(num_deaths, num_samples_at_risk, num_unique_death_times, nodeID); + computeDeathCounts(num_unique_death_times, nodeID); // Stop early if no split posssible if (sampleIDs[nodeID].size() >= 2 * min_node_size) { @@ -138,16 +138,14 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss if ((possible_split_values.size() == 2 && possible_split_values[0] == 0 && possible_split_values[1] == 1) || (possible_split_values.size() == 3 && possible_split_values[0] == 0 && possible_split_values[1] == 1 && possible_split_values[2] == 2)) { - findBestSplitValueLogRankGWA(nodeID, varID, num_samples_at_risk, num_deaths, num_samples_at_risk_0, - num_samples_at_risk_1, num_deaths_0, num_deaths_1, best_value, best_varID, best_logrank); + findBestSplitValueLogRankGWA(nodeID, varID, best_value, best_varID, best_logrank); } else { // For all possible split values for (auto& split_value : possible_split_values) { // Compute logrank and use split if better than before - double logrank = computeLogRankTest(nodeID, varID, split_value, num_deaths, num_samples_at_risk, - num_deaths_left_child, num_samples_at_risk_left_child, num_unique_death_times); + double logrank = computeLogRankTest(nodeID, varID, split_value, num_unique_death_times); if (logrank > best_logrank) { best_value = split_value; best_varID = varID; @@ -181,8 +179,7 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss return result; } -void TreeSurvival::computeDeathCounts(size_t* num_deaths, size_t* num_samples_at_risk, size_t& num_unique_death_times, - size_t nodeID) { +void TreeSurvival::computeDeathCounts(size_t& num_unique_death_times, size_t nodeID) { // Initialize for (size_t i = 0; i < num_timepoints; ++i) { @@ -217,8 +214,7 @@ void TreeSurvival::computeDeathCounts(size_t* num_deaths, size_t* num_samples_at } -double TreeSurvival::computeLogRankTest(size_t nodeID, size_t varID, double split_value, size_t* num_deaths, - size_t* num_samples_at_risk, size_t* num_deaths_left_child, size_t* num_samples_at_risk_left_child, +double TreeSurvival::computeLogRankTest(size_t nodeID, size_t varID, double split_value, size_t num_unique_death_times) { double nominator = 0; @@ -231,8 +227,7 @@ double TreeSurvival::computeLogRankTest(size_t nodeID, size_t varID, double spli } size_t num_samples_left_child = 0; - computeChildDeathCounts(nodeID, varID, split_value, num_deaths_left_child, num_samples_at_risk_left_child, - &num_samples_left_child); + computeChildDeathCounts(nodeID, varID, split_value, &num_samples_left_child); // Do not consider this split point if fewer than min_node_size samples in one node size_t num_samples_right_child = sampleIDs[nodeID].size() - num_samples_left_child; @@ -264,7 +259,7 @@ double TreeSurvival::computeLogRankTest(size_t nodeID, size_t varID, double spli } void TreeSurvival::computeChildDeathCounts(size_t nodeID, size_t varID, double split_value, - size_t* num_deaths_left_child, size_t* num_samples_at_risk_left_child, size_t* num_samples_left_child) { + size_t* num_samples_left_child) { // Count deaths and samples at risk in left child for this split for (auto& sampleID : sampleIDs[nodeID]) { @@ -291,9 +286,8 @@ void TreeSurvival::computeChildDeathCounts(size_t nodeID, size_t varID, double s } } -void TreeSurvival::findBestSplitValueLogRankGWA(size_t nodeID, size_t varID, size_t* num_samples_at_risk, - size_t* num_deaths, size_t* num_samples_at_risk_0, size_t* num_samples_at_risk_1, size_t* num_deaths_0, - size_t* num_deaths_1, double& best_value, size_t& best_varID, double& best_logrank) { +void TreeSurvival::findBestSplitValueLogRankGWA(size_t nodeID, size_t varID, double& best_value, size_t& best_varID, + double& best_logrank) { double nominator_split_0 = 0; double nominator_split_1 = 0; diff --git a/source/src/Tree/TreeSurvival.h b/source/src/Tree/TreeSurvival.h index e822ad97a..a280c4511 100644 --- a/source/src/Tree/TreeSurvival.h +++ b/source/src/Tree/TreeSurvival.h @@ -61,18 +61,13 @@ class TreeSurvival: public Tree { // Called by splitNodeInternal(). Sets split_varIDs and split_values. bool findBestSplitLogRank(size_t nodeID, std::vector& possible_split_varIDs); - void computeDeathCounts(size_t* num_deaths, size_t* num_samples_at_risk, size_t& num_unique_death_times, - size_t nodeID); - double computeLogRankTest(size_t nodeID, size_t varID, double split_value, size_t* num_deaths, - size_t* num_samples_at_risk, size_t* num_deaths_left_child, size_t* num_samples_at_risk_left_child, - size_t num_unique_death_times); - void computeChildDeathCounts(size_t nodeID, size_t varID, double split_value, size_t* num_deaths_left_child, - size_t* num_samples_at_risk_left_child, size_t* num_samples_left_child); + void computeDeathCounts(size_t& num_unique_death_times, size_t nodeID); + double computeLogRankTest(size_t nodeID, size_t varID, double split_value, size_t num_unique_death_times); + void computeChildDeathCounts(size_t nodeID, size_t varID, double split_value, size_t* num_samples_left_child); // Dirty but fast version for GWAS data - void findBestSplitValueLogRankGWA(size_t nodeID, size_t varID, size_t* num_samples_at_risk, size_t* num_deaths, - size_t* num_samples_at_risk_0, size_t* num_samples_at_risk_1, size_t* num_deaths_0, size_t* num_deaths_1, - double& best_value, size_t& best_varID, double& best_logrank); + void findBestSplitValueLogRankGWA(size_t nodeID, size_t varID, double& best_value, size_t& best_varID, + double& best_logrank); void reservePredictionMemory(size_t num_predictions) { predictions.resize(num_predictions, std::vector()); From 07e277e746a5b92bba6316cf70a00b949ff4c1fb Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 12 Aug 2014 10:48:21 +0200 Subject: [PATCH 027/344] remove 2-counters from classification --- source/src/Tree/TreeClassification.cpp | 22 ++++++++-------------- source/src/Tree/TreeClassification.h | 4 ++-- 2 files changed, 10 insertions(+), 16 deletions(-) diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 8298d2be2..90dac6d15 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -141,7 +141,6 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi // Reuse class_counts_left size_t* class_counts_0 = class_counts_left; size_t* class_counts_1 = new size_t[num_classes]; - size_t* class_counts_2 = new size_t[num_classes]; // Compute overall class counts for (size_t i = 0; i < num_classes; ++i) { @@ -171,7 +170,7 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi && possible_split_values[2] == 2)) { findBestSplitValueGWA(nodeID, varID, num_classes, num_samples_node, class_counts, class_counts_0, class_counts_1, - class_counts_2, best_value, best_varID, best_decrease); + best_value, best_varID, best_decrease); } else { @@ -184,7 +183,6 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi delete[] class_counts_left; delete[] class_counts; delete[] class_counts_1; - delete[] class_counts_2; // Stop if no good split found if (best_decrease < 0) { @@ -254,18 +252,16 @@ void TreeClassification::findBestSplitValue(size_t nodeID, size_t varID, std::ve } void TreeClassification::findBestSplitValueGWA(size_t nodeID, size_t varID, size_t num_classes, size_t num_samples_node, - size_t* class_counts, size_t* class_counts_0, size_t* class_counts_1, size_t* class_counts_2, double& best_value, - size_t& best_varID, double& best_decrease) { + size_t* class_counts, size_t* class_counts_0, size_t* class_counts_1, double& best_value, size_t& best_varID, + double& best_decrease) { // Initialize for (size_t i = 0; i < num_classes; ++i) { class_counts_0[i] = 0; class_counts_1[i] = 0; - class_counts_2[i] = 0; } size_t n_0 = 0; size_t n_1 = 0; - size_t n_2 = 0; // Count 0,1,2 per classes for (size_t i = 0; i < num_samples_node; ++i) { @@ -280,9 +276,6 @@ void TreeClassification::findBestSplitValueGWA(size_t nodeID, size_t varID, size } else if (value == 1) { ++class_counts_1[sample_classID]; ++n_1; - } else { - ++class_counts_2[sample_classID]; - ++n_2; } } @@ -297,16 +290,17 @@ void TreeClassification::findBestSplitValueGWA(size_t nodeID, size_t varID, size sum_left_split_0 += class_counts_0[i] * class_counts_0[i]; sum_right_split_0 += class_count_right * class_count_right; - size_t class_count_left = class_counts[i] - class_counts_2[i]; + size_t class_count_left = class_counts_0[i] + class_counts_1[i]; + class_count_right = class_counts[i] - class_count_left; sum_left_split_1 += class_count_left * class_count_left; - sum_right_split_1 += +class_counts_2[i] * class_counts_2[i]; + sum_right_split_1 += class_count_right * class_count_right; } // Number of samples left and right per split size_t n_left_split_0 = n_0; - size_t n_right_split_0 = n_1 + n_2; + size_t n_right_split_0 = num_samples_node - n_0; size_t n_left_split_1 = n_0 + n_1; - size_t n_right_split_1 = n_2; + size_t n_right_split_1 = num_samples_node - n_left_split_1; // Decrease of impurity double decrease_split_0 = sum_left_split_0 / (double) n_left_split_0 + sum_right_split_0 / (double) n_right_split_0; diff --git a/source/src/Tree/TreeClassification.h b/source/src/Tree/TreeClassification.h index e76f3f134..6eee0c5bb 100644 --- a/source/src/Tree/TreeClassification.h +++ b/source/src/Tree/TreeClassification.h @@ -61,8 +61,8 @@ class TreeClassification: public Tree { size_t* class_counts_left, size_t num_classes, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); void findBestSplitValueGWA(size_t nodeID, size_t varID, size_t num_classes, size_t num_samples_node, - size_t* class_counts, size_t* class_counts_0, size_t* class_counts_1, size_t* class_counts_2, double& best_value, - size_t& best_varID, double& best_decrease); + size_t* class_counts, size_t* class_counts_0, size_t* class_counts_1, double& best_value, size_t& best_varID, + double& best_decrease); void addGiniImportance(size_t nodeID, size_t varID, double decrease); From 70e8bb21754b03379f2500e1631880fa5fc04a96 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 12 Aug 2014 10:54:51 +0200 Subject: [PATCH 028/344] move fields to class for classification --- source/src/Tree/TreeClassification.cpp | 41 +++++++++++--------------- source/src/Tree/TreeClassification.h | 19 ++++++++---- 2 files changed, 31 insertions(+), 29 deletions(-) diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 90dac6d15..d8f9fa07d 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -38,20 +38,30 @@ #include "Data.h" TreeClassification::TreeClassification(std::vector* class_values, std::vector* response_classIDs) : - class_values(class_values), response_classIDs(response_classIDs) { + class_values(class_values), response_classIDs(response_classIDs), class_counts(0), class_counts_left(0), class_counts_0( + 0), class_counts_1(0) { } TreeClassification::TreeClassification(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values, std::vector* class_values, std::vector* response_classIDs) : - Tree(child_nodeIDs, split_varIDs, split_values), class_values(class_values), response_classIDs(response_classIDs) { + Tree(child_nodeIDs, split_varIDs, split_values), class_values(class_values), response_classIDs(response_classIDs), class_counts( + 0), class_counts_left(0), class_counts_0(0), class_counts_1(0) { } TreeClassification::~TreeClassification() { } void TreeClassification::initInternal() { - // TODO + + size_t num_classes = class_values->size(); + // Class counts + class_counts = new size_t[num_classes]; + class_counts_left = new size_t[num_classes]; + + // For GWA mode, reuse left for 0 + class_counts_0 = class_counts_left; + class_counts_1 = new size_t[num_classes]; } void TreeClassification::addPrediction(size_t nodeID, size_t sampleID) { @@ -134,14 +144,6 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi size_t best_varID = 0; double best_value = 0; - // Class counts - size_t* class_counts_left = new size_t[num_classes]; - size_t* class_counts = new size_t[num_classes]; - - // Reuse class_counts_left - size_t* class_counts_0 = class_counts_left; - size_t* class_counts_1 = new size_t[num_classes]; - // Compute overall class counts for (size_t i = 0; i < num_classes; ++i) { class_counts[i] = 0; @@ -169,21 +171,16 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi || (possible_split_values.size() == 3 && possible_split_values[0] == 0 && possible_split_values[1] == 1 && possible_split_values[2] == 2)) { - findBestSplitValueGWA(nodeID, varID, num_classes, num_samples_node, class_counts, class_counts_0, class_counts_1, - best_value, best_varID, best_decrease); + findBestSplitValueGWA(nodeID, varID, num_classes, num_samples_node, best_value, best_varID, best_decrease); } else { - findBestSplitValue(nodeID, varID, possible_split_values, class_counts, class_counts_left, num_classes, - num_samples_node, best_value, best_varID, best_decrease); + findBestSplitValue(nodeID, varID, possible_split_values, num_classes, num_samples_node, best_value, best_varID, + best_decrease); } } - delete[] class_counts_left; - delete[] class_counts; - delete[] class_counts_1; - // Stop if no good split found if (best_decrease < 0) { return true; @@ -201,8 +198,7 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi } void TreeClassification::findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, - size_t* class_counts, size_t* class_counts_left, size_t num_classes, size_t num_samples_node, double& best_value, - size_t& best_varID, double& best_decrease) { + size_t num_classes, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { // For all possible split values for (auto& split_value : possible_split_values) { @@ -252,8 +248,7 @@ void TreeClassification::findBestSplitValue(size_t nodeID, size_t varID, std::ve } void TreeClassification::findBestSplitValueGWA(size_t nodeID, size_t varID, size_t num_classes, size_t num_samples_node, - size_t* class_counts, size_t* class_counts_0, size_t* class_counts_1, double& best_value, size_t& best_varID, - double& best_decrease) { + double& best_value, size_t& best_varID, double& best_decrease) { // Initialize for (size_t i = 0; i < num_classes; ++i) { diff --git a/source/src/Tree/TreeClassification.h b/source/src/Tree/TreeClassification.h index 6eee0c5bb..dfb0ba54b 100644 --- a/source/src/Tree/TreeClassification.h +++ b/source/src/Tree/TreeClassification.h @@ -57,12 +57,10 @@ class TreeClassification: public Tree { // Called by splitNodeInternal(). Sets split_varIDs and split_values. bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); - void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, size_t* class_counts, - size_t* class_counts_left, size_t num_classes, size_t num_samples_node, double& best_value, size_t& best_varID, - double& best_decrease); + void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, size_t num_classes, + size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); void findBestSplitValueGWA(size_t nodeID, size_t varID, size_t num_classes, size_t num_samples_node, - size_t* class_counts, size_t* class_counts_0, size_t* class_counts_1, double& best_value, size_t& best_varID, - double& best_decrease); + double& best_value, size_t& best_varID, double& best_decrease); void addGiniImportance(size_t nodeID, size_t varID, double decrease); @@ -72,13 +70,22 @@ class TreeClassification: public Tree { } void cleanUpInternal() { - // TODO + delete[] class_counts; + delete[] class_counts_left; + delete[] class_counts_1; + // class_counts_0 is deleted by class_counts_left } // Classes of the dependent variable and classIDs for responses std::vector* class_values; std::vector* response_classIDs; + // Fields to save to while tree growing + size_t* class_counts; + size_t* class_counts_left; + size_t* class_counts_0; + size_t* class_counts_1; + DISALLOW_COPY_AND_ASSIGN(TreeClassification); }; From c16814316a03469ae41d148ec5907b39be8a8a8a Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 12 Aug 2014 15:26:59 +0200 Subject: [PATCH 029/344] initialize pointer in survival --- source/src/Tree/TreeSurvival.cpp | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 25ec8f98e..0bd5a1c9c 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -296,8 +296,8 @@ void TreeSurvival::findBestSplitValueLogRankGWA(size_t nodeID, size_t varID, dou size_t all_samples_0 = 0; size_t all_samples_1 = 0; - size_t* num_samples_at_risk_value; - size_t* num_deaths_value; + size_t* num_samples_at_risk_value = num_samples_at_risk_0; + size_t* num_deaths_value = num_deaths_0; // Initialize for (size_t i = 0; i < num_timepoints; ++i) { From 3772a1a3c9cf712f7448a8f03ba927f5707c5fb2 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 19 Aug 2014 20:22:33 +0200 Subject: [PATCH 030/344] do not count censored as at risk --- source/src/Tree/TreeSurvival.cpp | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 0bd5a1c9c..c70504dbb 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -198,8 +198,8 @@ void TreeSurvival::computeDeathCounts(size_t& num_unique_death_times, size_t nod // Now t is the survival time, add to at risk and to death if death if (t < unique_timepoints->size()) { - ++num_samples_at_risk[t]; if (data->get(sampleID, status_varID) == 1) { + ++num_samples_at_risk[t]; ++num_deaths[t]; } } @@ -274,10 +274,10 @@ void TreeSurvival::computeChildDeathCounts(size_t nodeID, size_t varID, double s ++t; } - // Now t is the survival time, add to at risk and to death if death + // Now t is the survival time, add to at risk and to death if death. if (t < unique_timepoints->size()) { - ++num_samples_at_risk_left_child[t]; if (data->get(sampleID, status_varID) == 1) { + ++num_samples_at_risk_left_child[t]; ++num_deaths_left_child[t]; } } @@ -331,8 +331,8 @@ void TreeSurvival::findBestSplitValueLogRankGWA(size_t nodeID, size_t varID, dou // Now t is the survival time, add to at risk and to death if death if (t < unique_timepoints->size()) { - ++num_samples_at_risk_value[t]; if (data->get(sampleID, status_varID) == 1) { + ++num_samples_at_risk_value[t]; ++num_deaths_value[t]; } } From d45495d5ee45e51ca22bf1407897c356bbcc666b Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 25 Aug 2014 15:45:19 +0200 Subject: [PATCH 031/344] Submitted version --- README | 6 +++--- R_package/ranger.R | 2 ++ TODO | 1 + source/src/Forest/ForestClassification.cpp | 2 +- source/src/Forest/ForestProbability.cpp | 2 +- source/src/Tree/TreeClassification.cpp | 1 - source/src/Tree/TreeProbability.cpp | 1 - source/src/utility/Data.cpp | 1 - source/src/utility/utility.cpp | 19 ------------------- 9 files changed, 8 insertions(+), 27 deletions(-) diff --git a/README b/README index a8c8208c4..d9f0a4439 100644 --- a/README +++ b/README @@ -15,7 +15,7 @@ Written by: 1. Introduction - Ranger is a fast implementation of Random Forest (Breiman 2001) or recursive partitioning, particularly suited for high dimensional data. Classification, Regression, and Survival forests are supported. Classification and Regression forests are implemented as in the original Random Forest (Breiman 2001), Survival forests as in Random Survival Forests (Ishwaran et al. 2008). + Ranger is a fast implementation of Random Forest (Breiman 2001) or recursive partitioning, particularly suited for high dimensional data. Classification, regression, and survival forests are supported. Classification and regression forests are implemented as in the original Random Forest (Breiman 2001), survival forests as in Random Survival Forests (Ishwaran et al. 2008). Ranger is written in C++, but a version for R is avaiable, too. We recommend to use the R version. It is easy to install and use and the results are readily available for further analysis. The R version is as fast as the pure C++ version. @@ -23,9 +23,9 @@ Written by: To install the Ranger R package from the provided archive just run - install.packages("ranger_X.Y.tar.gz") + install.packages("ranger_X.Y.Z.tar.gz") - in R from the directory where the downloaded archive is or give the full path. If any dependencies are missing (i.e. Rcpp), please install them from CRAN. R version >= 3.1 is required. Note that for now the R package cannot be compiled from source in Microsoft Windows (because the compiler in RTools is too old). + in R from the directory where the downloaded archive is or give the full path. If any dependencies are missing (i.e. Rcpp), please install them from CRAN. R version >= 3.1 is required. Note that, for now, the R package cannot be compiled from source in Microsoft Windows (because the compiler in RTools is too old). To install the C++ version of Ranger in Linux or Mac OS X you will need a compiler supporting C++11 (i.e. gcc >= 4.7 or Clang >= 3.0) and Cmake. To build start a terminal from the Ranger main directory and run the following commands diff --git a/R_package/ranger.R b/R_package/ranger.R index 4672400ce..7c94aa2f4 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -329,6 +329,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, names(result$variable.importance) <- all.independent.variable.names } + ## Set predictions if (treetype == 1) { result$predictions <- factor(result$predictions, levels = 1:nlevels(response), labels = levels(response)) @@ -343,6 +344,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, result$classification.table <- table(result$predictions, unlist(data[, dependent.variable.name]), dnn = c("predicted", "true")) } + ## Set treetype if (treetype == 1) { result$treetype <- "Classification" } else if (treetype == 3) { diff --git a/TODO b/TODO index d97b6df26..d8a39871c 100644 --- a/TODO +++ b/TODO @@ -8,6 +8,7 @@ -> Problems with variables with many different values - Slow for variables with many different values (continous) -> Section 3.5 in Daniels diss +- Progress output too often in long runs ## ----------------------------------------------------------------------- ## diff --git a/source/src/Forest/ForestClassification.cpp b/source/src/Forest/ForestClassification.cpp index ca1d87ac7..4e36904b6 100644 --- a/source/src/Forest/ForestClassification.cpp +++ b/source/src/Forest/ForestClassification.cpp @@ -157,7 +157,7 @@ void ForestClassification::computePredictionErrorInternal() { size_t num_missclassifications = 0; for (size_t i = 0; i < predictions.size(); ++i) { double predicted_value = predictions[i][0]; - if (!isnan(predicted_value)) { + if (!std::isnan(predicted_value)) { double real_value = data->get(i, dependent_varID); if (predicted_value != real_value) { ++num_missclassifications; diff --git a/source/src/Forest/ForestProbability.cpp b/source/src/Forest/ForestProbability.cpp index 57bf1b005..ac0440b9e 100644 --- a/source/src/Forest/ForestProbability.cpp +++ b/source/src/Forest/ForestProbability.cpp @@ -162,7 +162,7 @@ void ForestProbability::computePredictionErrorInternal() { size_t num_missclassifications = 0; for (size_t i = 0; i < predictions.size(); ++i) { double predicted_value = predictions[i][0]; - if (!isnan(predicted_value)) { + if (!std::isnan(predicted_value)) { double real_value = data->get(i, dependent_varID); if (predicted_value != real_value) { ++num_missclassifications; diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index d8f9fa07d..127c18864 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -85,7 +85,6 @@ void TreeClassification::appendToFileInternal(std::ofstream& file) { bool TreeClassification::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { - // TODO: <= okay? should it not be < ? // Check node size, stop if maximum reached if (sampleIDs[nodeID].size() <= min_node_size) { split_values[nodeID] = estimate(nodeID); diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index ab04719e9..7d7090875 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -50,7 +50,6 @@ void TreeProbability::initInternal() { void TreeProbability::addPrediction(size_t nodeID, size_t sampleID) { - // TODO: We are copying everything .. Slow? predictions[sampleID] = terminal_class_counts[nodeID]; } diff --git a/source/src/utility/Data.cpp b/source/src/utility/Data.cpp index 4829bfff9..9d4516fe3 100644 --- a/source/src/utility/Data.cpp +++ b/source/src/utility/Data.cpp @@ -163,7 +163,6 @@ bool Data::loadFromFileOther(std::ifstream& input_file, std::string header_line, return error; } -// TODO: Speedup here for many different value? void Data::getAllValues(std::vector& all_values, std::vector& sampleIDs, size_t varID) { // All values for varID (no duplicates) for given sampleIDs diff --git a/source/src/utility/utility.cpp b/source/src/utility/utility.cpp index 0a28d5265..48b4c5c02 100644 --- a/source/src/utility/utility.cpp +++ b/source/src/utility/utility.cpp @@ -96,25 +96,6 @@ void loadDoubleVectorFromFile(std::vector& result, std::string filename) } } -// TODO: Remove -//void drawWithoutReplacementSkip(std::unordered_set& result, std::mt19937_64& random_number_generator, -// size_t max, std::vector& skip, size_t num_samples) { -// -// std::uniform_int_distribution unif_dist(0, max - 1 - skip.size()); -// for (size_t i = 0; i < num_samples; ++i) { -// size_t draw; -// do { -// draw = unif_dist(random_number_generator); -// for (auto& skip_value : skip) { -// if (draw >= skip_value) { -// ++draw; -// } -// } -// } while (result.count(draw) > 0); -// result.insert(draw); -// } -//} - void drawWithoutReplacementSkip(std::vector& result, std::mt19937_64& random_number_generator, size_t max, std::vector& skip, size_t num_samples) { if (num_samples < max / 2) { From bc8bf9f04d1f503ca94250673d012c1475da05ed Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 25 Aug 2014 15:49:21 +0200 Subject: [PATCH 032/344] test commit for tag and branch --- TODO | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/TODO b/TODO index d8a39871c..3485d738f 100644 --- a/TODO +++ b/TODO @@ -12,7 +12,7 @@ ## ----------------------------------------------------------------------- ## -## TODO after publication +## TODO after publication ## ----------------------------------------------------------------------- ## - Change citation information From b63b566f8f4a42d87122e10c1c0f5d84c713f31c Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 27 Aug 2014 13:46:52 +0200 Subject: [PATCH 033/344] speedup classification and remove gwa-splitting --- TODO | 6 +- release/ranger_0.1.0_mac64 | Bin 0 -> 269164 bytes release/ranger_0.1.0_win32.exe | Bin 0 -> 1663565 bytes release/ranger_0.1.0_win64.exe | Bin 0 -> 2301674 bytes source/src/Tree/TreeClassification.cpp | 162 +++++++------------------ source/src/Tree/TreeClassification.h | 16 +-- source/src/utility/Data.cpp | 12 +- source/src/version.h | 2 +- 8 files changed, 58 insertions(+), 140 deletions(-) create mode 100755 release/ranger_0.1.0_mac64 create mode 100755 release/ranger_0.1.0_win32.exe create mode 100755 release/ranger_0.1.0_win64.exe diff --git a/TODO b/TODO index 3485d738f..4b1976699 100644 --- a/TODO +++ b/TODO @@ -3,12 +3,8 @@ ## TOOD software ## ----------------------------------------------------------------------- ## -- Compare speed with biomarcare data with RSF -- Very slow for survival.. Why? Profile! 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zxyD22&F<9cH3BJQNGsGH+a7`RV8Rui(rF3n#pWBPV%dwwZ?ikE8orB?4yUT}h*W>6 zDTwDdfb-dHThBEa#95smTThFaiu>2V*eGP1n^hf z(g%;{KMCYNN59y3ztX?LN~FbpfqoOzsy+y64P<*|j~^Z+{z0++#qIo+KFAFppC8PX ze}e=B<@jYqq~%4VB!A=o@932e&`0{!sN@Ij?O%-=8<<;v5aWKU`|i;4#wF|Urg?~U~KOnyb!LRgNeW#BT`tRm> zEk!K#4V?efqJWqy5#rURQQ#D1sVJ;quu2Hknx{W`BnEXQrEvwzlvXhM8DIo zuE;U_TZX-b`Mck>^9@|WNL8T9nGkX3_!HvgXxs6R#g8RPS}2pXe*iugO? z=f7qAuV9tGWt18JQ^tRVuKc%v_u^=C)^A~pX`zZ~+L)ql{xD9(RhLw>>jBsu?r{chCazhS=}?@utmA5_%e vZQ_0upKbrE&HsDq{Bs@jw}8R8|0UpK-UR;gs}k17AIryuav|Z@K>Ysz74QRj literal 0 HcmV?d00001 From ae6b77c35267b5c6335f08071febe366ef70671f Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 17 Sep 2014 08:22:48 +0200 Subject: [PATCH 039/344] add test function for mse in regression --- test/test_mse.R | 27 +++++++++++++++++++++++++++ 1 file changed, 27 insertions(+) create mode 100644 test/test_mse.R diff --git a/test/test_mse.R b/test/test_mse.R new file mode 100644 index 000000000..ae6dac5e9 --- /dev/null +++ b/test/test_mse.R @@ -0,0 +1,27 @@ + +library(randomForest) +library(ranger) + +num.replications <- 100 +n <- 500 + +ntree <- 500 +mtry <- 3 +nodesize <- 3 + +p <- 6 +beta <- c(0,0,0,0,1,2) + +result <- replicate(num.replications, { + x <- matrix(rbinom(p*n, 1, 0.5), nrow = n) + y <- x %*% beta + rnorm(n, 0, 0.5) + dat <- data.frame(y,x) + + rf <- randomForest(y~., dat, ntree = ntree, mtry = mtry, nodesize = nodesize) + rg <- ranger(y~., dat, num.trees = ntree, mtry = mtry, min.node.size = nodesize) + + c(rf$mse[n], rg$prediction.error) +}) + +plot(result[1, ], result[2, ], pch = 20, xlab = "RF", ylab = "Ranger") +abline(0,1) From 5b471ec4df4d07063fb81babe9b594d120fce544 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 17 Sep 2014 08:24:45 +0200 Subject: [PATCH 040/344] add changelof file --- CHANGELOG | 7 +++++++ 1 file changed, 7 insertions(+) create mode 100644 CHANGELOG diff --git a/CHANGELOG b/CHANGELOG new file mode 100644 index 000000000..f49d471e8 --- /dev/null +++ b/CHANGELOG @@ -0,0 +1,7 @@ + + +## ----------------------------------------------------------------------- ## +## Version 0.1.2 +## ----------------------------------------------------------------------- ## + +- Fix name conflict with randomForest package for "importance" From 54f79b3a4817fe3f5d05e060cf9f874cec01b1a5 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 19 Sep 2014 07:55:26 +0200 Subject: [PATCH 041/344] change nodesize stopping to < --- source/src/Tree/TreeClassification.cpp | 2 +- source/src/Tree/TreeClassification.h | 1 - source/src/Tree/TreeProbability.h | 2 ++ source/src/Tree/TreeRegression.cpp | 2 +- 4 files changed, 4 insertions(+), 3 deletions(-) diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index b50c961a8..a80b9da3c 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -77,7 +77,7 @@ void TreeClassification::appendToFileInternal(std::ofstream& file) { bool TreeClassification::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { // Check node size, stop if maximum reached - if (sampleIDs[nodeID].size() <= min_node_size) { + if (sampleIDs[nodeID].size() < min_node_size) { split_values[nodeID] = estimate(nodeID); return true; } diff --git a/source/src/Tree/TreeClassification.h b/source/src/Tree/TreeClassification.h index cfce337e4..02e8f3264 100644 --- a/source/src/Tree/TreeClassification.h +++ b/source/src/Tree/TreeClassification.h @@ -67,7 +67,6 @@ class TreeClassification: public Tree { predictions[0].resize(num_predictions, 0); } - // TODO: needed? void cleanUpInternal() { // Empty on purpose } diff --git a/source/src/Tree/TreeProbability.h b/source/src/Tree/TreeProbability.h index 0c9917394..8dddfc97c 100644 --- a/source/src/Tree/TreeProbability.h +++ b/source/src/Tree/TreeProbability.h @@ -64,6 +64,8 @@ class TreeProbability: public Tree { // Called by splitNodeInternal(). Sets split_varIDs and split_values. bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); + void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, size_t num_classes, + size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); void addImpurityImportance(size_t nodeID, size_t varID, double decrease); diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index 5012cf8d9..1a442c2b3 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -71,7 +71,7 @@ void TreeRegression::appendToFileInternal(std::ofstream& file) { bool TreeRegression::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { // Check node size, stop if maximum reached - if (sampleIDs[nodeID].size() <= min_node_size) { + if (sampleIDs[nodeID].size() < min_node_size) { split_values[nodeID] = estimate(nodeID); return true; } From de0e0f0a2914dbf4624da7428fcdd5fa8ff46fa1 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 19 Sep 2014 09:03:47 +0200 Subject: [PATCH 042/344] change back to <= for spliting (as in std rf) --- source/src/Tree/TreeClassification.cpp | 2 +- source/src/Tree/TreeRegression.cpp | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index a80b9da3c..b50c961a8 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -77,7 +77,7 @@ void TreeClassification::appendToFileInternal(std::ofstream& file) { bool TreeClassification::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { // Check node size, stop if maximum reached - if (sampleIDs[nodeID].size() < min_node_size) { + if (sampleIDs[nodeID].size() <= min_node_size) { split_values[nodeID] = estimate(nodeID); return true; } diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index 1a442c2b3..5012cf8d9 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -71,7 +71,7 @@ void TreeRegression::appendToFileInternal(std::ofstream& file) { bool TreeRegression::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { // Check node size, stop if maximum reached - if (sampleIDs[nodeID].size() < min_node_size) { + if (sampleIDs[nodeID].size() <= min_node_size) { split_values[nodeID] = estimate(nodeID); return true; } From 93c2f5f70bad53e2eb9a9b3f7c48642110f963b3 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 22 Sep 2014 17:35:21 +0200 Subject: [PATCH 043/344] working on probability prediction --- CHANGELOG | 3 + R_package/predictions.R | 4 +- R_package/ranger.R | 5 +- TODO | 54 ++------- source/.cproject | 10 ++ source/src/Forest/ForestProbability.cpp | 150 +++++++++++++++--------- source/src/Forest/ForestRegression.cpp | 6 +- source/src/Tree/TreeProbability.cpp | 73 +++++++----- 8 files changed, 170 insertions(+), 135 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index f49d471e8..84c8296c0 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -5,3 +5,6 @@ ## ----------------------------------------------------------------------- ## - Fix name conflict with randomForest package for "importance" +- Fixed a bug: prediction function is now working for probability + prediction forests +- Slot "predictions" for probability forests now contains class probabilities diff --git a/R_package/predictions.R b/R_package/predictions.R index 662f6159a..f844433fc 100644 --- a/R_package/predictions.R +++ b/R_package/predictions.R @@ -44,7 +44,7 @@ predictions.ranger.prediction <- function(x, ...) { if (class(x) != "ranger.prediction") { stop("Object ist no ranger.prediction object.") } - if (x$treetype == "Classification" | x$treetype == "Regression") { + if (x$treetype == "Classification" | x$treetype == "Regression" | x$treetype == "Probability estimation") { if (is.null(x$predictions)) { stop("No predictions found.") } else { @@ -75,7 +75,7 @@ predictions.ranger<- function(x, ...) { if (class(x) != "ranger") { stop("Object ist no ranger object.") } - if (x$treetype == "Classification" | x$treetype == "Regression") { + if (x$treetype == "Classification" | x$treetype == "Regression" | x$treetype == "Probability estimation") { if (is.null(x$predictions)) { stop("No predictions found.") } else { diff --git a/R_package/ranger.R b/R_package/ranger.R index 7c94aa2f4..b2b5eb27d 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -339,9 +339,8 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, result$predictions <- NULL result$survival <- exp(-result$chf) } else if (treetype == 9) { - result$predictions <- factor(result$predictions, levels = 1:nlevels(response), - labels = levels(response)) - result$classification.table <- table(result$predictions, unlist(data[, dependent.variable.name]), dnn = c("predicted", "true")) +## result$predictions <- factor(result$predictions, levels = 1:nlevels(response), +## labels = levels(response)) } ## Set treetype diff --git a/TODO b/TODO index 1c6464920..cb931ca5f 100644 --- a/TODO +++ b/TODO @@ -3,21 +3,26 @@ ## TOOD software ## ----------------------------------------------------------------------- ## -- Use changelog now! -- predictions function not working for probability trees -- predictions slot should be probabilities for probability trees +- Use changelog! + +- If randomForest not loaded, importance function not working + - Prediction VIMP with regression methods - -> Compare with regression on binary phenotype: Error, predictions, VIMP -- Add importance function to run on existing forest + -> Compare with regression on binary phenotype: VIMP + - Add prediction error for tree subsets (as in randomForest) - Change help (see Silke's mail) - Progress output too often in long runs - Speedup regression and probability for continouos covariates, like in classification -- How to speedup survival for continouos covariates? -- Try to run it on Windows with gcc 4.6 - -> Build minimal example and ask somewhere? +- Add importance function to run on existing forest + +## ----------------------------------------------------------------------- ## +## Wishlist +## ----------------------------------------------------------------------- ## + +- Handle missing data ## ----------------------------------------------------------------------- ## @@ -37,39 +42,6 @@ -> Add to readme -## ----------------------------------------------------------------------- ## -## Features: Maybe implement -## ----------------------------------------------------------------------- ## - -- Lotus (high priority) -- Conditional importance (Meng?) -- Other splitting rules for Survival -- Randomsplit-VIMP for Survival -- For permutation importance use random splits for variable importance - (Hapfelmeier et al. 2012) -- Conditional Inference Forests - -> Or another method to get unbiased vimp and faster? Use simpler test? - -> Maybe just use other split method, no new tree types? -- Unbiased survival? Different to Hothorn et al.! -- Different kinds of bootstrapping: - -> Use down/upsampling. For example in a study with less cases than - controls upsample the cases and downsample the controls - -> Use balancing. Draw 63.2% of cases and 63.2% of controls -- Handle missing data - - -## ----------------------------------------------------------------------- ## -## Ideas -## ----------------------------------------------------------------------- ## - -- Tune terminal node size -- Pruning for probability estimation -- Cross validation -- Look at similiarity of trees, find representative trees (Idea: sequence - alignment) -- A Node impurity measure for survival forests? - - ## ----------------------------------------------------------------------- ## ## Advantages ## ----------------------------------------------------------------------- ## diff --git a/source/.cproject b/source/.cproject index 4580087ef..54524b1d3 100644 --- a/source/.cproject +++ b/source/.cproject @@ -27,13 +27,23 @@ + + + + diff --git a/source/src/Forest/ForestProbability.cpp b/source/src/Forest/ForestProbability.cpp index ac0440b9e..31a749e53 100644 --- a/source/src/Forest/ForestProbability.cpp +++ b/source/src/Forest/ForestProbability.cpp @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #include "utility.h" #include "ForestProbability.h" @@ -58,6 +58,7 @@ void ForestProbability::loadForest(size_t dependent_varID, size_t num_trees, equalSplit(thread_ranges, 0, num_trees - 1, num_threads); } +// TODO: Need class_values and response_classIDs? void ForestProbability::initInternal(std::string status_variable_name) { // If mtry not set, use floored square root of number of independent variables. @@ -122,61 +123,101 @@ void ForestProbability::predictInternal() { void ForestProbability::computePredictionErrorInternal() { - // Class counts for samples - std::vector> class_counts; - class_counts.resize(num_samples, std::vector()); + // For each sample sum over trees where sample is OOB + std::vector samples_oob_count; + samples_oob_count.resize(num_samples, 0); + predictions.resize(num_samples); for (size_t i = 0; i < num_samples; ++i) { - class_counts[i].resize(class_values.size(), 0); + predictions[i].resize(class_values.size(), 0); } - // For each tree loop over OOB samples and count classes for (size_t tree_idx = 0; tree_idx < num_trees; ++tree_idx) { for (size_t sample_idx = 0; sample_idx < trees[tree_idx]->getNumSamplesOob(); ++sample_idx) { size_t sampleID = trees[tree_idx]->getOobSampleIDs()[sample_idx]; std::vector counts = trees[tree_idx]->getPredictions()[sample_idx]; - size_t classID = mostFrequentClass(counts, random_number_generator); - // classID >= counts.size() means all zero - if (classID < counts.size()) { - ++class_counts[sampleID][classID]; + double sum = 0; + for (size_t class_idx = 0; class_idx < counts.size(); ++class_idx) { + sum += counts[class_idx]; } + for (size_t class_idx = 0; class_idx < counts.size(); ++class_idx) { + predictions[sampleID][class_idx] += counts[class_idx] / sum; + } + ++samples_oob_count[sampleID]; } } -// Compute majority vote for each sample - predictions.reserve(num_samples); - for (size_t i = 0; i < num_samples; ++i) { - std::vector temp; - size_t classID = mostFrequentClass(class_counts[i], random_number_generator); - - // classID >= class_counts[i].size() means all zero - if (classID < class_counts[i].size()) { - temp.push_back(class_values[classID]); - } else { - temp.push_back(NAN); - } - predictions.push_back(temp); - } - - // Compare predictions with true data - size_t num_missclassifications = 0; + // MSE with predicted probability and true data for (size_t i = 0; i < predictions.size(); ++i) { - double predicted_value = predictions[i][0]; - if (!std::isnan(predicted_value)) { - double real_value = data->get(i, dependent_varID); - if (predicted_value != real_value) { - ++num_missclassifications; + if (samples_oob_count[i] > 0) { + for (size_t j = 0; j < predictions[i].size(); ++j) { + predictions[i][j] /= (double) samples_oob_count[i]; } - ++classification_table[std::make_pair(real_value, predicted_value)]; + size_t real_classID = response_classIDs[i]; + double predicted_value = predictions[i][real_classID]; + overall_prediction_error += (1 - predicted_value) * (1 - predicted_value); } } - overall_prediction_error = (double) num_missclassifications / (double) predictions.size(); + + overall_prediction_error /= (double) predictions.size(); + +// TODO: Remove +//// Class counts for samples +// std::vector> class_counts; +// class_counts.resize(num_samples, std::vector()); +// for (size_t i = 0; i < num_samples; ++i) { +// class_counts[i].resize(class_values.size(), 0); +// } +// +// // For each tree loop over OOB samples and count classes +// for (size_t tree_idx = 0; tree_idx < num_trees; ++tree_idx) { +// for (size_t sample_idx = 0; sample_idx < trees[tree_idx]->getNumSamplesOob(); ++sample_idx) { +// size_t sampleID = trees[tree_idx]->getOobSampleIDs()[sample_idx]; +// std::vector counts = trees[tree_idx]->getPredictions()[sample_idx]; +// size_t classID = mostFrequentClass(counts, random_number_generator); +// +// // classID >= counts.size() means all zero +// if (classID < counts.size()) { +// ++class_counts[sampleID][classID]; +// } +// } +// } +// +//// Compute majority vote for each sample +// predictions.reserve(num_samples); +// for (size_t i = 0; i < num_samples; ++i) { +// std::vector temp; +// size_t classID = mostFrequentClass(class_counts[i], random_number_generator); +// +// // classID >= class_counts[i].size() means all zero +// if (classID < class_counts[i].size()) { +// temp.push_back(class_values[classID]); +// } else { +// temp.push_back(NAN); +// } +// predictions.push_back(temp); +// } +// +// // Compare predictions with true data +// size_t num_missclassifications = 0; +// for (size_t i = 0; i < predictions.size(); ++i) { +// double predicted_value = predictions[i][0]; +// if (!std::isnan(predicted_value)) { +// double real_value = data->get(i, dependent_varID); +// if (predicted_value != real_value) { +// ++num_missclassifications; +// } +// ++classification_table[std::make_pair(real_value, predicted_value)]; +// } +// } +// overall_prediction_error = (double) num_missclassifications / (double) predictions.size(); } void ForestProbability::writeOutputInternal() { *verbose_out << "Tree type: " << "Probability estimation" << std::endl; } +// TODO: Change void ForestProbability::writeConfusionFile() { // Open confusion file for writing @@ -220,6 +261,7 @@ void ForestProbability::writeConfusionFile() { *verbose_out << "Saved confusion matrix to file " << filename << "." << std::endl; } +// TODO: Change void ForestProbability::writePredictionFile() { // Open prediction file for writing diff --git a/source/src/Forest/ForestRegression.cpp b/source/src/Forest/ForestRegression.cpp index 3204eef3b..a07ec2add 100644 --- a/source/src/Forest/ForestRegression.cpp +++ b/source/src/Forest/ForestRegression.cpp @@ -1,6 +1,6 @@ /*------------------------------------------------------------------------------- This file is part of Ranger. - + Ranger is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or @@ -14,13 +14,13 @@ GNU General Public License for more details. You should have received a copy of the GNU General Public License along with Ranger. If not, see . -Written by: +Written by: Marvin N. Wright Institut für Medizinische Biometrie und Statistik Universität zu Lübeck Ratzeburger Allee 160 -23562 Lübeck +23562 Lübeck http://www.imbs-luebeck.de wright@imbs.uni-luebeck.de diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index 7d7090875..7249167bf 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #include "TreeProbability.h" #include "utility.h" @@ -120,18 +120,27 @@ void TreeProbability::createEmptyNodeInternal() { double TreeProbability::computePredictionAccuracyInternal() { - // Here, use majority vote, as in Classification tree - size_t num_predictions = predictions.size(); - size_t num_missclassifications = 0; - for (size_t i = 0; i < num_predictions; ++i) { - size_t predicted_classID = mostFrequentClass(predictions[i], random_number_generator); - double predicted_value = (*class_values)[predicted_classID]; - double real_value = data->get(oob_sampleIDs[i], dependent_varID); - if (predicted_value != real_value) { - ++num_missclassifications; - } + double sum_of_squares = 0; + for (size_t i = 0; i < predictions.size(); ++i) { + size_t real_classID = (*response_classIDs)[i]; + double predicted_value = predictions[i][real_classID]; + sum_of_squares += (1 - predicted_value) * (1 - predicted_value); } - return (1.0 - (double) num_missclassifications / (double) num_predictions); + return (1.0 - sum_of_squares / (double) predictions.size()); + + // TODO: Remove +// // Here, use majority vote, as in Classification tree +// size_t num_predictions = predictions.size(); +// size_t num_missclassifications = 0; +// for (size_t i = 0; i < num_predictions; ++i) { +// size_t predicted_classID = mostFrequentClass(predictions[i], random_number_generator); +// double predicted_value = (*class_values)[predicted_classID]; +// double real_value = data->get(oob_sampleIDs[i], dependent_varID); +// if (predicted_value != real_value) { +// ++num_missclassifications; +// } +// } +// return (1.0 - (double) num_missclassifications / (double) num_predictions); } bool TreeProbability::findBestSplit(size_t nodeID, std::vector& possible_split_varIDs) { From 7b01befb7ca953ad3c703b29d44fc15418f3bc2d Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 23 Sep 2014 16:06:29 +0200 Subject: [PATCH 044/344] importance now working if RF package loaded --- CHANGELOG | 2 ++ R_package/importance.R | 7 +++++-- TODO | 1 - 3 files changed, 7 insertions(+), 3 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index 84c8296c0..19d43b6c2 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -8,3 +8,5 @@ - Fixed a bug: prediction function is now working for probability prediction forests - Slot "predictions" for probability forests now contains class probabilities +- importance function is now working even if randomForest package is + loaded after ranger diff --git a/R_package/importance.R b/R_package/importance.R index 1ce4257c7..ce61e6624 100644 --- a/R_package/importance.R +++ b/R_package/importance.R @@ -26,6 +26,9 @@ # wright@imbs.uni-luebeck.de # ------------------------------------------------------------------------------- +##' @export +importance <- function(x, ...) UseMethod("importance") + ##' Extract variable importance of Ranger object. ##' ##' @@ -36,8 +39,8 @@ ##' @seealso \code{\link{ranger}} ##' @author Marvin N. Wright ##' @aliases importance -##' @export -importance.ranger <- function(x) { +##' @export importance.ranger +importance.ranger <- function(x, ...) { if (class(x) != "ranger") { stop("Object ist no ranger object.") } diff --git a/TODO b/TODO index cb931ca5f..9d741c81b 100644 --- a/TODO +++ b/TODO @@ -5,7 +5,6 @@ - Use changelog! -- If randomForest not loaded, importance function not working - Prediction VIMP with regression methods -> Compare with regression on binary phenotype: VIMP From 494a3d5fc2e82d49ab9186ef51359eeae051a972 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 23 Sep 2014 18:21:38 +0200 Subject: [PATCH 045/344] change probability forests to regression for prediction error and vimp --- CHANGELOG | 2 + R_package/ranger.R | 76 ++++++++++++------------- TODO | 9 +-- source/src/Forest/ForestProbability.cpp | 36 ++++++++---- source/src/Forest/ForestProbability.h | 2 + source/src/Tree/TreeProbability.cpp | 26 ++++----- 6 files changed, 78 insertions(+), 73 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index 19d43b6c2..57d012354 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -4,6 +4,8 @@ ## Version 0.1.2 ## ----------------------------------------------------------------------- ## +- Prediction forests are now handled like regression forests: MSE used for + prediction error and permutation importance - Fix name conflict with randomForest package for "importance" - Fixed a bug: prediction function is now working for probability prediction forests diff --git a/R_package/ranger.R b/R_package/ranger.R index b2b5eb27d..793d7c616 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -36,7 +36,6 @@ ##' ##' With the \code{probability} option and factor dependent variable a probability forest is grown. ##' Here, the estimated response variances are used for splitting, as in regression forests. -##' In contrast, the prediction error is measured with missclassifications as in classification forests. ##' Predictions are class probabilities for each sample. ##' For details see Malley et al. (2012). ##' @@ -122,13 +121,13 @@ ##' @seealso \code{\link{predict.ranger}} ##' @export ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, - importance = "none", write.forest = FALSE, probability = FALSE, - min.node.size = NULL, replace = TRUE, - split.select.weights = NULL, always.split.variables = NULL, - scale.permutation.importance = FALSE, - num.threads = NULL, - verbose = TRUE, seed = NULL, memory = "double", - dependent.variable.name = NULL, status.variable.name = NULL) { + importance = "none", write.forest = FALSE, probability = FALSE, + min.node.size = NULL, replace = TRUE, + split.select.weights = NULL, always.split.variables = NULL, + scale.permutation.importance = FALSE, + num.threads = NULL, + verbose = TRUE, seed = NULL, memory = "double", + dependent.variable.name = NULL, status.variable.name = NULL) { ## GenABEL GWA data if (class(data) == "gwaa.data") { @@ -143,7 +142,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, sparse.data <- as.matrix(0) gwa.mode <- FALSE } - + ## Formula interface. Use whole data frame is no formula provided and depvarname given if (is.null(formula)) { if (is.null(dependent.variable.name)) { @@ -164,12 +163,12 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, data.selected <- model.frame(formula, data, na.action = na.fail) response <- data.selected[[1]] } - + ## Probability estimation if (probability & !is.factor(response)) { stop("Error: Probability estimation is only applicable to categorical (factor) dependent variables.") } - + ## Treetype if (is.factor(response)) { if (probability) { @@ -184,7 +183,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, } else { stop("Error: Unsupported type of dependent variable.") } - + ## Dependent and status variable name. For non-survival dummy status variable name. if (!is.null(formula)) { if (treetype == 5) { @@ -199,12 +198,12 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, independent.variable.names <- names(data.selected)[names(data.selected) != dependent.variable.name & names(data.selected) != status.variable.name] } - + ## Input data and variable names if (!is.null(formula)) { if (treetype == 5) { data.final <- data.matrix(cbind(response[, 1], response[, 2], - data.selected[-1])) + data.selected[-1])) variable.names <- c(dependent.variable.name, status.variable.name, independent.variable.names) } else { @@ -215,7 +214,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, data.final <- data.matrix(data.selected) variable.names <- names(data.selected) } - + ## If gwa mode, add snp variable names if (gwa.mode) { variable.names <- c(variable.names, snp.names) @@ -223,19 +222,19 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, } else { all.independent.variable.names <- independent.variable.names } - + ## Number of trees if (!is.numeric(num.trees) | num.trees < 1) { stop("Error: Invalid value for num.trees.") } - + ## mtry if (is.null(mtry)) { mtry <- 0 } else if (!is.numeric(mtry) | mtry < 0) { stop("Error: Invalid value for mtry") } - + ## Memory mode if (is.null(memory) | memory == "double") { memory.mode <- 0 @@ -246,12 +245,12 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, } else { stop("Error: Unknown memory mode.") } - + ## Seed if (is.null(seed)) { seed <- 0 } - + ## Num threads ## Default 0 -> detect from system in C++. if (is.null(num.threads)) { @@ -259,14 +258,14 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, } else if (!is.numeric(num.threads) | num.threads < 0) { stop("Error: Invalid value for num.threads") } - + ## Minumum node size if (is.null(min.node.size)) { min.node.size <- 0 } else if (!is.numeric(min.node.size) | min.node.size < 0) { stop("Error: Invalid value for min.node.size") } - + ## Importance mode if (is.null(importance) | importance == "none") { importance.mode <- 0 @@ -284,7 +283,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, } else { stop("Error: Unknown importance mode.") } - + ## Split select weights: NULL for no weights if (is.null(split.select.weights)) { split.select.weights <- c(0,0) @@ -292,7 +291,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, } else { use.split.select.weights <- TRUE } - + ## Always split variables: NULL for no variables if (is.null(always.split.variables)) { always.split.variables <- c("0", "0") @@ -300,35 +299,35 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, } else { use.always.split.variables <- TRUE } - + if (use.split.select.weights & use.always.split.variables) { stop("Error: Please use only one option of use.split.select.weights and use.always.split.variables.") } - + ## Prediction mode always false. Use predict.ranger() method. prediction.mode <- FALSE - + ## No loaded forest object loaded.forest <- list() ## Call Ranger result <- rangerCpp(treetype, dependent.variable.name, memory.mode, data.final, variable.names, mtry, - num.trees, verbose, seed, num.threads, write.forest, importance.mode, - min.node.size, split.select.weights, use.split.select.weights, - always.split.variables, use.always.split.variables, - status.variable.name, prediction.mode, loaded.forest, sparse.data, - replace, probability) + num.trees, verbose, seed, num.threads, write.forest, importance.mode, + min.node.size, split.select.weights, use.split.select.weights, + always.split.variables, use.always.split.variables, + status.variable.name, prediction.mode, loaded.forest, sparse.data, + replace, probability) if (length(result) == 0) { stop("Internal error.") } - + ## Prepare results result$predictions <- drop(do.call(rbind, result$predictions)) if (importance.mode != 0) { names(result$variable.importance) <- all.independent.variable.names } - + ## Set predictions if (treetype == 1) { result$predictions <- factor(result$predictions, levels = 1:nlevels(response), @@ -339,10 +338,9 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, result$predictions <- NULL result$survival <- exp(-result$chf) } else if (treetype == 9) { -## result$predictions <- factor(result$predictions, levels = 1:nlevels(response), -## labels = levels(response)) + colnames(result$predictions) <- levels(response) } - + ## Set treetype if (treetype == 1) { result$treetype <- "Classification" @@ -360,7 +358,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, result$memory.mode <- memory result$importance.mode <- importance result$num.samples <- nrow(data.final) - + ## Write forest object if (write.forest) { result$forest$levels <- levels(response) @@ -368,7 +366,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, result$forest$treetype <- result$treetype class(result$forest) <- "ranger.forest" } - + class(result) <- "ranger" return(result) } diff --git a/TODO b/TODO index 9d741c81b..f2ec35e3d 100644 --- a/TODO +++ b/TODO @@ -5,23 +5,20 @@ - Use changelog! - -- Prediction VIMP with regression methods - -> Compare with regression on binary phenotype: VIMP - - Add prediction error for tree subsets (as in randomForest) - Change help (see Silke's mail) -- Progress output too often in long runs - Speedup regression and probability for continouos covariates, like in classification -- Add importance function to run on existing forest + ## ----------------------------------------------------------------------- ## ## Wishlist ## ----------------------------------------------------------------------- ## - Handle missing data +- Add importance function to run on existing forest +- Progress output too often in long runs ## ----------------------------------------------------------------------- ## diff --git a/source/src/Forest/ForestProbability.cpp b/source/src/Forest/ForestProbability.cpp index 31a749e53..b5662f255 100644 --- a/source/src/Forest/ForestProbability.cpp +++ b/source/src/Forest/ForestProbability.cpp @@ -74,16 +74,35 @@ void ForestProbability::initInternal(std::string status_variable_name) { // Create class_values and response_classIDs if (!prediction_mode) { + + // Find all unique response values and sort them for (size_t i = 0; i < num_samples; ++i) { double value = data->get(i, dependent_varID); - - // If classID is already in class_values, use ID. Else create a new one. uint classID = find(class_values.begin(), class_values.end(), value) - class_values.begin(); if (classID == class_values.size()) { class_values.push_back(value); } + } + std::sort(class_values.begin(), class_values.end()); + + // Assign class ID to each observation + for (size_t i = 0; i < num_samples; ++i) { + double value = data->get(i, dependent_varID); + uint classID = find(class_values.begin(), class_values.end(), value) - class_values.begin(); response_classIDs.push_back(classID); } + + // TODO: Remove +// for (size_t i = 0; i < num_samples; ++i) { +// double value = data->get(i, dependent_varID); +// +// // If classID is already in class_values, use ID. Else create a new one. +// uint classID = find(class_values.begin(), class_values.end(), value) - class_values.begin(); +// if (classID == class_values.size()) { +// class_values.push_back(value); +// } +// response_classIDs.push_back(classID); +// } } } @@ -109,12 +128,9 @@ void ForestProbability::predictInternal() { // For each sample compute proportions in each tree and average over trees for (size_t tree_idx = 0; tree_idx < num_trees; ++tree_idx) { std::vector counts = trees[tree_idx]->getPredictions()[sample_idx]; - double sum = 0; - for (size_t class_idx = 0; class_idx < counts.size(); ++class_idx) { - sum += counts[class_idx]; - } + for (size_t class_idx = 0; class_idx < counts.size(); ++class_idx) { - predictions[sample_idx][class_idx] += counts[class_idx] / sum / num_trees; + predictions[sample_idx][class_idx] += counts[class_idx] / num_trees; } } } @@ -136,12 +152,8 @@ void ForestProbability::computePredictionErrorInternal() { size_t sampleID = trees[tree_idx]->getOobSampleIDs()[sample_idx]; std::vector counts = trees[tree_idx]->getPredictions()[sample_idx]; - double sum = 0; - for (size_t class_idx = 0; class_idx < counts.size(); ++class_idx) { - sum += counts[class_idx]; - } for (size_t class_idx = 0; class_idx < counts.size(); ++class_idx) { - predictions[sampleID][class_idx] += counts[class_idx] / sum; + predictions[sampleID][class_idx] += counts[class_idx]; } ++samples_oob_count[sampleID]; } diff --git a/source/src/Forest/ForestProbability.h b/source/src/Forest/ForestProbability.h index 6191cb2ea..f0b0c3b0d 100644 --- a/source/src/Forest/ForestProbability.h +++ b/source/src/Forest/ForestProbability.h @@ -47,6 +47,7 @@ class ForestProbability: public Forest { std::vector>& forest_split_varIDs, std::vector>& forest_split_values, std::vector& class_values, std::vector>>& forest_terminal_class_counts); + // TODO: needed? std::vector>> getTerminalClassCounts() { std::vector>> result; result.reserve(num_trees); @@ -57,6 +58,7 @@ class ForestProbability: public Forest { return result; } + // TODO: needed? const std::vector& getClassValues() const { return class_values; } diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index 7249167bf..d71ec7558 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -55,13 +55,20 @@ void TreeProbability::addPrediction(size_t nodeID, size_t sampleID) { void TreeProbability::addToTerminalNodes(size_t nodeID) { + size_t num_samples_in_node = sampleIDs[nodeID].size(); terminal_class_counts[nodeID].resize(class_values->size(), 0); - for (size_t i = 0; i < sampleIDs[nodeID].size(); ++i) { + // Compute counts + for (size_t i = 0; i < num_samples_in_node; ++i) { size_t node_sampleID = sampleIDs[nodeID][i]; size_t classID = (*response_classIDs)[node_sampleID]; ++terminal_class_counts[nodeID][classID]; } + + // Compute fractions + for (size_t i = 0; i < terminal_class_counts[nodeID].size(); ++i) { + terminal_class_counts[nodeID][i] /= num_samples_in_node; + } } void TreeProbability::appendToFileInternal(std::ofstream& file) { @@ -122,25 +129,12 @@ double TreeProbability::computePredictionAccuracyInternal() { double sum_of_squares = 0; for (size_t i = 0; i < predictions.size(); ++i) { - size_t real_classID = (*response_classIDs)[i]; + size_t sampleID = oob_sampleIDs[i]; + size_t real_classID = (*response_classIDs)[sampleID]; double predicted_value = predictions[i][real_classID]; sum_of_squares += (1 - predicted_value) * (1 - predicted_value); } return (1.0 - sum_of_squares / (double) predictions.size()); - - // TODO: Remove -// // Here, use majority vote, as in Classification tree -// size_t num_predictions = predictions.size(); -// size_t num_missclassifications = 0; -// for (size_t i = 0; i < num_predictions; ++i) { -// size_t predicted_classID = mostFrequentClass(predictions[i], random_number_generator); -// double predicted_value = (*class_values)[predicted_classID]; -// double real_value = data->get(oob_sampleIDs[i], dependent_varID); -// if (predicted_value != real_value) { -// ++num_missclassifications; -// } -// } -// return (1.0 - (double) num_missclassifications / (double) num_predictions); } bool TreeProbability::findBestSplit(size_t nodeID, std::vector& possible_split_varIDs) { From 2ccc018fa9e43718b58796011b05301b71aa4652 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 23 Sep 2014 20:10:41 +0200 Subject: [PATCH 046/344] cleanup cpp code --- source/src/Forest/ForestProbability.cpp | 98 +------------------------ source/src/Forest/ForestProbability.h | 16 ---- source/src/Tree/TreeClassification.cpp | 1 - 3 files changed, 3 insertions(+), 112 deletions(-) diff --git a/source/src/Forest/ForestProbability.cpp b/source/src/Forest/ForestProbability.cpp index b5662f255..2cc140602 100644 --- a/source/src/Forest/ForestProbability.cpp +++ b/source/src/Forest/ForestProbability.cpp @@ -58,7 +58,6 @@ void ForestProbability::loadForest(size_t dependent_varID, size_t num_trees, equalSplit(thread_ranges, 0, num_trees - 1, num_threads); } -// TODO: Need class_values and response_classIDs? void ForestProbability::initInternal(std::string status_variable_name) { // If mtry not set, use floored square root of number of independent variables. @@ -91,18 +90,6 @@ void ForestProbability::initInternal(std::string status_variable_name) { uint classID = find(class_values.begin(), class_values.end(), value) - class_values.begin(); response_classIDs.push_back(classID); } - - // TODO: Remove -// for (size_t i = 0; i < num_samples; ++i) { -// double value = data->get(i, dependent_varID); -// -// // If classID is already in class_values, use ID. Else create a new one. -// uint classID = find(class_values.begin(), class_values.end(), value) - class_values.begin(); -// if (classID == class_values.size()) { -// class_values.push_back(value); -// } -// response_classIDs.push_back(classID); -// } } } @@ -172,64 +159,12 @@ void ForestProbability::computePredictionErrorInternal() { } overall_prediction_error /= (double) predictions.size(); - -// TODO: Remove -//// Class counts for samples -// std::vector> class_counts; -// class_counts.resize(num_samples, std::vector()); -// for (size_t i = 0; i < num_samples; ++i) { -// class_counts[i].resize(class_values.size(), 0); -// } -// -// // For each tree loop over OOB samples and count classes -// for (size_t tree_idx = 0; tree_idx < num_trees; ++tree_idx) { -// for (size_t sample_idx = 0; sample_idx < trees[tree_idx]->getNumSamplesOob(); ++sample_idx) { -// size_t sampleID = trees[tree_idx]->getOobSampleIDs()[sample_idx]; -// std::vector counts = trees[tree_idx]->getPredictions()[sample_idx]; -// size_t classID = mostFrequentClass(counts, random_number_generator); -// -// // classID >= counts.size() means all zero -// if (classID < counts.size()) { -// ++class_counts[sampleID][classID]; -// } -// } -// } -// -//// Compute majority vote for each sample -// predictions.reserve(num_samples); -// for (size_t i = 0; i < num_samples; ++i) { -// std::vector temp; -// size_t classID = mostFrequentClass(class_counts[i], random_number_generator); -// -// // classID >= class_counts[i].size() means all zero -// if (classID < class_counts[i].size()) { -// temp.push_back(class_values[classID]); -// } else { -// temp.push_back(NAN); -// } -// predictions.push_back(temp); -// } -// -// // Compare predictions with true data -// size_t num_missclassifications = 0; -// for (size_t i = 0; i < predictions.size(); ++i) { -// double predicted_value = predictions[i][0]; -// if (!std::isnan(predicted_value)) { -// double real_value = data->get(i, dependent_varID); -// if (predicted_value != real_value) { -// ++num_missclassifications; -// } -// ++classification_table[std::make_pair(real_value, predicted_value)]; -// } -// } -// overall_prediction_error = (double) num_missclassifications / (double) predictions.size(); } void ForestProbability::writeOutputInternal() { *verbose_out << "Tree type: " << "Probability estimation" << std::endl; } -// TODO: Change void ForestProbability::writeConfusionFile() { // Open confusion file for writing @@ -241,39 +176,12 @@ void ForestProbability::writeConfusionFile() { } // Write confusion to file - outfile << "Overall OOB prediction error (Fraction missclassified): " << overall_prediction_error << std::endl; - outfile << std::endl; - outfile << "Class specific prediction errors:" << std::endl; - outfile << " "; - for (auto& class_value : class_values) { - outfile << " " << class_value; - } - outfile << std::endl; - for (auto& predicted_value : class_values) { - outfile << "predicted " << predicted_value << " "; - for (auto& real_value : class_values) { - size_t value = classification_table[std::make_pair(real_value, predicted_value)]; - outfile << value; - if (value < 10) { - outfile << " "; - } else if (value < 100) { - outfile << " "; - } else if (value < 1000) { - outfile << " "; - } else if (value < 10000) { - outfile << " "; - } else if (value < 100000) { - outfile << " "; - } - } - outfile << std::endl; - } + outfile << "Overall OOB prediction error (MSE): " << overall_prediction_error << std::endl; - outfile.close(); - *verbose_out << "Saved confusion matrix to file " << filename << "." << std::endl; + outfile.close(); + *verbose_out << "Saved prediction error to file " << filename << "." << std::endl; } -// TODO: Change void ForestProbability::writePredictionFile() { // Open prediction file for writing diff --git a/source/src/Forest/ForestProbability.h b/source/src/Forest/ForestProbability.h index f0b0c3b0d..ce351a78e 100644 --- a/source/src/Forest/ForestProbability.h +++ b/source/src/Forest/ForestProbability.h @@ -47,22 +47,6 @@ class ForestProbability: public Forest { std::vector>& forest_split_varIDs, std::vector>& forest_split_values, std::vector& class_values, std::vector>>& forest_terminal_class_counts); - // TODO: needed? - std::vector>> getTerminalClassCounts() { - std::vector>> result; - result.reserve(num_trees); - for (Tree* tree : trees) { - TreeProbability* temp = (TreeProbability*) tree; - result.push_back(temp->getTerminalClassCounts()); - } - return result; - } - - // TODO: needed? -const std::vector& getClassValues() const { - return class_values; -} - protected: void initInternal(std::string status_variable_name); void growInternal(); diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index b50c961a8..eac26e085 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -50,7 +50,6 @@ TreeClassification::TreeClassification(std::vector>& child_n TreeClassification::~TreeClassification() { } -// TODO: Needed? void TreeClassification::initInternal() { // Empty on purpose } From 9bc73c28206a89c4e72b663e0ffb8cc4acd4e87b Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 23 Sep 2014 20:18:29 +0200 Subject: [PATCH 047/344] cleanup test files --- test/test_classification.R | 33 ++++++++++++++++ test/test_mse.R | 27 ------------- test/test_probability.R | 79 ++++++++++++++++++++++++++++++++++++++ test/test_r.R | 4 ++ test/test_regression.R | 30 +++++++++++++++ 5 files changed, 146 insertions(+), 27 deletions(-) create mode 100644 test/test_classification.R delete mode 100644 test/test_mse.R create mode 100644 test/test_probability.R create mode 100644 test/test_regression.R diff --git a/test/test_classification.R b/test/test_classification.R new file mode 100644 index 000000000..6dddb4d4f --- /dev/null +++ b/test/test_classification.R @@ -0,0 +1,33 @@ + +library(randomForest) +library(ranger) + +num.replications <- 100 +n <- 500 + +ntree <- 500 +mtry <- 3 +nodesize <- 10 + +p <- 6 +beta <- c(0,0,0,0,1,2) + +dat <- lapply(1:num.replications, function(x) { + x <- matrix(rbinom(p*n, 1, 0.5), nrow = n) + y.linear <- x %*% beta + rnorm(n, 0, 0.5) + y <- as.factor(rbinom(n, size=1, prob = plogis(y.linear))) + dat <- data.frame(y,x) +}) + +## Test predictions error +result <- sapply(dat, function(x) { + rf <- randomForest(y~., x, ntree = ntree, mtry = mtry, nodesize = nodesize) + rg <- ranger(y~., x, num.trees = ntree, mtry = mtry, min.node.size = nodesize) + + c(rf$err.rate[ntree, "OOB"], rg$prediction.error) +}) + +plot(result[1, ], result[2, ], pch = 20, xlab = "RF", ylab = "Ranger") +abline(0,1) + + diff --git a/test/test_mse.R b/test/test_mse.R deleted file mode 100644 index ae6dac5e9..000000000 --- a/test/test_mse.R +++ /dev/null @@ -1,27 +0,0 @@ - -library(randomForest) -library(ranger) - -num.replications <- 100 -n <- 500 - -ntree <- 500 -mtry <- 3 -nodesize <- 3 - -p <- 6 -beta <- c(0,0,0,0,1,2) - -result <- replicate(num.replications, { - x <- matrix(rbinom(p*n, 1, 0.5), nrow = n) - y <- x %*% beta + rnorm(n, 0, 0.5) - dat <- data.frame(y,x) - - rf <- randomForest(y~., dat, ntree = ntree, mtry = mtry, nodesize = nodesize) - rg <- ranger(y~., dat, num.trees = ntree, mtry = mtry, min.node.size = nodesize) - - c(rf$mse[n], rg$prediction.error) -}) - -plot(result[1, ], result[2, ], pch = 20, xlab = "RF", ylab = "Ranger") -abline(0,1) diff --git a/test/test_probability.R b/test/test_probability.R new file mode 100644 index 000000000..2019ad754 --- /dev/null +++ b/test/test_probability.R @@ -0,0 +1,79 @@ + +library(ranger) + +num.replications <- 100 +n <- 500 + +ntree <- 500 +mtry <- 3 +nodesize <- 50 + +p <- 6 +beta <- c(-5,-7,2,4,1,2) + +dat <- lapply(1:num.replications, function(x) { + x <- matrix(rbinom(p*n, 1, 0.5), nrow = n) + y.linear <- x %*% beta + rnorm(n, 0, 0.5) + y <- rbinom(n, size=1, prob = plogis(y.linear)) + dat <- data.frame(y,x) +}) + +## Error +result <- sapply(dat, function(x) { + + rg.reg <- ranger(y~., x, num.trees = ntree, mtry = mtry, min.node.size = nodesize) + x$y <- as.factor(x$y) + rg.prb <- ranger(y~., x, num.trees = ntree, mtry = mtry, min.node.size = nodesize, probability = TRUE) + + c(rg.reg$prediction.error, rg.prb$prediction.error) +}) + +plot(result[1, ], result[2, ], pch = 20, xlab = "Regression", ylab = "Probability prediction") +abline(0,1) + +## Predictions +x <- dat[[5]] +x[1,1] <- 1 +rg.reg <- ranger(y~., x, num.trees = ntree, mtry = mtry, min.node.size = nodesize) + +x$y <- factor(x$y) +rg.prb <- ranger(y~., x, num.trees = ntree, mtry = mtry, min.node.size = nodesize, probability = TRUE) + +plot(rg.reg$predictions, rg.prb$predictions[, 2], pch = 20, xlab = "Regression", ylab = "Probability prediction") +abline(0,1) + +## Gini Importance +result.vimp <- lapply(dat, function(x) { + + rg.reg <- ranger(y~., x, num.trees = ntree, mtry = mtry, min.node.size = nodesize, importance = "impurity") + x$y <- as.factor(x$y) + rg.prb <- ranger(y~., x, num.trees = ntree, mtry = mtry, min.node.size = nodesize, importance = "impurity", probability = TRUE) + + cbind(importance(rg.reg), importance(rg.prb)) +}) +vimp <- simplify2array(result.vimp) +vimp.reg <- vimp[, 1, ] +vimp.prb <- vimp[, 2, ] + +par(mfrow=c(1,2)) +boxplot(t(vimp.reg)) +boxplot(t(vimp.prb)) + +## Permutation Importance +result.vimp <- lapply(dat, function(x) { + + rg.reg <- ranger(y~., x, num.trees = ntree, mtry = mtry, min.node.size = nodesize, importance = "permutation") + x$y <- as.factor(x$y) + rg.prb <- ranger(y~., x, num.trees = ntree, mtry = mtry, min.node.size = nodesize, importance = "permutation", probability = TRUE) + + cbind(importance(rg.reg), importance(rg.prb)) +}) +vimp <- simplify2array(result.vimp) +vimp.reg <- vimp[, 1, ] +vimp.prb <- vimp[, 2, ] + +par(mfrow=c(1,2)) +boxplot(t(vimp.reg)) +boxplot(t(vimp.prb)) + + diff --git a/test/test_r.R b/test/test_r.R index 8051caa5b..d3fe866d2 100644 --- a/test/test_r.R +++ b/test/test_r.R @@ -45,6 +45,10 @@ pred.nodep <- predict(temp$forest, data = veteran[, c(1:2, 5:8)]) pred.nodep <- predict(temp$forest, data = veteran[, c(1:3, 5:8)]) pred.nodep <- predict(temp$forest, data = veteran[, c(1:2, 4:8)]) +temp <- ranger("Species ~ .", data = iris, verbose = FALSE, write.forest = TRUE, probability = TRUE) +pred <- predict(temp$forest, data = iris) +pred.nodep <- predict(temp$forest, data = iris[, 1:4]) + ## Test GWA mode library(GenABEL) ##convert.snp.ped("../../gwa_data/chr1.allChunks.ped", "../../gwa_data/chr1.allChunks.map", "../../gwa_data/chr1.allChunks.raw") diff --git a/test/test_regression.R b/test/test_regression.R new file mode 100644 index 000000000..becc1c08f --- /dev/null +++ b/test/test_regression.R @@ -0,0 +1,30 @@ + +library(randomForest) +library(ranger) + +num.replications <- 100 +n <- 500 + +ntree <- 500 +mtry <- 3 +nodesize <- 10 + +p <- 6 +beta <- c(0,0,0,0,1,2) + +dat <- lapply(1:num.replications, function(x) { + x <- matrix(rbinom(p*n, 1, 0.5), nrow = n) + y <- x %*% beta + rnorm(n, 0, 0.5) + dat <- data.frame(y,x) +}) + +## Test predictions error +result <- sapply(dat, function(x) { + rf <- randomForest(y~., x, ntree = ntree, mtry = mtry, nodesize = nodesize) + rg <- ranger(y~., x, num.trees = ntree, mtry = mtry, min.node.size = nodesize) + + c(rf$mse[ntree], rg$prediction.error) +}) + +plot(result[1, ], result[2, ], pch = 20, xlab = "RF", ylab = "Ranger") +abline(0,1) \ No newline at end of file From fc15061b962b6116a546c32e7c3210bce3917ae0 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 23 Sep 2014 20:43:57 +0200 Subject: [PATCH 048/344] undo to much cleaning --- source/src/Forest/ForestProbability.h | 98 +++++++++++++++------------ 1 file changed, 56 insertions(+), 42 deletions(-) diff --git a/source/src/Forest/ForestProbability.h b/source/src/Forest/ForestProbability.h index ce351a78e..a75352135 100644 --- a/source/src/Forest/ForestProbability.h +++ b/source/src/Forest/ForestProbability.h @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #ifndef FORESTPROBABILITY_H_ #define FORESTPROBABILITY_H_ @@ -47,26 +47,40 @@ class ForestProbability: public Forest { std::vector>& forest_split_varIDs, std::vector>& forest_split_values, std::vector& class_values, std::vector>>& forest_terminal_class_counts); -protected: - void initInternal(std::string status_variable_name); - void growInternal(); - void predictInternal(); - void computePredictionErrorInternal(); - void writeOutputInternal(); - void writeConfusionFile(); - void writePredictionFile(); - void saveToFileInternal(std::ofstream& outfile); - void loadFromFileInternal(std::ifstream& infile); - - // Classes of the dependent variable and classIDs for responses - std::vector class_values; - std::vector response_classIDs; - - // Table with classifications and true classes - std::map, size_t> classification_table; - -private: - DISALLOW_COPY_AND_ASSIGN(ForestProbability); -}; + std::vector>> getTerminalClassCounts() { + std::vector>> result; + result.reserve(num_trees); + for (Tree* tree : trees) { + TreeProbability* temp = (TreeProbability*) tree; + result.push_back(temp->getTerminalClassCounts()); + } + return result; + } + + const std::vector& getClassValues() const { + return class_values; + } + + protected: + void initInternal(std::string status_variable_name); + void growInternal(); + void predictInternal(); + void computePredictionErrorInternal(); + void writeOutputInternal(); + void writeConfusionFile(); + void writePredictionFile(); + void saveToFileInternal(std::ofstream& outfile); + void loadFromFileInternal(std::ifstream& infile); + + // Classes of the dependent variable and classIDs for responses + std::vector class_values; + std::vector response_classIDs; + + // Table with classifications and true classes + std::map, size_t> classification_table; + + private: + DISALLOW_COPY_AND_ASSIGN(ForestProbability); + }; #endif /* FORESTPROBABILITY_H_ */ From caf3e6215e635f534f7cd25c9a9547f6d1dcdf7d Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 23 Sep 2014 21:04:43 +0200 Subject: [PATCH 049/344] changed to doc --- CHANGELOG | 1 + R_package/ranger.R | 9 ++++++--- R_package/tune.R | 10 ++++++++-- TODO | 8 +++++--- 4 files changed, 20 insertions(+), 8 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index 57d012354..84fad2dab 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -12,3 +12,4 @@ - Slot "predictions" for probability forests now contains class probabilities - importance function is now working even if randomForest package is loaded after ranger +- Small changes in documentation diff --git a/R_package/ranger.R b/R_package/ranger.R index 793d7c616..d0176ded7 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -40,7 +40,10 @@ ##' For details see Malley et al. (2012). ##' ##' Note that for classification and regression nodes with size smaller than min.node.size can occur, like in original Random Forest. -##' For survival all nodes contain at least min.node.size samples. Variables selected with always.split.variables are tried additionaly to the mtry variables randomly selected. +##' For survival all nodes contain at least min.node.size samples. +##' Variables selected with \code{always.split.variables} are tried additionaly to the mtry variables randomly selected. +##' In \code{split.select.weights} variables weighted with 0 are never selected and variables with 1 are always selected. +##' Weights do not need to sum up to 1, they will be normalized later. ##' ##' For a large number of variables and data frame as input data the formula interface can be slow. ##' Alternatively dependent.variable.name (and status.variable.name for survival) can be used. @@ -57,7 +60,7 @@ ##' @param probability Grow a probability forest. This is a classification forest which returns class probabilities instead of classifications. ##' @param min.node.size Minimal node size. Default 1 for classification, 5 for regression, 3 for survival, and 10 for probability. ##' @param replace Sample with replacement. Default TRUE. -##' @param split.select.weights Numeric vector with weights representing the probability to select variables for splitting. +##' @param split.select.weights Numeric vector with weights between 0 and 1, representing the probability to select variables for splitting. ##' @param always.split.variables Character vector with variable names to be always tried for splitting. ##' @param scale.permutation.importance Scale permutation importance by standard error as in (Breiman 2001). Only applicable if permutation variable importance mode selected. ##' @param num.threads Number of threads. Default is number of CPUs available. @@ -73,7 +76,7 @@ ##' \code{variable.importance} \tab Variable importance for each independent variable. \cr ##' \code{prediction.error} \tab Overall out of bag prediction error. For classification this is the fraction of missclassified samples, for regression the mean squared error and for survival one minus Harrell's c-index. \cr ##' \code{r.squared} \tab R squared. Also called explained variance or coefficient of determination (regression only). \cr -##' \code{classification.table} \tab Contingency table for classes and predictions (classification only). \cr +##' \code{classification.table} \tab Contingency table for classes and predictions based on out of bag samples (classification only). \cr ##' \code{unique.death.times} \tab Unique death times (survival only). \cr ##' \code{chf} \tab Estimated cumulative hazard function for each sample (survival only). \cr ##' \code{survival} \tab Estimated survival function for each sample (survival only). \cr diff --git a/R_package/tune.R b/R_package/tune.R index c12b1bb9f..b6d1dfbc1 100644 --- a/R_package/tune.R +++ b/R_package/tune.R @@ -26,8 +26,11 @@ # wright@imbs.uni-luebeck.de # ------------------------------------------------------------------------------- -##' Runs ranger for a vector of \code{mtry} values and returns the prediction error for each run. +##' Runs ranger for a vector of \code{mtry} values and returns the out of bag prediction error for each run. ##' For each \code{mtry} the analysis will be replicated \code{n} times. +##' +##' The runs of ranger for different values of \code{mtry} are NOT based on the same bootstrap sample. +##' Be sure to run enough replicates (\code{n}) before you trust the results. ##' ##' @title Tune mtry ##' @param mtry Vector of \code{mtry} values to try. @@ -48,9 +51,12 @@ tune.mtry <- function(mtry, n = 1, ...) { return(result) } -##' Runs ranger for a vector of \code{min.node.size} values and returns the prediction error for each run. +##' Runs ranger for a vector of \code{min.node.size} values and returns the out of bag prediction error for each run. ##' For each \code{mtry} the analysis will be replicated \code{n} times. ##' +##' The runs of ranger for different values of \code{min.node.size} are NOT based on the same bootstrap sample. +##' Be sure to run enough replicates (\code{n}) before you trust the results. +##' ##' @title Tune terminal node size ##' @param min.node.size Vector of \code{min.node.size} values to try. ##' @param n Number of replicates. diff --git a/TODO b/TODO index f2ec35e3d..6b643087a 100644 --- a/TODO +++ b/TODO @@ -5,12 +5,11 @@ - Use changelog! -- Add prediction error for tree subsets (as in randomForest) -- Change help (see Silke's mail) - - Speedup regression and probability for continouos covariates, like in classification +To Silke: tree subset prediction error not implemented, but measure of +convergence is on list now ## ----------------------------------------------------------------------- ## ## Wishlist @@ -19,6 +18,9 @@ - Handle missing data - Add importance function to run on existing forest - Progress output too often in long runs +- Measure of convergence + -> prediction error for tree subsets in randomForest? + -> Auto mode for ntree? Grow until no change in prediction error ## ----------------------------------------------------------------------- ## From fc1395a631095e9457ac2b30175b95c37d4ea9b9 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 24 Sep 2014 11:08:25 +0200 Subject: [PATCH 050/344] speedup regression --- source/src/Forest/ForestRegression.cpp | 4 +- source/src/Tree/TreeRegression.cpp | 183 +++++++++++++++++-------- source/src/Tree/TreeRegression.h | 3 + 3 files changed, 131 insertions(+), 59 deletions(-) diff --git a/source/src/Forest/ForestRegression.cpp b/source/src/Forest/ForestRegression.cpp index a07ec2add..f2421da66 100644 --- a/source/src/Forest/ForestRegression.cpp +++ b/source/src/Forest/ForestRegression.cpp @@ -63,8 +63,8 @@ void ForestRegression::initInternal(std::string status_variable_name) { // If mtry not set, use number of independent variables / 3. if (mtry == 0) { - uint temp = (num_variables - 1) / 3; - mtry = std::max((uint) 1, temp); + int temp = sqrt(num_variables - 1); + mtry = std::max(1, temp); } // Set minimal node size diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index 5012cf8d9..80aa584fc 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -1,36 +1,38 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #include #include #include #include +#include + #include "TreeRegression.h" #include "Data.h" @@ -104,11 +106,17 @@ double TreeRegression::computePredictionAccuracyInternal() { bool TreeRegression::findBestSplit(size_t nodeID, std::vector& possible_split_varIDs) { - //size_t num_samples = sampleIDs[nodeID].size(); + size_t num_samples_node = sampleIDs[nodeID].size(); double best_decrease = -1; size_t best_varID = 0; double best_value = 0; + // Compute sum of responses in node + double sum_node = 0; + for (auto& sampleID : sampleIDs[nodeID]) { + sum_node += data->get(sampleID, dependent_varID); + } + // For all possible split variables for (auto& varID : possible_split_varIDs) { @@ -121,40 +129,8 @@ bool TreeRegression::findBestSplit(size_t nodeID, std::vector& possible_ continue; } - // For all possible split values - for (auto& split_value : possible_split_values) { - - // Virtually split at this value. Count and sum overall and for classes. - size_t n_left = 0; - size_t n_right = 0; - double sum_left = 0; - double sum_right = 0; - for (auto& sampleID : sampleIDs[nodeID]) { - double response = data->get(sampleID, dependent_varID); - if (data->get(sampleID, varID) <= split_value) { - n_left++; - sum_left += response; - } else { - n_right++; - sum_right += response; - } - } - - // Stop if one child empty - if (n_left == 0 || n_right == 0) { - continue; - } - - // Decrease of impurity = variance reduction = MSE - double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; - - // If better than before, use this - if (decrease > best_decrease) { - best_value = split_value; - best_varID = varID; - best_decrease = decrease; - } - } + findBestSplitValue(nodeID, varID, possible_split_values, sum_node, num_samples_node, best_value, best_varID, + best_decrease); } // Stop if no good split found @@ -173,6 +149,99 @@ bool TreeRegression::findBestSplit(size_t nodeID, std::vector& possible_ return false; } +void TreeRegression::findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, + double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { + + size_t num_splits = possible_split_values.size(); + +// Initialize + double* sums_right = new double[num_splits]; + size_t* n_right = new size_t[num_splits]; + for (size_t i = 0; i < num_splits; ++i) { + sums_right[i] = 0; + n_right[i] = 0; + } + +// Sum in right child and possbile split + for (auto& sampleID : sampleIDs[nodeID]) { + double value = data->get(sampleID, varID); + double response = data->get(sampleID, dependent_varID); + + // Count samples until split_value reached + for (size_t i = 0; i < num_splits; ++i) { + if (value > possible_split_values[i]) { + ++n_right[i]; + sums_right[i] += response; + } else { + break; + } + } + } + +// Compute decrease of impurity for each possible split + for (size_t i = 0; i < num_splits; ++i) { + + // Stop if one child empty + size_t n_left = num_samples_node - n_right[i]; + if (n_left == 0 || n_right[i] == 0) { + continue; + } + + double sum_right = sums_right[i]; + double sum_left = sum_node - sum_right; + double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right[i]; + + // If better than before, use this + if (decrease > best_decrease) { + best_value = possible_split_values[i]; + best_varID = varID; + best_decrease = decrease; + } + } + + delete[] sums_right; + delete[] n_right; + + // TODO: Remove +// ------------------------------------------------------ +// +//// For all possible split values +// for (auto& split_value : possible_split_values) { +// +// // Virtually split at this value. Count and sum overall and for classes. +// size_t n_left = 0; +// size_t n_right = 0; +// double sum_left = 0; +// double sum_right = 0; +// for (auto& sampleID : sampleIDs[nodeID]) { +// double response = data->get(sampleID, dependent_varID); +// if (data->get(sampleID, varID) <= split_value) { +// n_left++; +// sum_left += response; +// } else { +// n_right++; +// sum_right += response; +// } +// } +// +// // Stop if one child empty +// if (n_left == 0 || n_right == 0) { +// continue; +// } +// +// // Decrease of impurity = variance reduction = MSE +// double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; +// +// // If better than before, use this +// if (decrease > best_decrease) { +// best_value = split_value; +// best_varID = varID; +// best_decrease = decrease; +// } +// } + +} + void TreeRegression::addImpurityImportance(size_t nodeID, size_t varID, double decrease) { double sum_node = 0; @@ -181,7 +250,7 @@ void TreeRegression::addImpurityImportance(size_t nodeID, size_t varID, double d } double best_decrease = decrease - sum_node * sum_node / (double) sampleIDs[nodeID].size(); - // No variable importance for no split variables +// No variable importance for no split variables size_t tempvarID = varID; for (auto& skip : *no_split_variables) { if (varID >= skip) { diff --git a/source/src/Tree/TreeRegression.h b/source/src/Tree/TreeRegression.h index 6282724f5..55c77ee53 100644 --- a/source/src/Tree/TreeRegression.h +++ b/source/src/Tree/TreeRegression.h @@ -58,6 +58,9 @@ class TreeRegression: public Tree { // Called by splitNodeInternal(). Sets split_varIDs and split_values. bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); + void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, double sum_node, + size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); + void addImpurityImportance(size_t nodeID, size_t varID, double decrease); double computePredictionMSE(); From 6fb812beb5b47b09d4d1deb16cfdf372f2fa4dcd Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 24 Sep 2014 11:11:37 +0200 Subject: [PATCH 051/344] speedup regression --- source/src/Tree/TreeRegression.h | 1 - 1 file changed, 1 deletion(-) diff --git a/source/src/Tree/TreeRegression.h b/source/src/Tree/TreeRegression.h index 55c77ee53..e8c3b60a5 100644 --- a/source/src/Tree/TreeRegression.h +++ b/source/src/Tree/TreeRegression.h @@ -57,7 +57,6 @@ class TreeRegression: public Tree { // Called by splitNodeInternal(). Sets split_varIDs and split_values. bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); - void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); From f8846b88b82f254984f6a383b9feaef156122fe1 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 24 Sep 2014 11:17:31 +0200 Subject: [PATCH 052/344] speedup probability --- CHANGELOG | 1 + TODO | 5 -- source/src/Tree/TreeProbability.cpp | 99 +++++++++++++++++++---------- source/src/Tree/TreeProbability.h | 4 +- source/src/Tree/TreeRegression.cpp | 45 +------------ 5 files changed, 70 insertions(+), 84 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index 84fad2dab..43e7fde08 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -4,6 +4,7 @@ ## Version 0.1.2 ## ----------------------------------------------------------------------- ## +- Speedup regression and probability prediction forests - Prediction forests are now handled like regression forests: MSE used for prediction error and permutation importance - Fix name conflict with randomForest package for "importance" diff --git a/TODO b/TODO index 6b643087a..088a4bbef 100644 --- a/TODO +++ b/TODO @@ -3,11 +3,6 @@ ## TOOD software ## ----------------------------------------------------------------------- ## -- Use changelog! - -- Speedup regression and probability for continouos covariates, like in - classification - To Silke: tree subset prediction error not implemented, but measure of convergence is on list now diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index d71ec7558..0f2fc046f 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -139,11 +139,17 @@ double TreeProbability::computePredictionAccuracyInternal() { bool TreeProbability::findBestSplit(size_t nodeID, std::vector& possible_split_varIDs) { - //size_t num_samples = sampleIDs[nodeID].size(); + size_t num_samples_node = sampleIDs[nodeID].size(); double best_decrease = -1; size_t best_varID = 0; double best_value = 0; + // Compute sum of responses in node + double sum_node = 0; + for (auto& sampleID : sampleIDs[nodeID]) { + sum_node += data->get(sampleID, dependent_varID); + } + // For all possible split variables for (auto& varID : possible_split_varIDs) { @@ -156,40 +162,8 @@ bool TreeProbability::findBestSplit(size_t nodeID, std::vector& possible continue; } - // For all possible split values - for (auto& split_value : possible_split_values) { - - // Virtually split at this value. Count and sum overall and for classes. - size_t n_left = 0; - size_t n_right = 0; - double sum_left = 0; - double sum_right = 0; - for (auto& sampleID : sampleIDs[nodeID]) { - double response = data->get(sampleID, dependent_varID); - if (data->get(sampleID, varID) <= split_value) { - n_left++; - sum_left += response; - } else { - n_right++; - sum_right += response; - } - } - - // Stop if one child empty - if (n_left == 0 || n_right == 0) { - continue; - } - - // Decrease of impurity = variance reduction = MSE - double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; - - // If better than before, use this - if (decrease > best_decrease) { - best_value = split_value; - best_varID = varID; - best_decrease = decrease; - } - } + findBestSplitValue(nodeID, varID, possible_split_values, sum_node, num_samples_node, best_value, best_varID, + best_decrease); } // Stop if no good split found @@ -208,6 +182,61 @@ bool TreeProbability::findBestSplit(size_t nodeID, std::vector& possible return false; } +void TreeProbability::findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, + double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { + + size_t num_splits = possible_split_values.size(); + + // Initialize + double* sums_right = new double[num_splits]; + size_t* n_right = new size_t[num_splits]; + for (size_t i = 0; i < num_splits; ++i) { + sums_right[i] = 0; + n_right[i] = 0; + } + + // Sum in right child and possbile split + for (auto& sampleID : sampleIDs[nodeID]) { + double value = data->get(sampleID, varID); + double response = data->get(sampleID, dependent_varID); + + // Count samples until split_value reached + for (size_t i = 0; i < num_splits; ++i) { + if (value > possible_split_values[i]) { + ++n_right[i]; + sums_right[i] += response; + } else { + break; + } + } + } + + // Compute decrease of impurity for each possible split + for (size_t i = 0; i < num_splits; ++i) { + + // Stop if one child empty + size_t n_left = num_samples_node - n_right[i]; + if (n_left == 0 || n_right[i] == 0) { + continue; + } + + double sum_right = sums_right[i]; + double sum_left = sum_node - sum_right; + double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right[i]; + + // If better than before, use this + if (decrease > best_decrease) { + best_value = possible_split_values[i]; + best_varID = varID; + best_decrease = decrease; + } + } + + delete[] sums_right; + delete[] n_right; + +} + void TreeProbability::addImpurityImportance(size_t nodeID, size_t varID, double decrease) { double sum_node = 0; diff --git a/source/src/Tree/TreeProbability.h b/source/src/Tree/TreeProbability.h index 8dddfc97c..50728b172 100644 --- a/source/src/Tree/TreeProbability.h +++ b/source/src/Tree/TreeProbability.h @@ -64,8 +64,8 @@ class TreeProbability: public Tree { // Called by splitNodeInternal(). Sets split_varIDs and split_values. bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); - void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, size_t num_classes, - size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); + void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, + double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); void addImpurityImportance(size_t nodeID, size_t varID, double decrease); diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index 80aa584fc..b15abfb53 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -154,7 +154,7 @@ void TreeRegression::findBestSplitValue(size_t nodeID, size_t varID, std::vector size_t num_splits = possible_split_values.size(); -// Initialize + // Initialize double* sums_right = new double[num_splits]; size_t* n_right = new size_t[num_splits]; for (size_t i = 0; i < num_splits; ++i) { @@ -162,7 +162,7 @@ void TreeRegression::findBestSplitValue(size_t nodeID, size_t varID, std::vector n_right[i] = 0; } -// Sum in right child and possbile split + // Sum in right child and possbile split for (auto& sampleID : sampleIDs[nodeID]) { double value = data->get(sampleID, varID); double response = data->get(sampleID, dependent_varID); @@ -178,7 +178,7 @@ void TreeRegression::findBestSplitValue(size_t nodeID, size_t varID, std::vector } } -// Compute decrease of impurity for each possible split + // Compute decrease of impurity for each possible split for (size_t i = 0; i < num_splits; ++i) { // Stop if one child empty @@ -201,45 +201,6 @@ void TreeRegression::findBestSplitValue(size_t nodeID, size_t varID, std::vector delete[] sums_right; delete[] n_right; - - // TODO: Remove -// ------------------------------------------------------ -// -//// For all possible split values -// for (auto& split_value : possible_split_values) { -// -// // Virtually split at this value. Count and sum overall and for classes. -// size_t n_left = 0; -// size_t n_right = 0; -// double sum_left = 0; -// double sum_right = 0; -// for (auto& sampleID : sampleIDs[nodeID]) { -// double response = data->get(sampleID, dependent_varID); -// if (data->get(sampleID, varID) <= split_value) { -// n_left++; -// sum_left += response; -// } else { -// n_right++; -// sum_right += response; -// } -// } -// -// // Stop if one child empty -// if (n_left == 0 || n_right == 0) { -// continue; -// } -// -// // Decrease of impurity = variance reduction = MSE -// double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; -// -// // If better than before, use this -// if (decrease > best_decrease) { -// best_value = split_value; -// best_varID = varID; -// best_decrease = decrease; -// } -// } - } void TreeRegression::addImpurityImportance(size_t nodeID, size_t varID, double decrease) { From c0f05bbd4d6eda8ac993b7fe2a1dab5e28ee94d0 Mon Sep 17 00:00:00 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a/source/src/version.h b/source/src/version.h index 0092bd5d9..b16b14937 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.1.1" +#define RANGER_VERSION "0.1.2" #endif From a51d7229cc2f0bcca63d160b81adace7710b9e25 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 30 Sep 2014 15:22:27 +0200 Subject: [PATCH 055/344] fix splitselectweight bug and release version 0.1.2 --- CHANGELOG | 5 ++-- R_package/ranger.R | 3 +- release/ranger_0.1.2.tar.gz | Bin 38769 -> 38811 bytes source/src/Forest/Forest.cpp | 52 ++++++++++++++++----------------- source/src/utility/utility.cpp | 4 +-- test/test_classification.R | 2 +- test/test_r.R | 2 +- 7 files changed, 35 insertions(+), 33 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index 43e7fde08..52b34b2bf 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -4,13 +4,14 @@ ## Version 0.1.2 ## ----------------------------------------------------------------------- ## -- Speedup regression and probability prediction forests +- Speedup growing of regression and probability prediction forests - Prediction forests are now handled like regression forests: MSE used for prediction error and permutation importance -- Fix name conflict with randomForest package for "importance" +- Fixed name conflict with randomForest package for "importance" - Fixed a bug: prediction function is now working for probability prediction forests - Slot "predictions" for probability forests now contains class probabilities - importance function is now working even if randomForest package is loaded after ranger +- Fixed a bug: Split selection weights are now working as expected - Small changes in documentation diff --git a/R_package/ranger.R b/R_package/ranger.R index d0176ded7..4a842a77a 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -43,7 +43,8 @@ ##' For survival all nodes contain at least min.node.size samples. ##' Variables selected with \code{always.split.variables} are tried additionaly to the mtry variables randomly selected. ##' In \code{split.select.weights} variables weighted with 0 are never selected and variables with 1 are always selected. -##' Weights do not need to sum up to 1, they will be normalized later. +##' Weights do not need to sum up to 1, they will be normalized later. +##' The usage of \code{split.select.weights} can increase the computation times for large forests. ##' ##' For a large number of variables and data frame as input data the formula interface can be slow. ##' Alternatively dependent.variable.name (and status.variable.name for survival) can be used. diff --git a/release/ranger_0.1.2.tar.gz b/release/ranger_0.1.2.tar.gz index a9f0e58514faf918d130521bed166fd59f84bfdd..684b8422294728ca4c42d9d009be15e49ebf7a3e 100644 GIT binary patch delta 33571 zcmXupQ*_=>yr}WmcH^Y6lg3G7+iq+$Hh!^<#ka%#wkzHXvUrKRMnEj#{@|K)v zXpLLZy=HRsl$4a$O?TDty7}=o^OUfSzS(R0Ol&kIYwQkIX;$;3pCeV_7%#DY5V;ibzuC 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See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #include #include @@ -126,13 +126,14 @@ void Forest::initR(std::string dependent_variable_name, MemoryMode memory_mode, min_node_size, status_variable_name, prediction_mode, sample_with_replacement); // Set variables to be always considered for splitting - setAlwaysSplitVariables(always_split_variable_names); + if (!always_split_variable_names.empty()) { + setAlwaysSplitVariables(always_split_variable_names); + } // Set split select weights if (!split_select_weights.empty()) { setSplitWeightVector(split_select_weights); } - } void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, Data* input_data, uint mtry, @@ -190,9 +191,6 @@ void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, D if (this->mtry > num_variables - 1) { throw std::runtime_error("mtry can not be larger than number of variables in data."); } - - // Load split select weights from file - this->split_select_weights = split_select_weights; } void Forest::run(bool verbose) { @@ -205,6 +203,7 @@ void Forest::run(bool verbose) { if (verbose) { *verbose_out << "Growing trees .." << std::endl; } + grow(); if (verbose) { @@ -524,6 +523,7 @@ void Forest::setSplitWeightVector(std::vector& split_select_weights) { ++varID; } } + if (weight == 1) { deterministic_varIDs.push_back(varID); } else if (weight < 1 && weight > 0) { diff --git a/source/src/utility/utility.cpp b/source/src/utility/utility.cpp index 48b4c5c02..be887253b 100644 --- a/source/src/utility/utility.cpp +++ b/source/src/utility/utility.cpp @@ -175,8 +175,8 @@ void drawWithoutReplacementWeighted(std::vector& result, std::mt19937_64 size_t draw; do { draw = weighted_dist(random_number_generator); - } while (temp[indizes[draw]]); - temp[indizes[draw]] = true; + } while (temp[draw]); + temp[draw] = true; result.push_back(indizes[draw]); } } diff --git a/test/test_classification.R b/test/test_classification.R index 6dddb4d4f..695e33c12 100644 --- a/test/test_classification.R +++ b/test/test_classification.R @@ -1,6 +1,6 @@ -library(randomForest) library(ranger) +library(randomForest) num.replications <- 100 n <- 500 diff --git a/test/test_r.R b/test/test_r.R index d3fe866d2..a87bb893e 100644 --- a/test/test_r.R +++ b/test/test_r.R @@ -19,7 +19,7 @@ yy <- ranger("Surv(time, status) ~ .", data = veteran) ## Test split select weights weights <- c(0,0.2,0.5,1) ww <- ranger("Species ~ .", data = iris, split.select.weights = weights, - mtry = 3, importance = "impurity") + mtry = 3, importance = "impurity", verbose = TRUE, num.trees = 1) ## Test verbose output temp <- ranger("Sepal.Width ~ .", data = iris, verbose = TRUE) From 023f3001405414b3f9e6000baff5b7d011ddca23 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 30 Sep 2014 15:26:58 +0200 Subject: [PATCH 056/344] add new version to README --- README | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README b/README index d9f0a4439..dcf3ecbbf 100644 --- a/README +++ b/README @@ -1,6 +1,6 @@ -Ranger 0.1.0 +Ranger 0.1.2 Written by: From 5de6c37f5e15f69a7a5714eb96a8cd0e9aa16352 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 15 Oct 2014 17:52:51 +0200 Subject: [PATCH 057/344] add mode switch for auc splitting --- R_package/create_package.R | 6 +- R_package/ranger.R | 4 +- R_package/rangerCpp.cpp | 3 +- source/src/Forest/Forest.cpp | 6 +- source/src/Forest/Forest.h | 8 +- source/src/Tree/Tree.cpp | 2 +- source/src/Tree/Tree.h | 4 +- source/src/Tree/TreeSurvival.cpp | 14 +- source/src/globals.h | 9 +- source/src/utility/ArgumentHandler.cpp | 176 +++++++++++++------------ source/src/utility/ArgumentHandler.h | 2 +- test/test_survival.R | 23 +++- 12 files changed, 151 insertions(+), 106 deletions(-) diff --git a/R_package/create_package.R b/R_package/create_package.R index 9eb31864c..7fb1e0113 100644 --- a/R_package/create_package.R +++ b/R_package/create_package.R @@ -45,9 +45,9 @@ unlink(file.path(package.name, "man", paste(package.name, "-package.Rd", sep = " ## TODO: Instead use inst/include/ranger.h ? ## Add globals.h to RcppExports.cpp (for building on Windows) -rcpp.exports.file <- file.path(".", package.name, "src", "RcppExports.cpp") -input <- readLines(rcpp.exports.file) -writeLines(c("#include \"globals.h\"", input), rcpp.exports.file) +# rcpp.exports.file <- file.path(".", package.name, "src", "RcppExports.cpp") +# input <- readLines(rcpp.exports.file) +# writeLines(c("#include \"globals.h\"", input), rcpp.exports.file) ## Change DESCRIPTION file dcf.file <- file.path(".", package.name, "DESCRIPTION") diff --git a/R_package/ranger.R b/R_package/ranger.R index 93b98561d..10957772a 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -62,7 +62,7 @@ ##' @param probability Grow a probability forest. This is a classification forest which returns class probabilities instead of classifications. ##' @param min.node.size Minimal node size. Default 1 for classification, 5 for regression, 3 for survival, and 10 for probability. ##' @param replace Sample with replacement. Default TRUE. -##' @param splitrule Splitting rule, survival only. The splitting rule can be chosen of "logrank" and "auc" with default "logrank". +##' @param splitrule Splitting rule, survival only. The splitting rule can be chosen of "logrank", "auc" and "auc_ignore_ties" with default "logrank". ##' @param split.select.weights Numeric vector with weights between 0 and 1, representing the probability to select variables for splitting. ##' @param always.split.variables Character vector with variable names to be always tried for splitting. ##' @param scale.permutation.importance Scale permutation importance by standard error as in (Breiman 2001). Only applicable if permutation variable importance mode selected. @@ -317,6 +317,8 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, splitrule <- 1 } else if (treetype == 5 & splitrule == "auc") { splitrule <- 2 + } else if (treetype == 5 & splitrule == "auc_ignore_ties") { + splitrule <- 3 } else { stop("Error: Unknown splitrule.") } diff --git a/R_package/rangerCpp.cpp b/R_package/rangerCpp.cpp index ca3a3f0f4..6200ea8b5 100644 --- a/R_package/rangerCpp.cpp +++ b/R_package/rangerCpp.cpp @@ -48,7 +48,7 @@ Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, uint me std::vector& split_select_weights, bool use_split_select_weights, std::vector& always_split_variable_names, bool use_always_split_variable_names, std::string status_variable_name, bool prediction_mode, Rcpp::List loaded_forest, Rcpp::RawMatrix sparse_data, - bool sample_with_replacement, bool probability, uint splitrule) { + bool sample_with_replacement, bool probability, uint splitrule_r) { Rcpp::List result; Forest* forest = 0; @@ -117,6 +117,7 @@ Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, uint me } ImportanceMode importance_mode = (ImportanceMode) importance_mode_r; + SplitRule splitrule = (SplitRule) splitrule_r; // Init Ranger forest->initR(dependent_variable_name, memory_mode, data, mtry, num_trees, verbose_out, seed, num_threads, diff --git a/source/src/Forest/Forest.cpp b/source/src/Forest/Forest.cpp index 10421c320..411756c51 100644 --- a/source/src/Forest/Forest.cpp +++ b/source/src/Forest/Forest.cpp @@ -58,7 +58,7 @@ void Forest::initCpp(std::string dependent_variable_name, MemoryMode memory_mode std::string output_prefix, uint num_trees, std::ostream* verbose_out, uint seed, uint num_threads, std::string load_forest_filename, ImportanceMode importance_mode, uint min_node_size, std::string split_select_weights_file, std::vector& always_split_variable_names, - std::string status_variable_name, bool sample_with_replacement, uint splitrule) { + std::string status_variable_name, bool sample_with_replacement, SplitRule splitrule) { this->verbose_out = verbose_out; @@ -117,7 +117,7 @@ void Forest::initR(std::string dependent_variable_name, MemoryMode memory_mode, uint num_trees, std::ostream* verbose_out, uint seed, uint num_threads, ImportanceMode importance_mode, uint min_node_size, std::vector& split_select_weights, std::vector& always_split_variable_names, std::string status_variable_name, bool prediction_mode, - bool sample_with_replacement, uint splitrule) { + bool sample_with_replacement, SplitRule splitrule) { this->verbose_out = verbose_out; @@ -139,7 +139,7 @@ void Forest::initR(std::string dependent_variable_name, MemoryMode memory_mode, void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, Data* input_data, uint mtry, std::string output_prefix, uint num_trees, uint seed, uint num_threads, ImportanceMode importance_mode, uint min_node_size, std::string status_variable_name, bool prediction_mode, bool sample_with_replacement, - uint splitrule) { + SplitRule splitrule) { // Initialize data with memmode this->data = input_data; diff --git a/source/src/Forest/Forest.h b/source/src/Forest/Forest.h index 7307117c3..2b3d5dbc8 100644 --- a/source/src/Forest/Forest.h +++ b/source/src/Forest/Forest.h @@ -49,15 +49,15 @@ class Forest { std::string output_prefix, uint num_trees, std::ostream* verbose_out, uint seed, uint num_threads, std::string load_forest_filename, ImportanceMode importance_mode, uint min_node_size, std::string split_select_weights_file, std::vector& always_split_variable_names, - std::string status_variable_name, bool sample_with_replacement, uint splitrule); + std::string status_variable_name, bool sample_with_replacement, SplitRule splitrule); void initR(std::string dependent_variable_name, MemoryMode memory_mode, Data* input_data, uint mtry, uint num_trees, std::ostream* verbose_out, uint seed, uint num_threads, ImportanceMode importance_mode, uint min_node_size, std::vector& split_select_weights, std::vector& always_split_variable_names, - std::string status_variable_name, bool prediction_mode, bool sample_with_replacement, uint splitrule); + std::string status_variable_name, bool prediction_mode, bool sample_with_replacement, SplitRule splitrule); void init(std::string dependent_variable_name, MemoryMode memory_mode, Data* input_data, uint mtry, std::string output_prefix, uint num_trees, uint seed, uint num_threads, ImportanceMode importance_mode, uint min_node_size, std::string status_variable_name, bool prediction_mode, bool sample_with_replacement, - uint splitrule); + SplitRule splitrule); virtual void initInternal(std::string status_variable_name) = 0; // Grow or predict @@ -167,7 +167,7 @@ class Forest { bool prediction_mode; MemoryMode memory_mode; bool sample_with_replacement; - uint splitrule; + SplitRule splitrule; // Variable to not split at (only dependent_varID for non-survival forests) std::vector no_split_variables; diff --git a/source/src/Tree/Tree.cpp b/source/src/Tree/Tree.cpp index 634249c0b..99cae8263 100644 --- a/source/src/Tree/Tree.cpp +++ b/source/src/Tree/Tree.cpp @@ -51,7 +51,7 @@ Tree::~Tree() { void Tree::init(Data* data, uint mtry, size_t dependent_varID, size_t num_samples, uint seed, std::vector* deterministic_varIDs, std::vector* split_select_varIDs, std::vector* split_select_weights, ImportanceMode importance_mode, uint min_node_size, - std::vector* no_split_variables, bool sample_with_replacement, uint splitrule) { + std::vector* no_split_variables, bool sample_with_replacement, SplitRule splitrule) { this->data = data; this->mtry = mtry; diff --git a/source/src/Tree/Tree.h b/source/src/Tree/Tree.h index d8798934e..1941150d3 100644 --- a/source/src/Tree/Tree.h +++ b/source/src/Tree/Tree.h @@ -49,7 +49,7 @@ class Tree { void init(Data* data, uint mtry, size_t dependent_varID, size_t num_samples, uint seed, std::vector* deterministic_varIDs, std::vector* split_select_varIDs, std::vector* split_select_weights, ImportanceMode importance_mode, uint min_node_size, - std::vector* no_split_variables, bool sample_with_replacement, uint splitrule); + std::vector* no_split_variables, bool sample_with_replacement, SplitRule splitrule); virtual void initInternal() = 0; void grow(); @@ -159,7 +159,7 @@ class Tree { std::vector> predictions; bool sample_with_replacement; - uint splitrule; + SplitRule splitrule; private: DISALLOW_COPY_AND_ASSIGN(Tree); diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index f55d23cdc..e895e93ab 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -92,9 +92,9 @@ void TreeSurvival::appendToFileInternal(std::ofstream& file) { bool TreeSurvival::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { bool result = false; - if (splitrule == 1) { + if (splitrule == LOGRANK) { result = findBestSplitLogRank(nodeID, possible_split_varIDs); - } else if (splitrule == 2) { + } else if (splitrule == AUC || splitrule == AUC_IGNORE_TIES) { result = findBestSplitAUC(nodeID, possible_split_varIDs); } @@ -186,9 +186,8 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss return result; } -// TODO: Test // TODO: Profile -// TODO: Redundancies with logrank splitting +// TODO: Redundancies with logrank splitting -> fix when merging in master bool TreeSurvival::findBestSplitAUC(size_t nodeID, std::vector& possible_split_varIDs) { double best_auc = -1; @@ -402,6 +401,13 @@ double TreeSurvival::computeAucSplit(size_t nodeID, size_t varID, double split_v value_larger = value_k; status_smaller = status_l; } else { + if (splitrule == AUC) { + if (time_k == time_l && status_k == 1 && status_l == 1 && value_k != value_l) { + // Tie in survival time, event for both and no tie for covariate -> count with 0.5 + ++num_total; + ++num_left_left; + } + } continue; } diff --git a/source/src/globals.h b/source/src/globals.h index a8fc570e3..beaaa0d23 100644 --- a/source/src/globals.h +++ b/source/src/globals.h @@ -65,6 +65,13 @@ enum ImportanceMode { }; const uint MAX_IMP_MODE = 4; +// Split mode +enum SplitRule { + LOGRANK = 1, + AUC = 2, + AUC_IGNORE_TIES = 3 +}; + // Default values const uint DEFAULT_NUM_TREE = 500; const uint DEFAULT_NUM_THREADS = 0; @@ -75,7 +82,7 @@ const uint DEFAULT_MIN_NODE_SIZE_REGRESSION = 5; const uint DEFAULT_MIN_NODE_SIZE_SURVIVAL = 3; const uint DEFAULT_MIN_NODE_SIZE_PROBABILITY = 10; -const uint DEFAULT_SPLITRULE = 1; +const SplitRule DEFAULT_SPLITRULE = LOGRANK; // Interval to print progress in seconds const double STATUS_INTERVAL = 30.0; diff --git a/source/src/utility/ArgumentHandler.cpp b/source/src/utility/ArgumentHandler.cpp index f67aa7104..9b6a8891f 100644 --- a/source/src/utility/ArgumentHandler.cpp +++ b/source/src/utility/ArgumentHandler.cpp @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #include #include @@ -52,34 +52,22 @@ int ArgumentHandler::processArguments() { char const *short_options = "A:D:M:P:S:U:Zf:hil::m:o:pr:s:t:uvwy:z:"; // long options: longname, no/optional/required argument?, flag(not used!), shortname - const struct option long_options[] = { - - { "alwayssplitvars", required_argument, 0, 'A'}, - { "depvarname", required_argument, 0, 'D'}, - { "memmode", required_argument, 0, 'M'}, - { "predict", required_argument, 0, 'P'}, - { "splitweights", required_argument, 0, 'S'}, - { "nthreads", required_argument, 0, 'U'}, - { "version", no_argument, 0, 'Z'}, - - { "file", required_argument, 0, 'f'}, - { "help", no_argument, 0, 'h'}, - { "impmeasure", required_argument, 0, 'i'}, - { "targetpartitionsize", required_argument, 0, 'l'}, - { "mtry", required_argument, 0, 'm'}, - { "outprefix", required_argument, 0, 'o'}, - { "probability", no_argument, 0, 'p'}, - { "splitrule", required_argument, 0, 'r'}, - { "statusvarname", required_argument, 0, 's'}, - { "ntree", required_argument, 0, 't'}, - { "noreplace", no_argument, 0, 'u'}, - { "verbose", no_argument, 0, 'v'}, - { "write", no_argument, 0, 'w'}, - { "treetype", required_argument, 0, 'y'}, - { "seed", required_argument, 0, 'z'}, - - { 0, 0, 0, 0} - }; + const struct option long_options[] = { + + { "alwayssplitvars", required_argument, 0, 'A' }, { "depvarname", required_argument, 0, 'D' }, { "memmode", + required_argument, 0, 'M' }, { "predict", required_argument, 0, 'P' }, + { "splitweights", required_argument, 0, 'S' }, { "nthreads", required_argument, 0, 'U' }, { "version", + no_argument, 0, 'Z' }, + + { "file", required_argument, 0, 'f' }, { "help", no_argument, 0, 'h' }, + { "impmeasure", required_argument, 0, 'i' }, { "targetpartitionsize", required_argument, 0, 'l' }, { "mtry", + required_argument, 0, 'm' }, { "outprefix", required_argument, 0, 'o' }, + { "probability", no_argument, 0, 'p' }, { "splitrule", required_argument, 0, 'r' }, { "statusvarname", + required_argument, 0, 's' }, { "ntree", required_argument, 0, 't' }, { "noreplace", no_argument, 0, 'u' }, { + "verbose", no_argument, 0, 'v' }, { "write", no_argument, 0, 'w' }, { "treetype", required_argument, 0, 'y' }, + { "seed", required_argument, 0, 'z' }, + + { 0, 0, 0, 0 } }; while (1) { int option_index = 0; @@ -199,7 +187,24 @@ int ArgumentHandler::processArguments() { break; case 'r': - splitrule = std::stoi(optarg); + try { + switch (std::stoi(optarg)) { + case 1: + splitrule = LOGRANK; + break; + case 2: + splitrule = AUC; + break; + case 3: + splitrule = AUC_IGNORE_TIES; + break; + default: + throw std::runtime_error(""); + break; + } + } catch (...) { + throw std::runtime_error("Illegal splitrule selected. See '--help' for details."); + } break; case 's': @@ -293,14 +298,15 @@ void ArgumentHandler::checkArguments() { } if (treetype == TREE_SURVIVAL && statusvarname.empty()) { - throw std::runtime_error("Please specify a status variable name with '--statusvarname'. See '--help' for details."); - } + throw std::runtime_error("Please specify a status variable name with '--statusvarname'. See '--help' for details."); + } if (treetype != TREE_SURVIVAL && !statusvarname.empty()) { - throw std::runtime_error("Option '--statusvarname' only applicable for survival forest. See '--help' for details."); + throw std::runtime_error("Option '--statusvarname' only applicable for survival forest. See '--help' for details."); } if (treetype == TREE_SURVIVAL && impmeasure == IMP_GINI) { - throw std::runtime_error("Node impurity variable importance not supported for survival forests. See '--help' for details."); + throw std::runtime_error( + "Node impurity variable importance not supported for survival forests. See '--help' for details."); } if (treetype != TREE_CLASSIFICATION && probability) { @@ -325,20 +331,7 @@ void ArgumentHandler::checkArguments() { } // Check splitrule - try { - switch (splitrule) { - case 1: - break; - case 2: - if (treetype != TREE_SURVIVAL) { - throw std::runtime_error(""); - } - break; - default: - throw std::runtime_error(""); - break; - } - } catch (...) { + if ((splitrule == AUC || splitrule == AUC_IGNORE_TIES) && treetype != TREE_SURVIVAL) { throw std::runtime_error("Illegal splitrule selected. See '--help' for details."); } @@ -359,9 +352,13 @@ void ArgumentHandler::displayHelp() { std::cout << " " << " TYPE = 3: Regression." << std::endl; std::cout << " " << " TYPE = 5: Survival." << std::endl; std::cout << " " << " (Default: 1)" << std::endl; - std::cout << " " << "--probability Grow a Classification forest with probability estimation for the classes." << std::endl; + std::cout << " " + << "--probability Grow a Classification forest with probability estimation for the classes." + << std::endl; std::cout << " " << " Use in combination with --treetype 1." << std::endl; - std::cout << " " << "--depvarname NAME Name of dependent variable. For survival trees this is the time variable." << std::endl; + std::cout << " " + << "--depvarname NAME Name of dependent variable. For survival trees this is the time variable." + << std::endl; std::cout << " " << "--statusvarname NAME Name of status variable, only applicable for survival trees." << std::endl; std::cout << " " << " Coding is 1 for event and 0 for censored." << std::endl; @@ -369,30 +366,47 @@ void ArgumentHandler::displayHelp() { std::cout << " " << " (Default: 500)" << std::endl; std::cout << " " << "--mtry N Number of variables to possibly split at in each node." << std::endl; - std::cout << " " << " (Default: sqrt(p) for Classification and Survival, p/3 for Regression. " << std::endl; + std::cout << " " + << " (Default: sqrt(p) for Classification and Survival, p/3 for Regression. " + << std::endl; std::cout << " " << " p = number of independent variables)" << std::endl; std::cout << " " << "--targetpartitionsize N Set minimal node size to N." << std::endl; - std::cout << " " << " For Classification and Regression growing is stopped if a node reaches a size smaller than N." << std::endl; - std::cout << " " << " For Survival growing is stopped if one child would reach a size smaller than N." << std::endl; - std::cout << " " << " This means nodes with size smaller N can occur for Classification and Regression." << std::endl; - std::cout << " " << " (Default: 1 for Classification, 5 for Regression, and 3 for Survival)" << std::endl; + std::cout << " " + << " For Classification and Regression growing is stopped if a node reaches a size smaller than N." + << std::endl; + std::cout << " " + << " For Survival growing is stopped if one child would reach a size smaller than N." + << std::endl; + std::cout << " " + << " This means nodes with size smaller N can occur for Classification and Regression." + << std::endl; + std::cout << " " + << " (Default: 1 for Classification, 5 for Regression, and 3 for Survival)" + << std::endl; std::cout << " " << "--write Save forest to file .forest." << std::endl; std::cout << " " << "--predict FILE Load forest from FILE and predict with new data." << std::endl; std::cout << " " << "--impmeasure TYPE Set importance mode to:" << std::endl; std::cout << " " << " TYPE = 0: none." << std::endl; - std::cout << " " << " TYPE = 1: Node impurity: Gini for Classification, variance for Regression." << std::endl; - std::cout << " " << " TYPE = 2: Permutation importance, scaled by standard errors." + std::cout << " " + << " TYPE = 1: Node impurity: Gini for Classification, variance for Regression." << std::endl; - std::cout << " " << " TYPE = 3: Permutation importance, no scaling." + std::cout << " " << " TYPE = 2: Permutation importance, scaled by standard errors." << std::endl; + std::cout << " " << " TYPE = 3: Permutation importance, no scaling." << std::endl; std::cout << " " << " (Default: 0)" << std::endl; std::cout << " " << "--noreplace Sample without replacement." << std::endl; std::cout << " " << "--splitrule RULE Splitting rule:" << std::endl; - std::cout << " " << " RULE = 1: Gini for Classification, variance for Regression, logrank for Survival." << std::endl; - std::cout << " " << " RULE = 2: AUC for Survival, not available for Classification and Regression." << std::endl; + std::cout << " " + << " RULE = 1: Gini for Classification, variance for Regression, logrank for Survival." + << std::endl; + std::cout << " " + << " RULE = 2: AUC for Survival, not available for Classification and Regression." + << std::endl; std::cout << " " << " (Default: 1)" << std::endl; std::cout << " " << "--splitweights FILE Filename of split select weights file." << std::endl; - std::cout << " " << "--alwayssplitvars V1,V2,.. Comma separated list of variable names to be always considered for splitting." << std::endl; + std::cout << " " + << "--alwayssplitvars V1,V2,.. Comma separated list of variable names to be always considered for splitting." + << std::endl; std::cout << " " << "--nthreads N Set number of parallel threads to N." << std::endl; std::cout << " " << " (Default: Number of CPUs available)" << std::endl; std::cout << " " << "--seed SEED Set random seed to SEED." << std::endl; diff --git a/source/src/utility/ArgumentHandler.h b/source/src/utility/ArgumentHandler.h index 051e76ffc..8016289bf 100644 --- a/source/src/utility/ArgumentHandler.h +++ b/source/src/utility/ArgumentHandler.h @@ -74,7 +74,7 @@ class ArgumentHandler { uint mtry; std::string outprefix; bool probability; - uint splitrule; + SplitRule splitrule; std::string statusvarname; uint ntree; bool replace; diff --git a/test/test_survival.R b/test/test_survival.R index da8a58569..3ab488406 100644 --- a/test/test_survival.R +++ b/test/test_survival.R @@ -2,8 +2,23 @@ library(survival) library(ranger) -ranger(Surv(time, status) ~ ., veteran) -ranger(Surv(time, status) ~ ., veteran, splitrule = "auc") +n <- 20 -ranger(Surv(time, status) ~ age + sex + perfor + surg + etype, colon) -ranger(Surv(time, status) ~ age + sex + perfor + surg + etype, colon, splitrule = "auc") +std <- replicate(n, { + ranger(Surv(time, status) ~ ., veteran)$prediction.error +}) + +auc <- replicate(n, { + ranger(Surv(time, status) ~ ., veteran, splitrule = "auc")$prediction.error +}) + +auc.ignore.ties <- replicate(n, { + ranger(Surv(time, status) ~ ., veteran, splitrule = "auc_ignore_ties")$prediction.error +}) + +result <- data.frame(std, auc, auc.ignore.ties) + +boxplot(result) + +##ranger(Surv(time, status) ~ age + sex + perfor + surg + etype, colon) +##ranger(Surv(time, status) ~ age + sex + perfor + surg + etype, colon, splitrule = "auc") From 668405a0a2c143d5a944e1ddb4a8e344f9ca3d5e Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 15 Oct 2014 18:03:04 +0200 Subject: [PATCH 058/344] test again with more trees --- test/test_survival.R | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/test/test_survival.R b/test/test_survival.R index 3ab488406..484f136fa 100644 --- a/test/test_survival.R +++ b/test/test_survival.R @@ -5,15 +5,15 @@ library(ranger) n <- 20 std <- replicate(n, { - ranger(Surv(time, status) ~ ., veteran)$prediction.error + ranger(Surv(time, status) ~ ., veteran, num.trees = 2000)$prediction.error }) auc <- replicate(n, { - ranger(Surv(time, status) ~ ., veteran, splitrule = "auc")$prediction.error + ranger(Surv(time, status) ~ ., veteran, splitrule = "auc", num.trees = 2000)$prediction.error }) auc.ignore.ties <- replicate(n, { - ranger(Surv(time, status) ~ ., veteran, splitrule = "auc_ignore_ties")$prediction.error + ranger(Surv(time, status) ~ ., veteran, splitrule = "auc_ignore_ties", num.trees = 2000)$prediction.error }) result <- data.frame(std, auc, auc.ignore.ties) From 905494e271c7cb02644f5171a9732a19bdb7f8dd Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 15 Oct 2014 18:04:20 +0200 Subject: [PATCH 059/344] test again with more trees --- test/test_survival.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/test/test_survival.R b/test/test_survival.R index 484f136fa..b6a1fd03a 100644 --- a/test/test_survival.R +++ b/test/test_survival.R @@ -2,7 +2,7 @@ library(survival) library(ranger) -n <- 20 +n <- 100 std <- replicate(n, { ranger(Surv(time, status) ~ ., veteran, num.trees = 2000)$prediction.error From 55243e0316cc0aaa82c4a329430a2741eac4d680 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 15 Oct 2014 18:04:45 +0200 Subject: [PATCH 060/344] change switch to not equal --- source/src/Tree/TreeSurvival.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index e895e93ab..388f6c6e1 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -401,7 +401,7 @@ double TreeSurvival::computeAucSplit(size_t nodeID, size_t varID, double split_v value_larger = value_k; status_smaller = status_l; } else { - if (splitrule == AUC) { + if (splitrule != AUC_IGNORE_TIES) { if (time_k == time_l && status_k == 1 && status_l == 1 && value_k != value_l) { // Tie in survival time, event for both and no tie for covariate -> count with 0.5 ++num_total; From a6a8c39a6068d64c277bea6dace7c7d4ca5a183f Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 15 Oct 2014 22:46:03 +0200 Subject: [PATCH 061/344] work on auc speedup --- source/src/Tree/TreeSurvival.cpp | 250 +++++++++++++++++++------------ source/src/Tree/TreeSurvival.h | 10 +- test/test_survival.R | 9 +- 3 files changed, 165 insertions(+), 104 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 388f6c6e1..3a817edb4 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -90,36 +90,8 @@ void TreeSurvival::appendToFileInternal(std::ofstream& file) { } bool TreeSurvival::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { - bool result = false; - - if (splitrule == LOGRANK) { - result = findBestSplitLogRank(nodeID, possible_split_varIDs); - } else if (splitrule == AUC || splitrule == AUC_IGNORE_TIES) { - result = findBestSplitAUC(nodeID, possible_split_varIDs); - } - return result; -} - -void TreeSurvival::createEmptyNodeInternal() { - chf.push_back(std::vector()); -} - -double TreeSurvival::computePredictionAccuracyInternal() { - - // Compute summed chf for samples - std::vector sum_chf; - for (size_t i = 0; i < predictions.size(); ++i) { - sum_chf.push_back(std::accumulate(predictions[i].begin(), predictions[i].end(), 0)); - } - - // Return concordance index - return computeConcordanceIndex(data, sum_chf, dependent_varID, status_varID, oob_sampleIDs); -} - -bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& possible_split_varIDs) { - - double best_logrank = -1; + double best_decrease = -1; size_t best_varID = 0; double best_value = 0; @@ -128,45 +100,13 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss // Stop early if no split posssible if (sampleIDs[nodeID].size() >= 2 * min_node_size) { - - // For all possible split variables - for (auto& varID : possible_split_varIDs) { - - // Create possible split values - std::vector possible_split_values; - data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); - - // Try next variable if all equal for this - if (possible_split_values.size() < 2) { - continue; - } - - // If the column consists only of gwa data - if ((possible_split_values.size() == 2 && possible_split_values[0] == 0 && possible_split_values[1] == 1) - || (possible_split_values.size() == 3 && possible_split_values[0] == 0 && possible_split_values[1] == 1 - && possible_split_values[2] == 2)) { - findBestSplitValueLogRankGWA(nodeID, varID, best_value, best_varID, best_logrank); - } else { - - // For all possible split values - for (auto& split_value : possible_split_values) { - - // Compute logrank and use split if better than before - double logrank = computeLogRankTest(nodeID, varID, split_value, num_unique_death_times); - if (logrank > best_logrank) { - best_value = split_value; - best_varID = varID; - best_logrank = logrank; - } - } - } - } + findBestSplit(nodeID, possible_split_varIDs, num_unique_death_times, best_value, best_varID, best_decrease); } bool result = false; // Stop and save CHF if no good split found (this is terminal node). - if (best_logrank < 0) { + if (best_decrease < 0) { std::vector chf_temp; double chf_value = 0; for (size_t i = 0; i < num_timepoints; ++i) { @@ -186,20 +126,24 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss return result; } -// TODO: Profile -// TODO: Redundancies with logrank splitting -> fix when merging in master -bool TreeSurvival::findBestSplitAUC(size_t nodeID, std::vector& possible_split_varIDs) { +void TreeSurvival::createEmptyNodeInternal() { + chf.push_back(std::vector()); +} - double best_auc = -1; - size_t best_varID = 0; - double best_value = 0; +double TreeSurvival::computePredictionAccuracyInternal() { - // Number of deaths and samples at risk for each timepoint - size_t* num_deaths = new size_t[num_timepoints]; - size_t* num_samples_at_risk = new size_t[num_timepoints]; + // Compute summed chf for samples + std::vector sum_chf; + for (size_t i = 0; i < predictions.size(); ++i) { + sum_chf.push_back(std::accumulate(predictions[i].begin(), predictions[i].end(), 0)); + } - size_t num_unique_death_times = 0; - computeDeathCounts(num_unique_death_times, nodeID); + // Return concordance index + return computeConcordanceIndex(data, sum_chf, dependent_varID, status_varID, oob_sampleIDs); +} + +void TreeSurvival::findBestSplit(size_t nodeID, std::vector& possible_split_varIDs, + size_t num_unique_death_times, double& best_value, size_t& best_varID, double& best_decrease) { // For all possible split variables for (auto& varID : possible_split_varIDs) { @@ -213,43 +157,156 @@ bool TreeSurvival::findBestSplitAUC(size_t nodeID, std::vector& possible continue; } + if (splitrule == LOGRANK) { + findBestSplitValueLogRank(nodeID, varID, possible_split_values, num_unique_death_times, best_value, best_varID, + best_decrease); + } else if (splitrule == AUC || splitrule == AUC_IGNORE_TIES) { + findBestSplitValueAUC(nodeID, varID, possible_split_values, best_value, best_varID, best_decrease); + } + } +} + +void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::vector& possible_split_values, + size_t num_unique_death_times, double& best_value, size_t& best_varID, double& best_logrank) { + + // If the column consists only of gwa data + if ((possible_split_values.size() == 2 && possible_split_values[0] == 0 && possible_split_values[1] == 1) + || (possible_split_values.size() == 3 && possible_split_values[0] == 0 && possible_split_values[1] == 1 + && possible_split_values[2] == 2)) { + findBestSplitValueLogRankGWA(nodeID, varID, best_value, best_varID, best_logrank); + } else { + // For all possible split values for (auto& split_value : possible_split_values) { - double auc = computeAucSplit(nodeID, varID, split_value); - if (auc > best_auc) { + // Compute logrank and use split if better than before + double logrank = computeLogRankTest(nodeID, varID, split_value, num_unique_death_times); + if (logrank > best_logrank) { best_value = split_value; best_varID = varID; - best_auc = auc; + best_logrank = logrank; } } } - bool result = false; +} + +//void TreeSurvival::findBestSplitValueAUC(size_t nodeID, size_t varID, std::vector& possible_split_values, +// double& best_value, size_t& best_varID, double& best_auc) { +// +// // For all possible split values +// for (auto& split_value : possible_split_values) { +// double auc = computeAucSplit(nodeID, varID, split_value); +// +// if (auc > best_auc) { +// best_value = split_value; +// best_varID = varID; +// best_auc = auc; +// } +// } +//} + +// TODO: Stop if both samples smaller than splitpoint, where to get counts? +// TODO: Check ties. Second method? +void TreeSurvival::findBestSplitValueAUC(size_t nodeID, size_t varID, std::vector& possible_split_values, + double& best_value, size_t& best_varID, double& best_auc) { + + size_t num_node_samples = sampleIDs[nodeID].size(); + size_t num_splits = possible_split_values.size(); + + // Initialize + size_t* num_total = new size_t[num_splits]; + size_t* num_left_right = new size_t[num_splits]; + size_t* num_left_left = new size_t[num_splits]; + size_t* num_right_right = new size_t[num_splits]; + size_t* num_samples_left_child = new size_t[num_splits]; + for (size_t i = 0; i < num_splits; ++i) { + num_total[i] = 0; + num_left_right[i] = 0; + num_left_left[i] = 0; + num_right_right[i] = 0; + num_samples_left_child[i] = 0; + } + + // For all pairs + for (size_t k = 0; k < num_node_samples; ++k) { + size_t sample_k = sampleIDs[nodeID][k]; + double time_k = data->get(sample_k, dependent_varID); + double status_k = data->get(sample_k, status_varID); + double value_k = data->get(sample_k, varID); + + // TODO: Do this somewhere else + // Count samples in left node + for (size_t i = 0; i < num_splits; ++i) { + double split_value = possible_split_values[i]; + if (value_k <= split_value) { + ++num_samples_left_child[i]; + } + } + + for (size_t l = k + 1; l < num_node_samples; ++l) { + size_t sample_l = sampleIDs[nodeID][l]; + double time_l = data->get(sample_l, dependent_varID); + double status_l = data->get(sample_l, status_varID); + double value_l = data->get(sample_l, varID); + + double value_smaller; + double value_larger; + double status_smaller; + + if (time_k < time_l) { + value_smaller = value_k; + value_larger = value_l; + status_smaller = status_k; + } else if (time_l < time_k) { + value_smaller = value_l; + value_larger = value_k; + status_smaller = status_l; + } else { + continue; + } + + // Do not count if smaller time censored + if (status_smaller == 0) { + continue; + } + + // For all splitpoints + for (size_t i = 0; i < num_splits; ++i) { + double split_value = possible_split_values[i]; + + // Count total + ++num_total[i]; + + // Count + if (value_smaller <= split_value && value_larger > split_value) { + ++num_left_right[i]; + } else if (value_smaller <= split_value && value_larger <= split_value) { + ++num_left_left[i]; + } else if (value_smaller > split_value && value_larger > split_value) { + ++num_right_right[i]; + } - // Stop and save CHF if no good split found (this is terminal node). - if (best_auc < 0) { - std::vector chf_temp; - double chf_value = 0; - for (size_t i = 0; i < num_timepoints; ++i) { - if (num_samples_at_risk[i] != 0) { - chf_value += (double) num_deaths[i] / (double) num_samples_at_risk[i]; } - chf_temp.push_back(chf_value); } - chf[nodeID] = chf_temp; - result = true; - } else { - // If not terminal node save best values - split_varIDs[nodeID] = best_varID; - split_values[nodeID] = best_value; } - // Clean up - delete[] num_deaths; - delete[] num_samples_at_risk; + for (size_t i = 0; i < num_splits; ++i) { + double split_value = possible_split_values[i]; + + double auc = fabs((num_left_right[i] + 0.5 * num_left_left[i] + 0.5 * num_right_right[i]) / num_total[i] - 0.5); + + // Do not consider this split point if fewer than min_node_size samples in one node + size_t num_samples_right_child = num_node_samples - num_samples_left_child[i]; + if (num_samples_left_child[i] < min_node_size || num_samples_right_child < min_node_size) { + continue; + } else if (auc > best_auc) { + best_value = split_value; + best_varID = varID; + best_auc = auc; + } + } - return result; } void TreeSurvival::computeDeathCounts(size_t& num_unique_death_times, size_t nodeID) { @@ -359,6 +416,7 @@ void TreeSurvival::computeChildDeathCounts(size_t nodeID, size_t varID, double s } } +// TODO: Not needed for new method double TreeSurvival::computeAucSplit(size_t nodeID, size_t varID, double split_value) { size_t num_node_samples = sampleIDs[nodeID].size(); diff --git a/source/src/Tree/TreeSurvival.h b/source/src/Tree/TreeSurvival.h index 57168b581..ecc9b5d37 100644 --- a/source/src/Tree/TreeSurvival.h +++ b/source/src/Tree/TreeSurvival.h @@ -58,10 +58,12 @@ class TreeSurvival: public Tree { double computePredictionAccuracyInternal(); - // Called by splitNodeInternal(). Sets split_varIDs and split_values. - // TODO: To vector for AUC? - bool findBestSplitAUC(size_t nodeID, std::vector& possible_split_varIDs); - bool findBestSplitLogRank(size_t nodeID, std::vector& possible_split_varIDs); + void findBestSplit(size_t nodeID, std::vector& possible_split_varIDs, size_t num_unique_death_times, + double& best_value, size_t& best_varID, double& best_decrease); + void findBestSplitValueLogRank(size_t nodeID, size_t varID, std::vector& possible_split_values, + size_t num_unique_death_times, double& best_value, size_t& best_varID, double& best_logrank); + void findBestSplitValueAUC(size_t nodeID, size_t varID, std::vector& possible_split_values, + double& best_value, size_t& best_varID, double& best_auc); void computeDeathCounts(size_t& num_unique_death_times, size_t nodeID); double computeLogRankTest(size_t nodeID, size_t varID, double split_value, size_t num_unique_death_times); diff --git a/test/test_survival.R b/test/test_survival.R index b6a1fd03a..977e96dde 100644 --- a/test/test_survival.R +++ b/test/test_survival.R @@ -2,18 +2,19 @@ library(survival) library(ranger) -n <- 100 +n <- 20 +num.trees <- 500 std <- replicate(n, { - ranger(Surv(time, status) ~ ., veteran, num.trees = 2000)$prediction.error + ranger(Surv(time, status) ~ ., veteran, num.trees = num.trees)$prediction.error }) auc <- replicate(n, { - ranger(Surv(time, status) ~ ., veteran, splitrule = "auc", num.trees = 2000)$prediction.error + ranger(Surv(time, status) ~ ., veteran, splitrule = "auc", num.trees = num.trees)$prediction.error }) auc.ignore.ties <- replicate(n, { - ranger(Surv(time, status) ~ ., veteran, splitrule = "auc_ignore_ties", num.trees = 2000)$prediction.error + ranger(Surv(time, status) ~ ., veteran, splitrule = "auc_ignore_ties", num.trees = num.trees)$prediction.error }) result <- data.frame(std, auc, auc.ignore.ties) From eb4b19bc6b39b34e01759e3753019cdb3d60d765 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 16 Oct 2014 10:06:44 +0200 Subject: [PATCH 062/344] speedup auc splitting --- source/src/Tree/TreeSurvival.cpp | 226 +++++++++++-------------------- source/src/Tree/TreeSurvival.h | 3 +- 2 files changed, 79 insertions(+), 150 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 3a817edb4..8ccbe6276 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -191,40 +191,20 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::v } -//void TreeSurvival::findBestSplitValueAUC(size_t nodeID, size_t varID, std::vector& possible_split_values, -// double& best_value, size_t& best_varID, double& best_auc) { -// -// // For all possible split values -// for (auto& split_value : possible_split_values) { -// double auc = computeAucSplit(nodeID, varID, split_value); -// -// if (auc > best_auc) { -// best_value = split_value; -// best_varID = varID; -// best_auc = auc; -// } -// } -//} - -// TODO: Stop if both samples smaller than splitpoint, where to get counts? -// TODO: Check ties. Second method? void TreeSurvival::findBestSplitValueAUC(size_t nodeID, size_t varID, std::vector& possible_split_values, double& best_value, size_t& best_varID, double& best_auc) { size_t num_node_samples = sampleIDs[nodeID].size(); size_t num_splits = possible_split_values.size(); + size_t num_possible_pairs = num_node_samples * (num_node_samples - 1) / 2; // Initialize - size_t* num_total = new size_t[num_splits]; - size_t* num_left_right = new size_t[num_splits]; - size_t* num_left_left = new size_t[num_splits]; - size_t* num_right_right = new size_t[num_splits]; + double* num_count = new double[num_splits]; + double* num_total = new double[num_splits]; size_t* num_samples_left_child = new size_t[num_splits]; for (size_t i = 0; i < num_splits; ++i) { - num_total[i] = 0; - num_left_right[i] = 0; - num_left_left[i] = 0; - num_right_right[i] = 0; + num_count[i] = num_possible_pairs; + num_total[i] = num_possible_pairs; num_samples_left_child[i] = 0; } @@ -235,7 +215,6 @@ void TreeSurvival::findBestSplitValueAUC(size_t nodeID, size_t varID, std::vecto double status_k = data->get(sample_k, status_varID); double value_k = data->get(sample_k, varID); - // TODO: Do this somewhere else // Count samples in left node for (size_t i = 0; i < num_splits; ++i) { double split_value = possible_split_values[i]; @@ -250,68 +229,31 @@ void TreeSurvival::findBestSplitValueAUC(size_t nodeID, size_t varID, std::vecto double status_l = data->get(sample_l, status_varID); double value_l = data->get(sample_l, varID); - double value_smaller; - double value_larger; - double status_smaller; - - if (time_k < time_l) { - value_smaller = value_k; - value_larger = value_l; - status_smaller = status_k; - } else if (time_l < time_k) { - value_smaller = value_l; - value_larger = value_k; - status_smaller = status_l; - } else { - continue; - } - - // Do not count if smaller time censored - if (status_smaller == 0) { - continue; - } - - // For all splitpoints - for (size_t i = 0; i < num_splits; ++i) { - double split_value = possible_split_values[i]; - - // Count total - ++num_total[i]; - - // Count - if (value_smaller <= split_value && value_larger > split_value) { - ++num_left_right[i]; - } else if (value_smaller <= split_value && value_larger <= split_value) { - ++num_left_left[i]; - } else if (value_smaller > split_value && value_larger > split_value) { - ++num_right_right[i]; - } - - } + // Compute split + computeAucSplit(time_k, time_l, status_k, status_l, value_k, value_l, num_splits, possible_split_values, + num_count, num_total); } } for (size_t i = 0; i < num_splits; ++i) { - double split_value = possible_split_values[i]; - - double auc = fabs((num_left_right[i] + 0.5 * num_left_left[i] + 0.5 * num_right_right[i]) / num_total[i] - 0.5); - // Do not consider this split point if fewer than min_node_size samples in one node size_t num_samples_right_child = num_node_samples - num_samples_left_child[i]; if (num_samples_left_child[i] < min_node_size || num_samples_right_child < min_node_size) { continue; - } else if (auc > best_auc) { - best_value = split_value; - best_varID = varID; - best_auc = auc; + } else { + double auc = fabs((num_count[i] / 2) / num_total[i] - 0.5); + if (auc > best_auc) { + best_value = possible_split_values[i]; + best_varID = varID; + best_auc = auc; + } } } - } void TreeSurvival::computeDeathCounts(size_t& num_unique_death_times, size_t nodeID) { - // Initialize +// Initialize for (size_t i = 0; i < num_timepoints; ++i) { num_deaths[i] = 0; num_samples_at_risk[i] = 0; @@ -335,7 +277,7 @@ void TreeSurvival::computeDeathCounts(size_t& num_unique_death_times, size_t nod } } - // Count unique death times +// Count unique death times for (size_t j = 0; j < num_timepoints; ++j) { if (num_deaths[j] > 0) { ++num_unique_death_times; @@ -350,7 +292,7 @@ double TreeSurvival::computeLogRankTest(size_t nodeID, size_t varID, double spli double nominator = 0; double denominator_squared = 0; - // Initialize +// Initialize for (size_t i = 0; i < num_timepoints; ++i) { num_deaths_left_child[i] = 0; num_samples_at_risk_left_child[i] = 0; @@ -359,7 +301,7 @@ double TreeSurvival::computeLogRankTest(size_t nodeID, size_t varID, double spli size_t num_samples_left_child = 0; computeChildDeathCounts(nodeID, varID, split_value, &num_samples_left_child); - // Do not consider this split point if fewer than min_node_size samples in one node +// Do not consider this split point if fewer than min_node_size samples in one node size_t num_samples_right_child = sampleIDs[nodeID].size() - num_samples_left_child; if (num_samples_left_child < min_node_size || num_samples_right_child < min_node_size) { return -1; @@ -391,7 +333,7 @@ double TreeSurvival::computeLogRankTest(size_t nodeID, size_t varID, double spli void TreeSurvival::computeChildDeathCounts(size_t nodeID, size_t varID, double split_value, size_t* num_samples_left_child) { - // Count deaths and samples at risk in left child for this split +// Count deaths and samples at risk in left child for this split for (auto& sampleID : sampleIDs[nodeID]) { if (data->get(sampleID, varID) <= split_value) { @@ -416,86 +358,72 @@ void TreeSurvival::computeChildDeathCounts(size_t nodeID, size_t varID, double s } } -// TODO: Not needed for new method -double TreeSurvival::computeAucSplit(size_t nodeID, size_t varID, double split_value) { - - size_t num_node_samples = sampleIDs[nodeID].size(); - - // Initialize - size_t num_total = 0; - size_t num_left_right = 0; - size_t num_left_left = 0; - size_t num_right_right = 0; - size_t num_samples_left_child = 0; - - for (size_t k = 0; k < num_node_samples; ++k) { - size_t sample_k = sampleIDs[nodeID][k]; - double time_k = data->get(sample_k, dependent_varID); - double status_k = data->get(sample_k, status_varID); - double value_k = data->get(sample_k, varID); - - // Count samples in left node - if (value_k <= split_value) { - ++num_samples_left_child; - } - - for (size_t l = k + 1; l < num_node_samples; ++l) { - size_t sample_l = sampleIDs[nodeID][l]; - double time_l = data->get(sample_l, dependent_varID); - double status_l = data->get(sample_l, status_varID); - double value_l = data->get(sample_l, varID); - - // Assign smaller and larger values, do not count if times equal - double value_smaller; - double value_larger; - double status_smaller; - - if (time_k < time_l) { - value_smaller = value_k; - value_larger = value_l; - status_smaller = status_k; - } else if (time_l < time_k) { - value_smaller = value_l; - value_larger = value_k; - status_smaller = status_l; +void TreeSurvival::computeAucSplit(double time_k, double time_l, double status_k, double status_l, double value_k, + double value_l, size_t num_splits, std::vector& possible_split_values, double* num_count, + double* num_total) { + + // TODO: In 1 variable? + bool ignore_pair = false; + bool do_nothing = false; + + double value_smaller = 0; + double value_larger = 0; + double status_smaller = 0; + + if (time_k < time_l) { + value_smaller = value_k; + value_larger = value_l; + status_smaller = status_k; + } else if (time_l < time_k) { + value_smaller = value_l; + value_larger = value_k; + status_smaller = status_l; + } else { + // TODO: Shorter? + // Tie in survival time + if (status_k == 0 || status_l == 0) { + ignore_pair = true; + } else { + if (splitrule == AUC_IGNORE_TIES) { + ignore_pair = true; } else { - if (splitrule != AUC_IGNORE_TIES) { - if (time_k == time_l && status_k == 1 && status_l == 1 && value_k != value_l) { - // Tie in survival time, event for both and no tie for covariate -> count with 0.5 - ++num_total; - ++num_left_left; - } + if (value_k == value_l) { + // Tie in survival time and in covariate + ignore_pair = true; + } else { + // Tie in survival time in covariate + do_nothing = true; } - continue; } + } + } - // Do not count if smaller time censored - if (status_smaller == 0) { - continue; - } + // Do not count if smaller time censored + if (status_smaller == 0) { + ignore_pair = true; + } - // Count total - ++num_total; + if (ignore_pair) { + for (size_t i = 0; i < num_splits; ++i) { + --num_count[i]; + --num_total[i]; + } + } else if (do_nothing) { + // Do nothing + } else { + for (size_t i = 0; i < num_splits; ++i) { + double split_value = possible_split_values[i]; - // Count if (value_smaller <= split_value && value_larger > split_value) { - ++num_left_right; + ++num_count[i]; + } else if (value_smaller > split_value && value_larger <= split_value) { + --num_count[i]; } else if (value_smaller <= split_value && value_larger <= split_value) { - ++num_left_left; - } else if (value_smaller > split_value && value_larger > split_value) { - ++num_right_right; + break; } - } } - // Do not consider this split point if fewer than min_node_size samples in one node - size_t num_samples_right_child = num_node_samples - num_samples_left_child; - if (num_samples_left_child < min_node_size || num_samples_right_child < min_node_size) { - return -1; - } else { - return fabs((num_left_right + 0.5 * num_left_left + 0.5 * num_right_right) / num_total - 0.5); - } } void TreeSurvival::findBestSplitValueLogRankGWA(size_t nodeID, size_t varID, double& best_value, size_t& best_varID, @@ -511,7 +439,7 @@ void TreeSurvival::findBestSplitValueLogRankGWA(size_t nodeID, size_t varID, dou size_t* num_samples_at_risk_value = num_samples_at_risk_0; size_t* num_deaths_value = num_deaths_0; - // Initialize +// Initialize for (size_t i = 0; i < num_timepoints; ++i) { num_samples_at_risk_0[i] = 0; num_samples_at_risk_1[i] = 0; @@ -520,7 +448,7 @@ void TreeSurvival::findBestSplitValueLogRankGWA(size_t nodeID, size_t varID, dou num_deaths_1[i] = 0; } - // Count deaths and samples at risk in left child for this split +// Count deaths and samples at risk in left child for this split for (auto& sampleID : sampleIDs[nodeID]) { double value = data->get(sampleID, varID); double survival_time = data->get(sampleID, dependent_varID); @@ -550,7 +478,7 @@ void TreeSurvival::findBestSplitValueLogRankGWA(size_t nodeID, size_t varID, dou } } - // Do not consider this split point if fewer than min_node_size samples in one node +// Do not consider this split point if fewer than min_node_size samples in one node size_t all_samples = sampleIDs[nodeID].size(); bool split_okay_0 = true; if (all_samples_0 < min_node_size || (all_samples - all_samples_0) < min_node_size) { diff --git a/source/src/Tree/TreeSurvival.h b/source/src/Tree/TreeSurvival.h index ecc9b5d37..4687c3f24 100644 --- a/source/src/Tree/TreeSurvival.h +++ b/source/src/Tree/TreeSurvival.h @@ -73,7 +73,8 @@ class TreeSurvival: public Tree { void findBestSplitValueLogRankGWA(size_t nodeID, size_t varID, double& best_value, size_t& best_varID, double& best_logrank); - double computeAucSplit(size_t nodeID, size_t varID, double split_value); + void computeAucSplit(double time_k, double time_l, double status_k, double status_l, double value_k, double value_l, + size_t num_splits, std::vector& 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zeOJhGGi3RO?DQ>`kZJah*>%xG83cG(ve%0vNr|a@(f;Xg8x3&;^mkk8pOppGNW8&} zAkkm|V>QIDX}>8}8{#nTHpNudmc3or9j*w|m$cond3RXX*Wtjn)n9ZL6Ny=uCPG!m*_PIL=Y7?VbpV+Au@cJ@~` zmMw3HM9S{sRnZii;`L-~NR65{fQ{OZR*6`q4=%GTr_eY#mDOUb$h8IW>{jGQ1qS4K zDU3lFGLbzJu5md1GKQ{X!cE_&+m_>hZ)8rM1kA@}=W|(%Ct(Y518LrtC$L1WwbUQb zzI-Ynk+x1mLI%-!kbWrXX#wQpl^H=!g|52WqagY{>fu*#F|kCv(0-m4_%y+XbPCK* z;_75DfIGT78BBnh!8dUh{VN*v#K~kxQS~0i**F;hp<@e1t>0k0s+hO{e4bPaEY5XF z`&@CThJZgYu`Cfug`ZfN84%KEY>SlQU43;ch}4m2cC zpXrx){rYFY+D+6W~W0W+LupiF*t1=cv8)u$Mkj-Czl6IQP z4pkfZ5?ZM~@Cku5EVMwgSyD501dUY0({XTFa5-9Ij_@y5+y!Ys*aabe_csnab;m8o#JJcIT#eZ)%S9 z%(_~h7&r7#TWaF$GgX=IuCdG%n2tl5`pL2VxAKJ>oH80Uig7^AvXd~|qHUJekqvDc zDY1!`4DE<6QUj#b5^768^|mD~1U+Gkbt=+NxXRFn2wQ}~K?JEA?o&3`VVh7v%zw91#e%(F5 vlmx~|%qy{^ey&R0G0#*i_LK- literal 0 HcmV?d00001 From 1987bb010b950aab59015e606bd9cae237646a45 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 20 Oct 2014 15:19:31 +0200 Subject: [PATCH 064/344] working on win with preproc flag --- R_package/Makevars.win | 1 + R_package/create_package.R | 3 + source/src/Forest/Forest.cpp | 77 +++++++++++++++++++++++-- source/src/Forest/Forest.h | 51 +++++++++------- source/src/Forest/ForestProbability.cpp | 2 + source/src/utility/utility.cpp | 18 ++++-- source/src/utility/utility.h | 7 +++ source/src/version.h | 2 +- 8 files changed, 130 insertions(+), 31 deletions(-) diff --git a/R_package/Makevars.win b/R_package/Makevars.win index 64cf9cd65..4d9ffd9cd 100644 --- a/R_package/Makevars.win +++ b/R_package/Makevars.win @@ -1,3 +1,4 @@ ## Use c++11 CXX_STD = CXX11 +PKG_CPPFLAGS = -DWIN_R_BUILD diff --git a/R_package/create_package.R b/R_package/create_package.R index 9eb31864c..dcbe6acea 100644 --- a/R_package/create_package.R +++ b/R_package/create_package.R @@ -80,3 +80,6 @@ library(package.name, character.only = TRUE) ## Test library(testthat) test_dir("test/", reporter = "summary") + +## Remove +##system("cp ranger_0.1.2.44.tar.gz ~/myWork/vbox_share/") diff --git a/source/src/Forest/Forest.cpp b/source/src/Forest/Forest.cpp index 78868802e..8d5fb17bf 100644 --- a/source/src/Forest/Forest.cpp +++ b/source/src/Forest/Forest.cpp @@ -30,10 +30,12 @@ #include #include #include -#include #include -#include #include +#ifndef WIN_R_BUILD +#include +#include +#endif #include "utility.h" #include "Forest.h" @@ -126,9 +128,9 @@ void Forest::initR(std::string dependent_variable_name, MemoryMode memory_mode, min_node_size, status_variable_name, prediction_mode, sample_with_replacement); // Set variables to be always considered for splitting - if (!always_split_variable_names.empty()) { - setAlwaysSplitVariables(always_split_variable_names); - } + if (!always_split_variable_names.empty()) { + setAlwaysSplitVariables(always_split_variable_names); + } // Set split select weights if (!split_select_weights.empty()) { @@ -153,7 +155,11 @@ void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, D // Set number of threads if (num_threads == DEFAULT_NUM_THREADS) { +#ifdef WIN_R_BUILD + this->num_threads = 1; +#else this->num_threads = std::thread::hardware_concurrency(); +#endif } else { this->num_threads = num_threads; } @@ -338,6 +344,16 @@ void Forest::grow() { } // Grow trees in multiple threads +#ifdef WIN_R_BUILD + progress = 0; + clock_t start_time = clock(); + clock_t lap_time = clock(); + for (size_t i = 0; i < num_trees; ++i) { + trees[i]->grow(); + progress++; + showProgress("Growing trees..", start_time, lap_time); + } +#else progress = 0; std::vector threads; threads.reserve(num_threads); @@ -348,11 +364,22 @@ void Forest::grow() { for (auto &thread : threads) { thread.join(); } +#endif } void Forest::predict() { // Predict trees in multiple threads and join the threads with the main thread +#ifdef WIN_R_BUILD + progress = 0; + clock_t start_time = clock(); + clock_t lap_time = clock(); + for (size_t i = 0; i < num_trees; ++i) { + trees[i]->predict(data, false); + progress++; + showProgress("Predicting..", start_time, lap_time); + } +#else progress = 0; std::vector threads; threads.reserve(num_threads); @@ -363,6 +390,7 @@ void Forest::predict() { for (auto &thread : threads) { thread.join(); } +#endif // Call special functions for subclasses predictInternal(); @@ -371,6 +399,16 @@ void Forest::predict() { void Forest::computePredictionError() { // Predict trees in multiple threads +#ifdef WIN_R_BUILD + progress = 0; + clock_t start_time = clock(); + clock_t lap_time = clock(); + for (size_t i = 0; i < num_trees; ++i) { + trees[i]->predict(data, true); + progress++; + showProgress("Predicting..", start_time, lap_time); + } +#else std::vector threads; threads.reserve(num_threads); for (uint i = 0; i < num_threads; ++i) { @@ -379,6 +417,7 @@ void Forest::computePredictionError() { for (auto &thread : threads) { thread.join(); } +#endif // Call special function for subclasses computePredictionErrorInternal(); @@ -404,6 +443,16 @@ void Forest::computeGiniImportance() { void Forest::computePermutationImportance() { // Compute tree permutation importance in multiple threads +#ifdef WIN_R_BUILD + progress = 0; + clock_t start_time = clock(); + clock_t lap_time = clock(); + for (size_t i = 0; i < num_trees; ++i) { + trees[i]->computePermutationImportance(); + progress++; + showProgress("Computing permutation importance..", start_time, lap_time); + } +#else progress = 0; std::vector threads; threads.reserve(num_threads); @@ -414,6 +463,7 @@ void Forest::computePermutationImportance() { for (auto &thread : threads) { thread.join(); } +#endif // Initialize with 0. std::vector variance; @@ -447,6 +497,7 @@ void Forest::computePermutationImportance() { } } +#ifndef WIN_R_BUILD void Forest::growTreesInThread(uint thread_idx) { if (thread_ranges.size() > thread_idx + 1) { for (size_t i = thread_ranges[thread_idx]; i < thread_ranges[thread_idx + 1]; ++i) { @@ -485,6 +536,7 @@ void Forest::computeTreePermutationImportanceInThread(uint thread_idx) { } } } +#endif void Forest::loadFromFile(std::string filename) { *verbose_out << "Loading forest from file " << filename << "." << std::endl; @@ -555,6 +607,20 @@ void Forest::setAlwaysSplitVariables(std::vector& always_split_vari } } +#ifdef WIN_R_BUILD +void Forest::showProgress(std::string operation, clock_t start_time, clock_t& lap_time) { + + double elapsed_time = (clock() - lap_time) / CLOCKS_PER_SEC; + if (elapsed_time > STATUS_INTERVAL) { + double relative_progress = (double) progress / (double) num_trees; + double time_from_start = (clock() - start_time) / CLOCKS_PER_SEC; + uint remaining_time = (1 / relative_progress - 1) * time_from_start; + *verbose_out << operation << " Progress: " << round(100 * relative_progress) << "%. Estimated remaining time: " + << beautifyTime(remaining_time) << "." << std::endl; + lap_time = clock(); + } +} +#else void Forest::showProgress(std::string operation) { using std::chrono::steady_clock; using std::chrono::duration_cast; @@ -579,3 +645,4 @@ void Forest::showProgress(std::string operation) { } } } +#endif diff --git a/source/src/Forest/Forest.h b/source/src/Forest/Forest.h index cd44a4a67..e5440b4f7 100644 --- a/source/src/Forest/Forest.h +++ b/source/src/Forest/Forest.h @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #ifndef FOREST_H_ #define FOREST_H_ @@ -32,8 +32,11 @@ wright@imbs.uni-luebeck.de #include #include #include +#include +#ifndef WIN_R_BUILD #include #include +#endif #include "globals.h" #include "Tree.h" @@ -150,7 +153,11 @@ class Forest { void setAlwaysSplitVariables(std::vector& always_split_variable_names); // Show progress every few seconds +#ifdef WIN_R_BUILD + void showProgress(std::string operation, clock_t start_time, clock_t& lap_time); +#else void showProgress(std::string operation); +#endif // Verbose output stream, cout if verbose==true, logfile if not std::ostream* verbose_out; @@ -173,8 +180,10 @@ class Forest { // Multithreading uint num_threads; std::vector thread_ranges; +#ifndef WIN_R_BUILD std::mutex mutex; std::condition_variable condition_variable; +#endif std::vector trees; Data* data; diff --git a/source/src/Forest/ForestProbability.cpp b/source/src/Forest/ForestProbability.cpp index 2cc140602..de6f27d0b 100644 --- a/source/src/Forest/ForestProbability.cpp +++ b/source/src/Forest/ForestProbability.cpp @@ -26,6 +26,8 @@ wright@imbs.uni-luebeck.de #-------------------------------------------------------------------------------*/ +#include + #include "utility.h" #include "ForestProbability.h" #include "TreeProbability.h" diff --git a/source/src/utility/utility.cpp b/source/src/utility/utility.cpp index be887253b..9446fa1c5 100644 --- a/source/src/utility/utility.cpp +++ b/source/src/utility/utility.cpp @@ -254,19 +254,29 @@ double computeConcordanceIndex(Data* data, std::vector& sum_chf, size_t } +std::string uintToString(uint number) { +#if WIN_R_BUILD == 1 + std::stringstream temp; + temp << number; + return temp.str(); +#else + return std::to_string(number); +#endif +} + std::string beautifyTime(uint seconds) { std::string result; // Add seconds, minutes, hours, days if larger than zero uint out_seconds = (uint) seconds % 60; - result = std::to_string(out_seconds) + " seconds"; + result = uintToString(out_seconds) + " seconds"; uint out_minutes = (seconds / 60) % 60; if (seconds / 60 == 0) { return result; } else if (out_minutes == 1) { result = "1 minute, " + result; } else { - result = std::to_string(out_minutes) + " minutes, " + result; + result = uintToString(out_minutes) + " minutes, " + result; } uint out_hours = (seconds / 3600) % 24; if (seconds / 3600 == 0) { @@ -274,7 +284,7 @@ std::string beautifyTime(uint seconds) { } else if (out_hours == 1) { result = "1 hour, " + result; } else { - result = std::to_string(out_hours) + " hours, " + result; + result = uintToString(out_hours) + " hours, " + result; } uint out_days = (seconds / 86400); if (out_days == 0) { @@ -282,7 +292,7 @@ std::string beautifyTime(uint seconds) { } else if (out_days == 1) { result = "1 day, " + result; } else { - result = std::to_string(out_days) + " days, " + result; + result = uintToString(out_days) + " days, " + result; } return result; } diff --git a/source/src/utility/utility.h b/source/src/utility/utility.h index bdb9c0d7f..cae54cb70 100644 --- a/source/src/utility/utility.h +++ b/source/src/utility/utility.h @@ -249,6 +249,13 @@ double mostFrequentValue(std::unordered_map& class_count, std::m double computeConcordanceIndex(Data* data, std::vector& sum_chf, size_t dependent_varID, size_t status_varID, std::vector& sample_IDs); +/** + * Convert a unsigned integer to string + * @param number Number to convert + * @return Converted number as string + */ +std::string uintToString(uint number); + /** * Beautify output of time. * @param seconds Time in seconds diff --git a/source/src/version.h b/source/src/version.h index b16b14937..9d0011a6e 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.1.2" +#define RANGER_VERSION "0.1.2.44" #endif From 05d6b0c90729169db0f00f851ba04814cbb8e6b7 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 20 Oct 2014 15:33:46 +0200 Subject: [PATCH 065/344] add note on win to help and readme --- README | 2 +- R_package/ranger.R | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/README b/README index dcf3ecbbf..7aebee380 100644 --- a/README +++ b/README @@ -25,7 +25,7 @@ Written by: install.packages("ranger_X.Y.Z.tar.gz") - in R from the directory where the downloaded archive is or give the full path. If any dependencies are missing (i.e. Rcpp), please install them from CRAN. R version >= 3.1 is required. Note that, for now, the R package cannot be compiled from source in Microsoft Windows (because the compiler in RTools is too old). + in R from the directory where the downloaded archive is or give the full path. If any dependencies are missing (i.e. Rcpp), please install them from CRAN. R version >= 3.1 is required. Note that, for now, in Microsoft Windows no multithreading is supported (because the compiler in RTools is too old). To install the C++ version of Ranger in Linux or Mac OS X you will need a compiler supporting C++11 (i.e. gcc >= 4.7 or Clang >= 3.0) and Cmake. To build start a terminal from the Ranger main directory and run the following commands diff --git a/R_package/ranger.R b/R_package/ranger.R index 4a842a77a..0195011fb 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -50,6 +50,8 @@ ##' Alternatively dependent.variable.name (and status.variable.name for survival) can be used. ##' By setting \code{memory} to 'float' or 'char' the memory usage can be reduced with a possible loss of precision. ##' Use char only if all endpoints and covariates are integer values between -128 and 127 or factors with few levels. +##' +##' Multithreading is currently not supported for Microsoft Windows platforms. ##' ##' @title Ranger ##' @param formula Object of class \code{formula} or \code{character} describing the model to fit. From 0e1e3511726ff164714f4bad486a4d056760b9c9 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 20 Oct 2014 15:36:18 +0200 Subject: [PATCH 066/344] remove win support from TODO list --- TODO | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/TODO b/TODO index 088a4bbef..9cc0b7e9c 100644 --- a/TODO +++ b/TODO @@ -3,8 +3,6 @@ ## TOOD software ## ----------------------------------------------------------------------- ## -To Silke: tree subset prediction error not implemented, but measure of -convergence is on list now ## ----------------------------------------------------------------------- ## ## Wishlist @@ -30,7 +28,7 @@ convergence is on list now - Upload C++ version, source + binaries. Gitlab public? - Create vignette - Check if new Rtools version with C++11 version is available, until then no - windows support. If availabel check README file. + windows multithreading support. If available check README file. - Submit to CRAN -> Add to readme @@ -55,7 +53,6 @@ convergence is on list now ## Archive ## ----------------------------------------------------------------------- ## -- Early stopping for AUC splitting - Validate survival -> C index is okay -> Check validation_survival script.. From aa089a0cd13d7a0a1a845cd04e8a12eb7b2badcb Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 20 Oct 2014 15:40:37 +0200 Subject: [PATCH 067/344] version bump --- CHANGELOG | 4 ++++ README | 2 +- source/src/version.h | 2 +- 3 files changed, 6 insertions(+), 2 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index 52b34b2bf..d10de3dd8 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,4 +1,8 @@ +## ----------------------------------------------------------------------- ## +## Version 0.1.3 +## ----------------------------------------------------------------------- ## +- Windows support for R version (without multithreading) ## ----------------------------------------------------------------------- ## ## Version 0.1.2 diff --git a/README b/README index 7aebee380..3f2c49b88 100644 --- a/README +++ b/README @@ -1,6 +1,6 @@ -Ranger 0.1.2 +Ranger 0.1.3 Written by: diff --git a/source/src/version.h b/source/src/version.h index 9d0011a6e..c20592810 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.1.2.44" +#define RANGER_VERSION "0.1.3" #endif From 14e3cc440f829466b575c3dd1233e7fcfc92f58c Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 20 Oct 2014 16:04:40 +0200 Subject: [PATCH 068/344] copy pkg for win compiling --- R_package/create_package.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R_package/create_package.R b/R_package/create_package.R index dcbe6acea..88621f4aa 100644 --- a/R_package/create_package.R +++ b/R_package/create_package.R @@ -82,4 +82,4 @@ library(testthat) test_dir("test/", reporter = "summary") ## Remove -##system("cp ranger_0.1.2.44.tar.gz ~/myWork/vbox_share/") +system(paste("cp", paste(package.name, "_", package.version, ".tar.gz", sep = ""), "~/myWork/vbox_share/")) From fddf2bead7a56dd70a32fa9f539b3a97a4e15904 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 20 Oct 2014 16:06:31 +0200 Subject: [PATCH 069/344] add versions to 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00:00:00 2001 From: Marvin Wright Date: Mon, 20 Oct 2014 16:54:39 +0200 Subject: [PATCH 070/344] add auc split to release, including win version --- R_package/create_package.R | 6 +++--- release/auc_splitting/README | 2 ++ release/auc_splitting/ranger_0.1.3.77.tar.gz | Bin 0 -> 40408 bytes release/auc_splitting/ranger_0.1.3.77.zip | Bin 0 -> 685731 bytes 4 files changed, 5 insertions(+), 3 deletions(-) create mode 100644 release/auc_splitting/README create mode 100644 release/auc_splitting/ranger_0.1.3.77.tar.gz create mode 100644 release/auc_splitting/ranger_0.1.3.77.zip diff --git a/R_package/create_package.R b/R_package/create_package.R index 6d53fac63..88621f4aa 100644 --- a/R_package/create_package.R +++ b/R_package/create_package.R @@ -45,9 +45,9 @@ unlink(file.path(package.name, "man", paste(package.name, "-package.Rd", sep = " ## TODO: Instead use inst/include/ranger.h ? ## Add globals.h to RcppExports.cpp (for building on Windows) -# rcpp.exports.file <- file.path(".", package.name, "src", "RcppExports.cpp") -# input <- readLines(rcpp.exports.file) -# writeLines(c("#include \"globals.h\"", input), rcpp.exports.file) +rcpp.exports.file <- file.path(".", package.name, "src", "RcppExports.cpp") +input <- readLines(rcpp.exports.file) +writeLines(c("#include \"globals.h\"", input), rcpp.exports.file) ## Change DESCRIPTION file dcf.file <- file.path(".", package.name, "DESCRIPTION") diff --git a/release/auc_splitting/README b/release/auc_splitting/README new file mode 100644 index 000000000..1808443e5 --- /dev/null +++ b/release/auc_splitting/README @@ -0,0 +1,2 @@ + +0.1.7 is older than 0.1.2.77. \ No newline at end of file diff --git a/release/auc_splitting/ranger_0.1.3.77.tar.gz b/release/auc_splitting/ranger_0.1.3.77.tar.gz new file mode 100644 index 0000000000000000000000000000000000000000..8668d030a039b141dd0a196443b9ce9f7219de01 GIT binary patch literal 40408 zcmX`SQ+OpzxNaL89a|lBY}>YN+s=&Bv2EM7ZQFLo&fNc6`U&1LFHsZ> 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zpdu}!^Y7%{p7DPVJjCG_(#Fcf@mCJsBIzJCe7Eht_OHu#*;{=NX~iwT_s6{5!k_!M zaYbiAh8y|-isWCOpNnVZZ}5M@Z)Wq))ct)G{kvfA{3wUq|NqItpCfSP-AHdH;3~$&;VqzpvQ(O_Cz|XZOGKTlXpM3zU9S?2G+L@msF+Uyi>i zZGLmuNc_q1AKlG=Np3@VUnTIH Date: Thu, 23 Oct 2014 13:36:43 +0200 Subject: [PATCH 071/344] fix memory leak --- R_package/create_package.R | 2 +- release/auc_splitting/ranger_0.1.3.77.tar.gz | Bin 40408 -> 40439 bytes source/src/Tree/TreeSurvival.cpp | 5 +++++ 3 files changed, 6 insertions(+), 1 deletion(-) diff --git a/R_package/create_package.R b/R_package/create_package.R index 88621f4aa..d50a94b24 100644 --- a/R_package/create_package.R +++ b/R_package/create_package.R @@ -82,4 +82,4 @@ library(testthat) test_dir("test/", reporter = "summary") ## Remove -system(paste("cp", paste(package.name, "_", package.version, ".tar.gz", sep = ""), "~/myWork/vbox_share/")) +##system(paste("cp", paste(package.name, "_", package.version, ".tar.gz", sep = ""), "~/myWork/vbox_share/")) diff --git 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zZfN5(%lh(DlVzM}Jd31-uChPYhTVkss*ikF^KIuDzl2saVsc5YoTwEurm;leBp|T`jZKrgKI07idQS!@Rx_P(4h0*d5^yV(`P4@tu^^E zscf13r?y(VXZz1)v(?PRe_U&p@gMKypEeLX+By7r|ET@T{t>36Fh*kTXR*?3v>NM; gr%zY3dsS&cUH&WomH*0r-{!ynACq;G2>_r301dhM1^@s6 diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 8ccbe6276..254973cc0 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -249,6 +249,11 @@ void TreeSurvival::findBestSplitValueAUC(size_t nodeID, size_t varID, std::vecto } } } + + // Clean up + delete[] num_count; + delete[] num_total; + delete[] num_samples_left_child; } void TreeSurvival::computeDeathCounts(size_t& num_unique_death_times, size_t nodeID) { From c9e4a04b742e309714b2a4466863831c8b8a9402 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 23 Oct 2014 17:56:55 +0200 Subject: [PATCH 072/344] update windows version --- release/auc_splitting/ranger_0.1.3.77.zip | Bin 685731 -> 687180 bytes test/test_survival.R | 7 +++++++ 2 files 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etype, colon, splitrule = "auc") + +x <- seq(min(veteran$time), max(veteran$time), length = 100) + +hist(veteran$time, 50, probability = TRUE) +lines(density(veteran$time), col = "red") +lines(x, dweibull(x, shape = 1, scale = 100), col = "blue") + From ae2d52874ef4acc963f5e4f7c9a6dc3212182884 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 23 Oct 2014 19:08:06 +0200 Subject: [PATCH 073/344] add single data --- test/test_survival.R | 23 ++--- test_data/single.dat | 201 +++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 213 insertions(+), 11 deletions(-) create mode 100644 test_data/single.dat diff --git a/test/test_survival.R b/test/test_survival.R index b1836f62c..0c38a7ceb 100644 --- a/test/test_survival.R +++ b/test/test_survival.R @@ -5,28 +5,29 @@ library(ranger) n <- 20 num.trees <- 500 +formula <- Surv(time, status) ~ celltype + std <- replicate(n, { - ranger(Surv(time, status) ~ ., veteran, num.trees = num.trees)$prediction.error + ranger(formula, veteran, num.trees = num.trees)$prediction.error }) auc <- replicate(n, { - ranger(Surv(time, status) ~ ., veteran, splitrule = "auc", num.trees = num.trees)$prediction.error + ranger(formula, veteran, splitrule = "auc", num.trees = num.trees)$prediction.error }) -auc.ignore.ties <- replicate(n, { - ranger(Surv(time, status) ~ ., veteran, splitrule = "auc_ignore_ties", num.trees = num.trees)$prediction.error -}) +# auc.ignore.ties <- replicate(n, { +# ranger(formula, veteran, splitrule = "auc_ignore_ties", num.trees = num.trees)$prediction.error +# }) -result <- data.frame(std, auc, auc.ignore.ties) +result <- data.frame(std, auc) boxplot(result) ##ranger(Surv(time, status) ~ age + sex + perfor + surg + etype, colon) ##ranger(Surv(time, status) ~ age + sex + perfor + surg + etype, colon, splitrule = "auc") -x <- seq(min(veteran$time), max(veteran$time), length = 100) - -hist(veteran$time, 50, probability = TRUE) -lines(density(veteran$time), col = "red") -lines(x, dweibull(x, shape = 1, scale = 100), col = "blue") +# x <- seq(min(veteran$time), max(veteran$time), length = 100) +# hist(veteran$time, 50, probability = TRUE) +# lines(density(veteran$time), col = "red") +# lines(x, dweibull(x, shape = 1, scale = 100), col = "blue") diff --git a/test_data/single.dat b/test_data/single.dat new file mode 100644 index 000000000..752a3e92e --- /dev/null +++ b/test_data/single.dat @@ -0,0 +1,201 @@ +time status treatment +0.0326791629076304 1 0 +2.03387795500041 1 0 +0.0625550711474426 1 0 +0.200196989658997 1 0 +0.778949393254424 1 0 +0.358608639431288 1 0 +0.210327515639685 1 0 +0.079262784342349 1 0 +0.263601492593721 1 0 +1.47832265466833 1 0 +0.45827708713378 1 0 +0.791484802030027 0 0 +3.59796009492129 0 0 +1.62864083801421 1 0 +3.94102159887552 0 0 +0.187191718823623 1 0 +0.393137051348171 1 0 +0.333784546995027 1 0 +1.5877077498533 1 0 +0.0699316990605156 1 0 +0.227426452858298 1 0 +0.122241501776334 1 0 +0.306398635949029 1 0 +0.255141296903669 1 0 +0.467768916196872 1 0 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1f42052503a035121619d20cd7d3cb55d410f1f9 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 23 Oct 2014 20:32:07 +0200 Subject: [PATCH 074/344] change project after os upgrade --- source/.cproject | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/source/.cproject b/source/.cproject index 54524b1d3..64aefb4ce 100644 --- a/source/.cproject +++ b/source/.cproject @@ -27,9 +27,7 @@ - + @@ -37,7 +35,7 @@ - From 1ae98bfd9b636779e9b7f791261608ba63000dce Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 23 Oct 2014 20:34:40 +0200 Subject: [PATCH 075/344] change getAllValues to remove last of sorted --- source/src/Tree/TreeClassification.cpp | 2 +- source/src/Tree/TreeProbability.cpp | 2 +- source/src/Tree/TreeRegression.cpp | 2 +- source/src/Tree/TreeSurvival.cpp | 2 +- source/src/utility/Data.cpp | 3 +++ 5 files changed, 7 insertions(+), 4 deletions(-) diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index eac26e085..798d6d110 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -152,7 +152,7 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); //Try next variable if all equal for this - if (possible_split_values.size() < 2) { + if (possible_split_values.size() == 0) { continue; } diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index 0f2fc046f..d1d8bbe75 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -158,7 +158,7 @@ bool TreeProbability::findBestSplit(size_t nodeID, std::vector& possible data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); // Try next variable if all equal for this - if (possible_split_values.size() < 2) { + if (possible_split_values.size() == 0) { continue; } diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index b15abfb53..1c80f28ba 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -125,7 +125,7 @@ bool TreeRegression::findBestSplit(size_t nodeID, std::vector& possible_ data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); // Try next variable if all equal for this - if (possible_split_values.size() < 2) { + if (possible_split_values.size() == 0) { continue; } diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index c70504dbb..8da2a2016 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -130,7 +130,7 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); // Try next variable if all equal for this - if (possible_split_values.size() < 2) { + if (possible_split_values.size() == 0) { continue; } diff --git a/source/src/utility/Data.cpp b/source/src/utility/Data.cpp index d7eaee14f..411714fbe 100644 --- a/source/src/utility/Data.cpp +++ b/source/src/utility/Data.cpp @@ -175,6 +175,9 @@ void Data::getAllValues(std::vector& all_values, std::vector& sa sort(all_values.begin(), all_values.end()); all_values.erase(unique(all_values.begin(), all_values.end()), all_values.end()); + // Remove largest value because no split possible + all_values.pop_back(); + } else { // If GWA data just use 0, 1. A split at 2 would always produce empty right child. all_values = std::vector( { 0, 1 }); From df3415147f06f931172e5317c655b79bde375488 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 23 Oct 2014 20:47:01 +0200 Subject: [PATCH 076/344] fix logrank problem --- source/src/Tree/TreeSurvival.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index d99219e73..79a0586f7 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -153,7 +153,7 @@ void TreeSurvival::findBestSplit(size_t nodeID, std::vector& possible_sp data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); // Try next variable if all equal for this - if (possible_split_values.size() < 2) { + if (possible_split_values.size() == 0) { continue; } From eda7d47de2a3ec40fd10cbfb3e8ca6d05e044584 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 23 Oct 2014 21:19:40 +0200 Subject: [PATCH 077/344] build packages after fix --- release/auc_splitting/ranger_0.1.3.77.tar.gz | Bin 40439 -> 40451 bytes release/auc_splitting/ranger_0.1.3.77.zip | Bin 687180 -> 687170 bytes test/test_survival.R | 9 +++++++-- 3 files changed, 7 insertions(+), 2 deletions(-) diff --git a/release/auc_splitting/ranger_0.1.3.77.tar.gz b/release/auc_splitting/ranger_0.1.3.77.tar.gz index 745898bedc96a94113c391ed17daa9d043e54114..9ff208a9edd3ff510324aeaec9404cafaedff1f5 100644 GIT binary patch delta 37873 zcmYJZQ*_>4)UO>Ujcwa$%*M8DtFiTu8l%Y_G-_-%HX7Tu+1R@G^X~5*-#)p{*2x-c z%(>=oUQZoRVVzJvRe_fa&iHx`D(9pmj3ieA&xqsMlbfy2o6Fh0EKt~TB%uG=L;LPu z|3?fQ_-YCITsH*u?3y@`bT=*WEG;eZ7^vu1i-?V`fl2|)Ns-O|9yx)_I8%C^!smDM zY!kGKoScu-?aS>fRWkO{NpyNuhn zq)+B_T_AW&4)IBfEAYtH4vLm$2w26Ol&<`<<@4HDzf2(U)@1Eq(X?o2WKesdID|K9 ztI&BCCp;+Ox`N&__gBZ*(;R{rt*}?-rf?$%90y-&XTcGt^9DNMIty~VFE~!^qW_n$ zH_rYLAUTf?xH1YfptQ5H3KqI<7XIc_klur8$LYdf+aC}JoIQ^d zL~&$_7}YWo_2uIGC&K`B`6y^dm^)~6R-s%cJM7~b;NEv)6p&b>AI=jcWDfNvpsQT^dRHsRos>Y=h2QHbDB+5T 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zKLmuDW3z}102Um=$`K?h3*h?9n*(J5l@R|5tO|e>vVVm!I{?$aB?@|R0Eod`eJ;#j zrBtf#ASp+{kAJsWTmb~&zMvLI0P{cg#PO5u1i?B1B>%DBoIcq#khK#)ko2EyW5C4Q z-%lm}(HAhH&+ETL@=1+QV2LwO?4S=P03yjhBedEosvKwx1{Poj28IPj{IA|;BKf2z zXi$tZ06UQmhJ^0B95@6K7~s=%{o7pBC6L{E<(k34!2Z$ym6`@cI|Ic3zsf71D`x;R z@jsajmgMB#&j#8)_b41N($AK_z`+006Anno1t9%TCfo%;0Lg3*mS|y5|KFYduf068 z_aQ6$6bkul1o88^{FrNtj2d8e3qU$GX=m_%rgbm`|5tQu;;DI;%RHCgP z7r6zr|3l%w6#56V zsX>pl962-?SPKdm9vJz53y^%~1=!GFplfVsJkSv~G&$(`vkUnDHTfv+pWVyw0YE?b z07S_DgY7@@{~76Fki9#A`9A|hk=!wT{t5Fx!u}6j|0YZ1yb|`@O@5fP~;~ME(9v|1aK4o1LU7(|C8Xs(Eq!L`k70EK0E=m|3-+; o>r=)bB<%&@{KxwJW0^r&UI4*=?D{`;1oZ3$5QTYg_-D=jACk5uq5uE@ diff --git a/test/test_survival.R b/test/test_survival.R index 0c38a7ceb..b5693e450 100644 --- a/test/test_survival.R +++ b/test/test_survival.R @@ -1,12 +1,17 @@ library(survival) library(ranger) +library(randomForestSRC) n <- 20 num.trees <- 500 -formula <- Surv(time, status) ~ celltype +formula <- Surv(time, status) ~ . +src <- replicate(n, { + rfsrc(formula, veteran, ntree = num.trees)$err.rate[num.trees] +}) + std <- replicate(n, { ranger(formula, veteran, num.trees = num.trees)$prediction.error }) @@ -19,7 +24,7 @@ auc <- replicate(n, { # ranger(formula, veteran, splitrule = "auc_ignore_ties", num.trees = num.trees)$prediction.error # }) -result <- data.frame(std, auc) +result <- data.frame(src, std, auc) boxplot(result) From cf796fa8bbc9e289504c4e3d5e40232d8ab1b100 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 23 Oct 2014 22:26:11 +0200 Subject: [PATCH 078/344] change TODO --- TODO | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/TODO b/TODO index 9cc0b7e9c..c20615a3c 100644 --- a/TODO +++ b/TODO @@ -3,6 +3,9 @@ ## TOOD software ## ----------------------------------------------------------------------- ## +- Survival slower than with rfsrc for cont. covariates +- Survival pec prediction better with rfsrc -> why? + -> check pec function for rfsrc ## ----------------------------------------------------------------------- ## ## Wishlist @@ -56,4 +59,4 @@ - Validate survival -> C index is okay -> Check validation_survival script.. - -> Different for return 0/-1 for denominator=0 \ No newline at end of file + -> Different for return 0/-1 for denominator=0 From dab19367c5230fc4ccbfc66a948e445da7bdace8 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 24 Oct 2014 10:56:48 +0200 Subject: [PATCH 079/344] avoid possible null division --- source/src/Forest/ForestSurvival.cpp | 56 ++++++++++++++-------------- 1 file changed, 29 insertions(+), 27 deletions(-) diff --git a/source/src/Forest/ForestSurvival.cpp b/source/src/Forest/ForestSurvival.cpp index e48476180..35b042f04 100644 --- a/source/src/Forest/ForestSurvival.cpp +++ b/source/src/Forest/ForestSurvival.cpp @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #include #include @@ -122,7 +122,7 @@ void ForestSurvival::predictInternal() { for (size_t k = 0; k < num_trees; ++k) { sample_time_prediction += trees[k]->getPredictions()[i][j]; } - sample_prediction.push_back(sample_time_prediction/num_trees); + sample_prediction.push_back(sample_time_prediction / num_trees); } predictions.push_back(sample_prediction); } @@ -158,12 +158,14 @@ void ForestSurvival::computePredictionErrorInternal() { std::vector sum_chf; sum_chf.reserve(predictions.size()); for (size_t i = 0; i < predictions.size(); ++i) { - double sum = 0; - for (size_t j = 0; j < predictions[i].size(); ++j) { - predictions[i][j] /= samples_oob_count[i]; - sum += predictions[i][j]; + if (samples_oob_count[i] > 0) { + double sum = 0; + for (size_t j = 0; j < predictions[i].size(); ++j) { + predictions[i][j] /= samples_oob_count[i]; + sum += predictions[i][j]; + } + sum_chf.push_back(sum); } - sum_chf.push_back(sum); } // Use empty vector to use all samples in computeConcordanceIndex From 8e3d98dfd5e585b50e4424e1736780e1eb94074e Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 31 Oct 2014 09:51:35 +0100 Subject: [PATCH 080/344] change CHANGELOG and TODO --- CHANGELOG | 6 ++++++ TODO | 5 +++++ 2 files changed, 11 insertions(+) diff --git a/CHANGELOG b/CHANGELOG index d10de3dd8..43bd65611 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,9 @@ +## ----------------------------------------------------------------------- ## +## Next version +## ----------------------------------------------------------------------- ## + +- ? + ## ----------------------------------------------------------------------- ## ## Version 0.1.3 ## ----------------------------------------------------------------------- ## diff --git a/TODO b/TODO index c20615a3c..168465f0f 100644 --- a/TODO +++ b/TODO @@ -6,6 +6,11 @@ - Survival slower than with rfsrc for cont. covariates - Survival pec prediction better with rfsrc -> why? -> check pec function for rfsrc +- Need to set R seed + ranger seed for same results + -> Is it possible to call ranger with R seed? +- Survival Forest with few trees. + -> ForestSurvival::computePredictionErrorInternal() will not compute sum_chf + for each sample. But in CIndex computation this is assumed! ## ----------------------------------------------------------------------- ## ## Wishlist From 502469c893ba057e5fdef517bb762ec6ebd6d407 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 31 Oct 2014 16:08:52 +0100 Subject: [PATCH 081/344] generate seed in R version from R --- CHANGELOG | 4 +++- R_package/ranger.R | 5 +++-- TODO | 6 +----- 3 files changed, 7 insertions(+), 8 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index 43bd65611..219f572d8 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,8 +1,10 @@ + ## ----------------------------------------------------------------------- ## ## Next version ## ----------------------------------------------------------------------- ## -- ? +- R version: Generate seed from R. It is no longer necessary to set the + seed argument in ranger calls. ## ----------------------------------------------------------------------- ## ## Version 0.1.3 diff --git a/R_package/ranger.R b/R_package/ranger.R index 0195011fb..b1732d858 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -68,7 +68,7 @@ ##' @param scale.permutation.importance Scale permutation importance by standard error as in (Breiman 2001). Only applicable if permutation variable importance mode selected. ##' @param num.threads Number of threads. Default is number of CPUs available. ##' @param verbose Verbose output on or off. -##' @param seed Random seed. +##' @param seed Random seed. Default is \code{NULL}, which generates the seed from \code{R}. ##' @param memory Memory mode, one of 'double', 'float', 'char'. Default 'double'. ##' @param dependent.variable.name Name of dependent variable, needed if no formula given. For survival forests this is the time variable. ##' @param status.variable.name Name of status variable, only applicable to survival data and needed if no formula given. Use 1 for event and 0 for censoring. @@ -254,7 +254,8 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, ## Seed if (is.null(seed)) { - seed <- 0 + seed <- runif(1 , 0, .Machine$integer.max) + cat(seed) } ## Num threads diff --git a/TODO b/TODO index 168465f0f..d9f42af3a 100644 --- a/TODO +++ b/TODO @@ -6,11 +6,7 @@ - Survival slower than with rfsrc for cont. covariates - Survival pec prediction better with rfsrc -> why? -> check pec function for rfsrc -- Need to set R seed + ranger seed for same results - -> Is it possible to call ranger with R seed? -- Survival Forest with few trees. - -> ForestSurvival::computePredictionErrorInternal() will not compute sum_chf - for each sample. But in CIndex computation this is assumed! + ## ----------------------------------------------------------------------- ## ## Wishlist From d5416893fa7a1fb6f8ea9c3e277c0ede322725ba Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 3 Nov 2014 15:37:17 +0100 Subject: [PATCH 082/344] cleanup survival tree --- R_package/ranger.R | 1 - TODO | 3 +- source/.cproject | 10 -- source/src/Tree/TreeSurvival.cpp | 261 ++++++++----------------------- source/src/Tree/TreeSurvival.h | 20 +-- 5 files changed, 70 insertions(+), 225 deletions(-) diff --git a/R_package/ranger.R b/R_package/ranger.R index b1732d858..dfbbc870c 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -255,7 +255,6 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, ## Seed if (is.null(seed)) { seed <- runif(1 , 0, .Machine$integer.max) - cat(seed) } ## Num threads diff --git a/TODO b/TODO index d9f42af3a..7d4cf65ea 100644 --- a/TODO +++ b/TODO @@ -6,7 +6,7 @@ - Survival slower than with rfsrc for cont. covariates - Survival pec prediction better with rfsrc -> why? -> check pec function for rfsrc - + ## ----------------------------------------------------------------------- ## ## Wishlist @@ -61,3 +61,4 @@ -> C index is okay -> Check validation_survival script.. -> Different for return 0/-1 for denominator=0 + diff --git a/source/.cproject b/source/.cproject index 54524b1d3..4580087ef 100644 --- a/source/.cproject +++ b/source/.cproject @@ -27,23 +27,13 @@ - - - - diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 8da2a2016..ae09a19cd 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -38,17 +38,14 @@ #include "Data.h" TreeSurvival::TreeSurvival(std::vector* unique_timepoints, size_t status_varID) : - status_varID(status_varID), unique_timepoints(unique_timepoints), num_deaths(0), num_samples_at_risk(0), num_deaths_left_child( - 0), num_samples_at_risk_left_child(0), num_deaths_0(0), num_samples_at_risk_0(0), num_deaths_1(0), num_samples_at_risk_1( - 0) { + status_varID(status_varID), unique_timepoints(unique_timepoints), num_deaths(0), num_samples_at_risk(0) { this->num_timepoints = unique_timepoints->size(); } TreeSurvival::TreeSurvival(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values, std::vector> chf, std::vector* unique_timepoints) : Tree(child_nodeIDs, split_varIDs, split_values), status_varID(0), unique_timepoints(unique_timepoints), chf(chf), num_deaths( - 0), num_samples_at_risk(0), num_deaths_left_child(0), num_samples_at_risk_left_child(0), num_deaths_0(0), num_samples_at_risk_0( - 0), num_deaths_1(0), num_samples_at_risk_1(0) { + 0), num_samples_at_risk(0) { this->num_timepoints = unique_timepoints->size(); } @@ -56,18 +53,9 @@ TreeSurvival::~TreeSurvival() { } void TreeSurvival::initInternal() { - // Number of deaths and samples at risk for each timepoint num_deaths = new size_t[num_timepoints]; num_samples_at_risk = new size_t[num_timepoints]; - num_deaths_left_child = new size_t[num_timepoints]; - num_samples_at_risk_left_child = new size_t[num_timepoints]; - - // For GWA mode, reuse left for 0 - num_deaths_0 = num_deaths_left_child; - num_samples_at_risk_0 = num_samples_at_risk_left_child; - num_deaths_1 = new size_t[num_timepoints]; - num_samples_at_risk_1 = new size_t[num_timepoints]; } void TreeSurvival::addPrediction(size_t nodeID, size_t sampleID) { @@ -134,25 +122,7 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss continue; } - // If the column consists only of gwa data - if ((possible_split_values.size() == 2 && possible_split_values[0] == 0 && possible_split_values[1] == 1) - || (possible_split_values.size() == 3 && possible_split_values[0] == 0 && possible_split_values[1] == 1 - && possible_split_values[2] == 2)) { - findBestSplitValueLogRankGWA(nodeID, varID, best_value, best_varID, best_logrank); - } else { - - // For all possible split values - for (auto& split_value : possible_split_values) { - - // Compute logrank and use split if better than before - double logrank = computeLogRankTest(nodeID, varID, split_value, num_unique_death_times); - if (logrank > best_logrank) { - best_value = split_value; - best_varID = varID; - best_logrank = logrank; - } - } - } + findBestSplitValueLogRank(nodeID, varID, possible_split_values, best_value, best_varID, best_logrank); } } @@ -214,193 +184,94 @@ void TreeSurvival::computeDeathCounts(size_t& num_unique_death_times, size_t nod } -double TreeSurvival::computeLogRankTest(size_t nodeID, size_t varID, double split_value, - size_t num_unique_death_times) { - - double nominator = 0; - double denominator_squared = 0; - - // Initialize - for (size_t i = 0; i < num_timepoints; ++i) { - num_deaths_left_child[i] = 0; - num_samples_at_risk_left_child[i] = 0; - } - - size_t num_samples_left_child = 0; - computeChildDeathCounts(nodeID, varID, split_value, &num_samples_left_child); - - // Do not consider this split point if fewer than min_node_size samples in one node - size_t num_samples_right_child = sampleIDs[nodeID].size() - num_samples_left_child; - if (num_samples_left_child < min_node_size || num_samples_right_child < min_node_size) { - return -1; - } - - for (size_t t = 0; t < num_timepoints; ++t) { - - if (num_samples_at_risk[t] < 2) { - continue; - } +void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::vector& possible_split_values, + double& best_value, size_t& best_varID, double& best_logrank) { + size_t num_splits = possible_split_values.size(); - // Nominator and demoninator for log-rank test, notation from Ishwaran et al. - double di = (double) num_deaths[t]; - double di1 = (double) num_deaths_left_child[t]; - double Yi = (double) num_samples_at_risk[t]; - double Yi1 = (double) num_samples_at_risk_left_child[t]; - nominator += di1 - Yi1 * (di / Yi); - denominator_squared += (Yi1 / Yi) * (1.0 - Yi1 / Yi) * ((Yi - di) / (Yi - 1)) * di; + // Initialize. Splitpoints x Timepoints + size_t* num_deaths_right_child = new size_t[num_splits * num_timepoints]; + size_t* num_samples_at_risk_right_child = new size_t[num_splits * num_timepoints]; + for (size_t i = 0; i < num_splits * num_timepoints; ++i) { + num_deaths_right_child[i] = 0; + num_samples_at_risk_right_child[i] = 0; } - - if (denominator_squared != 0) { - return (fabs(nominator / sqrt(denominator_squared))); - } else { - return -1; + size_t* num_samples_right_child = new size_t[num_splits]; + for (size_t i = 0; i < num_splits; ++i) { + num_samples_right_child[i] = 0; } -} - -void TreeSurvival::computeChildDeathCounts(size_t nodeID, size_t varID, double split_value, - size_t* num_samples_left_child) { - - // Count deaths and samples at risk in left child for this split + // Count deaths in right child per timepoint and possbile split for (auto& sampleID : sampleIDs[nodeID]) { - if (data->get(sampleID, varID) <= split_value) { - - ++(*num_samples_left_child); - double survival_time = data->get(sampleID, dependent_varID); - - size_t t = 0; - while (t < unique_timepoints->size() && (*unique_timepoints)[t] < survival_time) { - ++num_samples_at_risk_left_child[t]; - ++t; - } - - // Now t is the survival time, add to at risk and to death if death. - if (t < unique_timepoints->size()) { - if (data->get(sampleID, status_varID) == 1) { - ++num_samples_at_risk_left_child[t]; - ++num_deaths_left_child[t]; - } - } - - } - } -} - -void TreeSurvival::findBestSplitValueLogRankGWA(size_t nodeID, size_t varID, double& best_value, size_t& best_varID, - double& best_logrank) { - - double nominator_split_0 = 0; - double nominator_split_1 = 0; - double denominator_squared_split_0 = 0; - double denominator_squared_split_1 = 0; - size_t all_samples_0 = 0; - size_t all_samples_1 = 0; + double value = data->get(sampleID, varID); - size_t* num_samples_at_risk_value = num_samples_at_risk_0; - size_t* num_deaths_value = num_deaths_0; + // Count deaths until split_value reached + for (size_t i = 0; i < num_splits; ++i) { - // Initialize - for (size_t i = 0; i < num_timepoints; ++i) { - num_samples_at_risk_0[i] = 0; - num_samples_at_risk_1[i] = 0; - - num_deaths_0[i] = 0; - num_deaths_1[i] = 0; - } - - // Count deaths and samples at risk in left child for this split - for (auto& sampleID : sampleIDs[nodeID]) { - double value = data->get(sampleID, varID); - double survival_time = data->get(sampleID, dependent_varID); + if (value > possible_split_values[i]) { - if (value == 0) { - ++all_samples_0; - num_samples_at_risk_value = num_samples_at_risk_0; - num_deaths_value = num_deaths_0; - } else if (value == 1) { - ++all_samples_1; - num_samples_at_risk_value = num_samples_at_risk_1; - num_deaths_value = num_deaths_1; - } + double survival_time = data->get(sampleID, dependent_varID); + ++num_samples_right_child[i]; - size_t t = 0; - while (t < unique_timepoints->size() && (*unique_timepoints)[t] < survival_time) { - ++num_samples_at_risk_value[t]; - ++t; - } + size_t t = 0; + while (t < num_timepoints && (*unique_timepoints)[t] < survival_time) { + ++num_samples_at_risk_right_child[i * num_timepoints + t]; + ++t; + } - // Now t is the survival time, add to at risk and to death if death - if (t < unique_timepoints->size()) { - if (data->get(sampleID, status_varID) == 1) { - ++num_samples_at_risk_value[t]; - ++num_deaths_value[t]; + // Now t is the survival time, add to at risk and to death if death. + if (t < num_timepoints) { + if (data->get(sampleID, status_varID) == 1) { + ++num_samples_at_risk_right_child[i * num_timepoints + t]; + ++num_deaths_right_child[i * num_timepoints + t]; + } + } + } else { + break; } } } - // Do not consider this split point if fewer than min_node_size samples in one node - size_t all_samples = sampleIDs[nodeID].size(); - bool split_okay_0 = true; - if (all_samples_0 < min_node_size || (all_samples - all_samples_0) < min_node_size) { - split_okay_0 = false; - } - bool split_okay_1 = true; - if ((all_samples_0 + all_samples_1) < min_node_size - || (all_samples - all_samples_0 - all_samples_1) < min_node_size) { - split_okay_1 = false; - } - if (!split_okay_0 && !split_okay_1) { - return; - } - - for (size_t t = 0; t < num_timepoints; ++t) { + // Compute logrank test for all splits and use best + for (size_t i = 0; i < num_splits; ++i) { + double nominator = 0; + double denominator_squared = 0; - if (num_samples_at_risk[t] < 2) { + size_t num_samples_left_child = sampleIDs[nodeID].size() - num_samples_right_child[i]; + if (num_samples_right_child[i] < min_node_size || num_samples_left_child < min_node_size) { continue; } - // Nominator and demoninator for log-rank test, notation from Ishwaran et al. - double di = (double) num_deaths[t]; - double Yi = (double) num_samples_at_risk[t]; - double temp = ((Yi - di) / (Yi - 1)) * di; + for (size_t t = 0; t < num_timepoints; ++t) { + if (num_samples_at_risk[t] < 2) { + break; + } + if (num_deaths[t] == 0) { + continue; + } - if (split_okay_0) { - double di1_split_0 = (double) num_deaths_0[t]; - double Yi1_split_0 = (double) num_samples_at_risk_0[t]; - nominator_split_0 += di1_split_0 - Yi1_split_0 * (di / Yi); - denominator_squared_split_0 += (Yi1_split_0 / Yi) * (1.0 - Yi1_split_0 / Yi) * temp; + // Nominator and demoninator for log-rank test, notation from Ishwaran et al. + double di = (double) num_deaths[t]; + double di1 = (double) num_deaths_right_child[i * num_timepoints + t]; + double Yi = (double) num_samples_at_risk[t]; + double Yi1 = (double) num_samples_at_risk_right_child[i * num_timepoints + t]; + nominator += di1 - Yi1 * (di / Yi); + denominator_squared += (Yi1 / Yi) * (1.0 - Yi1 / Yi) * ((Yi - di) / (Yi - 1)) * di; } - - if (split_okay_1) { - double di1_split_1 = (double) (num_deaths_0[t] + num_deaths_1[t]); - double Yi1_split_1 = (double) (num_samples_at_risk_0[t] + num_samples_at_risk_1[t]); - nominator_split_1 += di1_split_1 - Yi1_split_1 * (di / Yi); - denominator_squared_split_1 += (Yi1_split_1 / Yi) * (1.0 - Yi1_split_1 / Yi) * temp; + double logrank = -1; + if (denominator_squared != 0) { + logrank = fabs(nominator / sqrt(denominator_squared)); } - } - if (split_okay_0) { - double logrank_split_0 = -1; - if (denominator_squared_split_0 != 0) { - logrank_split_0 = fabs(nominator_split_0 / sqrt(denominator_squared_split_0)); - } - if (logrank_split_0 > best_logrank) { - best_value = 0; + if (logrank > best_logrank) { + best_value = possible_split_values[i]; best_varID = varID; - best_logrank = logrank_split_0; + best_logrank = logrank; } } - if (split_okay_1) { - double logrank_split_1 = -1; - if (denominator_squared_split_1 != 0) { - logrank_split_1 = fabs(nominator_split_1 / sqrt(denominator_squared_split_1)); - } - if (logrank_split_1 > best_logrank) { - best_value = 1; - best_varID = varID; - best_logrank = logrank_split_1; - } - } + delete[] num_deaths_right_child; + delete[] num_samples_at_risk_right_child; + delete[] num_samples_right_child; } + diff --git a/source/src/Tree/TreeSurvival.h b/source/src/Tree/TreeSurvival.h index a280c4511..1e3be982e 100644 --- a/source/src/Tree/TreeSurvival.h +++ b/source/src/Tree/TreeSurvival.h @@ -60,14 +60,9 @@ class TreeSurvival: public Tree { // Called by splitNodeInternal(). Sets split_varIDs and split_values. bool findBestSplitLogRank(size_t nodeID, std::vector& possible_split_varIDs); - void computeDeathCounts(size_t& num_unique_death_times, size_t nodeID); - double computeLogRankTest(size_t nodeID, size_t varID, double split_value, size_t num_unique_death_times); - void computeChildDeathCounts(size_t nodeID, size_t varID, double split_value, size_t* num_samples_left_child); - - // Dirty but fast version for GWAS data - void findBestSplitValueLogRankGWA(size_t nodeID, size_t varID, double& best_value, size_t& best_varID, - double& best_logrank); + void findBestSplitValueLogRank(size_t nodeID, size_t varID, std::vector& possible_split_values, + double& best_value, size_t& best_varID, double& best_logrank); void reservePredictionMemory(size_t num_predictions) { predictions.resize(num_predictions, std::vector()); @@ -79,11 +74,6 @@ class TreeSurvival: public Tree { void cleanUpInternal() { delete[] num_deaths; delete[] num_samples_at_risk; - delete[] num_deaths_left_child; - delete[] num_samples_at_risk_left_child; - delete[] num_deaths_1; - delete[] num_samples_at_risk_1; - // num_samples_at_risk_0 and num_deaths_0 are deleted by left_child ones } size_t status_varID; @@ -98,12 +88,6 @@ class TreeSurvival: public Tree { // Fields to save to while tree growing size_t* num_deaths; size_t* num_samples_at_risk; - size_t* num_deaths_left_child; - size_t* num_samples_at_risk_left_child; - size_t* num_deaths_0; - size_t* num_samples_at_risk_0; - size_t* num_deaths_1; - size_t* num_samples_at_risk_1; DISALLOW_COPY_AND_ASSIGN(TreeSurvival); }; From 435c6b941c0260177074c1cb02a4f1e11fb50c51 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 3 Nov 2014 15:37:39 +0100 Subject: [PATCH 083/344] add new test function and data --- test/profile_survival.R | 29 +++ test_data/surv_binary.dat | 501 ++++++++++++++++++++++++++++++++++++++ test_data/surv_cont.dat | 501 ++++++++++++++++++++++++++++++++++++++ 3 files changed, 1031 insertions(+) create mode 100644 test/profile_survival.R create mode 100644 test_data/surv_binary.dat create mode 100644 test_data/surv_cont.dat diff --git a/test/profile_survival.R b/test/profile_survival.R new file mode 100644 index 000000000..65506d6c9 --- /dev/null +++ b/test/profile_survival.R @@ -0,0 +1,29 @@ + +library(survival) +library(ranger) +library(randomForestSRC) +library(microbenchmark) + +ntree <- 50 +mtry <- 3 +nodesize <- 10 +formula <- Surv(time, status) ~. + +n <- 500 +p <- 6 +beta <- c(1,0.5,0.1,0,1,2) + +x <- matrix(rnorm(p*n, 1, 5), nrow = n) +time <- x %*% beta + rnorm(n, 0, 0.5) +time <- time - min(time) +status <- rbinom(n, 1, 0.7) +dat <- data.frame(time, status, x) + +microbenchmark( + Ranger = ranger(formula, dat, num.trees = ntree, mtry = mtry, min.node.size = nodesize), + SRC = rfsrc(formula, dat, ntree = ntree, mtry = mtry, nodesize = nodesize), + times = 1) + + +rg = ranger(formula, dat, num.trees = ntree, mtry = mtry, min.node.size = nodesize, write.forest = TRUE) +src = rfsrc(formula, dat, ntree = ntree, mtry = mtry, nodesize = nodesize) diff --git a/test_data/surv_binary.dat b/test_data/surv_binary.dat new file mode 100644 index 000000000..7084d5bc2 --- /dev/null +++ b/test_data/surv_binary.dat @@ -0,0 +1,501 @@ +time status X1 X2 X3 X4 X5 X6 +3.50807837471741 1 1 1 0 0 1 0 +3.06448003608359 1 0 0 0 1 1 0 +3.50704485112769 0 1 0 0 1 1 0 +5.39507840721427 0 1 1 0 0 1 1 +4.56354669871856 1 0 0 0 1 1 1 +2.51333967608588 1 0 1 1 1 1 0 +4.0396682532302 1 0 0 0 1 1 1 +4.5172055882223 1 0 1 1 0 1 1 +2.54479667706196 0 1 1 1 0 0 0 +2.25931490944681 1 0 0 1 1 1 0 +1.99012397456639 1 0 1 0 0 1 0 +3.21894942928893 1 0 1 0 0 1 0 +5.66055938795781 1 1 0 0 1 1 1 +3.15752457719221 1 0 1 1 0 1 0 +3.51719920624768 1 1 0 1 0 0 1 +2.48761484646004 1 0 0 1 0 1 0 +2.70675662579574 1 0 0 0 0 0 1 +4.08716163716041 0 1 1 1 1 0 1 +2.88616114459746 1 1 1 0 0 1 0 +1.6412326173403 0 0 0 1 1 0 0 +1.41383069017964 1 0 0 1 1 0 0 +3.14988677244029 1 0 1 0 1 0 1 +2.30110538269567 0 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7.0135859185214 -7.54369699999054 -2.84492932090598 +46.2472505203541 1 0.624462514374775 5.52302499625213 2.56219844251689 3.03367222177124 6.33487652186687 2.24465915238055 +27.927491933823 0 -5.66972267531717 -6.79223400780549 2.2757200770691 0.398937272497125 -2.17005756980841 3.39711278494694 +48.2892076140553 1 0.0753958974169235 2.99980588585848 -4.93799439862414 -7.19822373017776 8.85775968086756 3.46121899356055 +40.999493295627 1 -4.09750630417078 4.31162370183934 -2.84109923407218 3.80943479029624 11.2611949379016 -0.0982441528805846 +72.292977480878 1 8.3467266651002 4.10137174509749 2.15919144038084 -2.90241186075471 5.11334428728661 12.0045537470259 +41.031848462646 1 1.9426323438406 2.78547191853939 -0.124593945339123 -2.64389480103218 -1.48348379829636 3.53944241424532 +22.6776757364748 0 2.7888403878476 -2.25664166413628 4.9487630157194 5.60180453960648 2.30836746992585 -6.43803283826922 +41.2224871632369 1 -3.82276383208532 -2.23285113179529 1.98729355533749 -7.45964868369024 3.30332437297954 5.13512946154245 +34.7112526376537 1 -5.18474305166242 -1.48653625004871 4.22847412003178 2.59877430544739 -3.12447115051516 5.92588262807153 +40.048829505399 0 5.81470009551375 -7.39732124037535 2.48934539161089 2.19890276072926 0.792336826923073 2.50076189186677 +49.9917946547698 1 3.05839786148091 -1.95887728594541 6.5198025650157 5.18258182525031 16.7060059475159 -0.652513613408271 +31.6179376425983 1 -0.29223973941696 -4.19762353615342 -7.17933628385191 -6.8820838545882 3.47970552790879 -0.232270044069746 +33.8008256392712 1 -3.92273329455761 3.93256169075478 -0.672771044882175 0.18020485972056 -3.24788825483212 3.64022125320621 +43.3419229591186 0 -4.61173412388526 -3.61300059989727 -2.49818927105198 -1.73636975254544 6.11580273259298 6.44560919674013 +33.4578137145899 1 5.63744879108344 -0.819742930924535 3.00450238340786 2.1430272491756 4.02223783360452 -3.83860594548979 +22.9447944385471 1 3.88964669903392 -3.88319165117104 -4.98833191299353 4.58170457396471 -7.25316137569187 -1.83068454150257 +20.4156266652945 1 -4.57092061260592 6.51241013799612 6.20967118935891 3.11630460452365 -6.89098172377363 -1.62935747436572 +26.5775357554869 1 3.10483605750333 3.83895872681735 0.804285070949319 -0.180717043104915 0.994219502212391 -5.80557897362909 +51.8001229340195 1 8.58732124696962 -2.03643750821667 3.4243900952493 4.89058549584863 2.36155026719123 4.69821687074675 +28.7709182970692 0 -1.11548842065344 0.743300438341167 6.2177789537905 1.91178452271578 -0.190896871968329 -1.35239770903484 From 3528ef8b3044e9afee6043577edca9dd1279ad92 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 3 Nov 2014 18:43:34 +0100 Subject: [PATCH 084/344] speedup survival --- TODO | 1 + source/src/Forest/ForestSurvival.cpp | 22 +++++-- source/src/Forest/ForestSurvival.h | 1 + source/src/Tree/TreeSurvival.cpp | 97 +++++++++++++--------------- source/src/Tree/TreeSurvival.h | 10 ++- 5 files changed, 70 insertions(+), 61 deletions(-) diff --git a/TODO b/TODO index 7d4cf65ea..f1ba263b0 100644 --- a/TODO +++ b/TODO @@ -3,6 +3,7 @@ ## TOOD software ## ----------------------------------------------------------------------- ## +- Initialize with new int[50](); - Survival slower than with rfsrc for cont. covariates - Survival pec prediction better with rfsrc -> why? -> check pec function for rfsrc diff --git a/source/src/Forest/ForestSurvival.cpp b/source/src/Forest/ForestSurvival.cpp index 35b042f04..56f040cff 100644 --- a/source/src/Forest/ForestSurvival.cpp +++ b/source/src/Forest/ForestSurvival.cpp @@ -37,7 +37,7 @@ #include "Data.h" ForestSurvival::ForestSurvival() : - status_varID(0) { + status_varID(0), response_timepointIDs(0) { } ForestSurvival::~ForestSurvival() { @@ -57,7 +57,7 @@ void ForestSurvival::loadForest(size_t dependent_varID, size_t num_trees, trees.reserve(num_trees); for (size_t i = 0; i < num_trees; ++i) { Tree* tree = new TreeSurvival(forest_child_nodeIDs[i], forest_split_varIDs[i], forest_split_values[i], - forest_chf[i], &unique_timepoints); + forest_chf[i], &unique_timepoints, &response_timepointIDs); trees.push_back(tree); } @@ -88,20 +88,29 @@ void ForestSurvival::initInternal(std::string status_variable_name) { // Create unique timepoints std::set unique_timepoint_set; for (size_t i = 0; i < num_samples; ++i) { - if (data->get(i, status_varID) == 1) { unique_timepoint_set.insert(data->get(i, dependent_varID)); - } } unique_timepoints.reserve(unique_timepoint_set.size()); for (auto& t : unique_timepoint_set) { unique_timepoints.push_back(t); } + + // Create response_timepointIDs + if (!prediction_mode) { + for (size_t i = 0; i < num_samples; ++i) { + double value = data->get(i, dependent_varID); + + // If timepoint is already in unique_timepoints, use ID. Else create a new one. + uint timepointID = find(unique_timepoints.begin(), unique_timepoints.end(), value) - unique_timepoints.begin(); + response_timepointIDs.push_back(timepointID); + } + } } void ForestSurvival::growInternal() { trees.reserve(num_trees); for (size_t i = 0; i < num_trees; ++i) { - trees.push_back(new TreeSurvival(&unique_timepoints, status_varID)); + trees.push_back(new TreeSurvival(&unique_timepoints, status_varID, &response_timepointIDs)); } } @@ -303,7 +312,8 @@ void ForestSurvival::loadFromFileInternal(std::ifstream& infile) { } // Create tree - Tree* tree = new TreeSurvival(child_nodeIDs, split_varIDs, split_values, chf, &unique_timepoints); + Tree* tree = new TreeSurvival(child_nodeIDs, split_varIDs, split_values, chf, &unique_timepoints, + &response_timepointIDs); trees.push_back(tree); } } diff --git a/source/src/Forest/ForestSurvival.h b/source/src/Forest/ForestSurvival.h index c02337bda..d9110b4e8 100644 --- a/source/src/Forest/ForestSurvival.h +++ b/source/src/Forest/ForestSurvival.h @@ -76,6 +76,7 @@ class ForestSurvival: public Forest { size_t status_varID; std::vector unique_timepoints; + std::vector response_timepointIDs; DISALLOW_COPY_AND_ASSIGN(ForestSurvival); }; diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index ae09a19cd..362600bbc 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -37,15 +37,18 @@ #include "TreeSurvival.h" #include "Data.h" -TreeSurvival::TreeSurvival(std::vector* unique_timepoints, size_t status_varID) : - status_varID(status_varID), unique_timepoints(unique_timepoints), num_deaths(0), num_samples_at_risk(0) { +TreeSurvival::TreeSurvival(std::vector* unique_timepoints, size_t status_varID, + std::vector* response_timepointIDs) : + status_varID(status_varID), unique_timepoints(unique_timepoints), response_timepointIDs(response_timepointIDs), num_deaths( + 0), num_samples_at_risk(0) { this->num_timepoints = unique_timepoints->size(); } TreeSurvival::TreeSurvival(std::vector>& child_nodeIDs, std::vector& split_varIDs, - std::vector& split_values, std::vector> chf, std::vector* unique_timepoints) : - Tree(child_nodeIDs, split_varIDs, split_values), status_varID(0), unique_timepoints(unique_timepoints), chf(chf), num_deaths( - 0), num_samples_at_risk(0) { + std::vector& split_values, std::vector> chf, std::vector* unique_timepoints, + std::vector* response_timepointIDs) : + Tree(child_nodeIDs, split_varIDs, split_values), status_varID(0), unique_timepoints(unique_timepoints), response_timepointIDs( + response_timepointIDs), chf(chf), num_deaths(0), num_samples_at_risk(0) { this->num_timepoints = unique_timepoints->size(); } @@ -104,8 +107,7 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss size_t best_varID = 0; double best_value = 0; - size_t num_unique_death_times = 0; - computeDeathCounts(num_unique_death_times, nodeID); + computeDeathCounts(nodeID); // Stop early if no split posssible if (sampleIDs[nodeID].size() >= 2 * min_node_size) { @@ -149,7 +151,8 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss return result; } -void TreeSurvival::computeDeathCounts(size_t& num_unique_death_times, size_t nodeID) { +// TODO: Here too with new idea? +void TreeSurvival::computeDeathCounts(size_t nodeID) { // Initialize for (size_t i = 0; i < num_timepoints; ++i) { @@ -161,75 +164,65 @@ void TreeSurvival::computeDeathCounts(size_t& num_unique_death_times, size_t nod double survival_time = data->get(sampleID, dependent_varID); size_t t = 0; - while (t < unique_timepoints->size() && (*unique_timepoints)[t] < survival_time) { + while (t < num_timepoints && (*unique_timepoints)[t] < survival_time) { ++num_samples_at_risk[t]; ++t; } // Now t is the survival time, add to at risk and to death if death - if (t < unique_timepoints->size()) { + if (t < num_timepoints) { if (data->get(sampleID, status_varID) == 1) { ++num_samples_at_risk[t]; ++num_deaths[t]; } } } - - // Count unique death times - for (size_t j = 0; j < num_timepoints; ++j) { - if (num_deaths[j] > 0) { - ++num_unique_death_times; - } - } - } -void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::vector& possible_split_values, - double& best_value, size_t& best_varID, double& best_logrank) { +void TreeSurvival::computeChildDeathCounts(size_t nodeID, size_t varID, std::vector& possible_split_values, + size_t* num_samples_right_child, size_t* delta_samples_at_risk_right_child, size_t* num_deaths_right_child) { size_t num_splits = possible_split_values.size(); - // Initialize. Splitpoints x Timepoints - size_t* num_deaths_right_child = new size_t[num_splits * num_timepoints]; - size_t* num_samples_at_risk_right_child = new size_t[num_splits * num_timepoints]; - for (size_t i = 0; i < num_splits * num_timepoints; ++i) { - num_deaths_right_child[i] = 0; - num_samples_at_risk_right_child[i] = 0; - } - size_t* num_samples_right_child = new size_t[num_splits]; - for (size_t i = 0; i < num_splits; ++i) { - num_samples_right_child[i] = 0; - } - // Count deaths in right child per timepoint and possbile split for (auto& sampleID : sampleIDs[nodeID]) { double value = data->get(sampleID, varID); + size_t survival_timeID = (*response_timepointIDs)[sampleID]; // Count deaths until split_value reached for (size_t i = 0; i < num_splits; ++i) { if (value > possible_split_values[i]) { - - double survival_time = data->get(sampleID, dependent_varID); ++num_samples_right_child[i]; - - size_t t = 0; - while (t < num_timepoints && (*unique_timepoints)[t] < survival_time) { - ++num_samples_at_risk_right_child[i * num_timepoints + t]; - ++t; + ++delta_samples_at_risk_right_child[i * num_timepoints + survival_timeID]; + if (data->get(sampleID, status_varID) == 1) { + ++num_deaths_right_child[i * num_timepoints + survival_timeID]; } - // Now t is the survival time, add to at risk and to death if death. - if (t < num_timepoints) { - if (data->get(sampleID, status_varID) == 1) { - ++num_samples_at_risk_right_child[i * num_timepoints + t]; - ++num_deaths_right_child[i * num_timepoints + t]; - } - } } else { break; } } } +} + +void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::vector& possible_split_values, + double& best_value, size_t& best_varID, double& best_logrank) { + size_t num_splits = possible_split_values.size(); + + // Initialize. Splitpoints x Timepoints + size_t* num_deaths_right_child = new size_t[num_splits * num_timepoints]; + size_t* delta_samples_at_risk_right_child = new size_t[num_splits * num_timepoints]; + for (size_t i = 0; i < num_splits * num_timepoints; ++i) { + num_deaths_right_child[i] = 0; + delta_samples_at_risk_right_child[i] = 0; + } + size_t* num_samples_right_child = new size_t[num_splits]; + for (size_t i = 0; i < num_splits; ++i) { + num_samples_right_child[i] = 0; + } + + computeChildDeathCounts(nodeID, varID, possible_split_values, num_samples_right_child, + delta_samples_at_risk_right_child, num_deaths_right_child); // Compute logrank test for all splits and use best for (size_t i = 0; i < num_splits; ++i) { @@ -241,21 +234,22 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::v continue; } + size_t num_samples_at_risk_right_child = num_samples_right_child[i]; for (size_t t = 0; t < num_timepoints; ++t) { if (num_samples_at_risk[t] < 2) { break; } - if (num_deaths[t] == 0) { - continue; - } // Nominator and demoninator for log-rank test, notation from Ishwaran et al. double di = (double) num_deaths[t]; double di1 = (double) num_deaths_right_child[i * num_timepoints + t]; double Yi = (double) num_samples_at_risk[t]; - double Yi1 = (double) num_samples_at_risk_right_child[i * num_timepoints + t]; + double Yi1 = (double) num_samples_at_risk_right_child; nominator += di1 - Yi1 * (di / Yi); denominator_squared += (Yi1 / Yi) * (1.0 - Yi1 / Yi) * ((Yi - di) / (Yi - 1)) * di; + + // Reduce number of samples at risk for next timepoint + num_samples_at_risk_right_child -= delta_samples_at_risk_right_child[i * num_timepoints + t]; } double logrank = -1; if (denominator_squared != 0) { @@ -270,8 +264,7 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::v } delete[] num_deaths_right_child; - delete[] num_samples_at_risk_right_child; + delete[] delta_samples_at_risk_right_child; delete[] num_samples_right_child; - } diff --git a/source/src/Tree/TreeSurvival.h b/source/src/Tree/TreeSurvival.h index 1e3be982e..2baeb02de 100644 --- a/source/src/Tree/TreeSurvival.h +++ b/source/src/Tree/TreeSurvival.h @@ -34,11 +34,12 @@ class TreeSurvival: public Tree { public: - TreeSurvival(std::vector* unique_timepoints, size_t status_varID); + TreeSurvival(std::vector* unique_timepoints, size_t status_varID, std::vector* response_timepointIDs); // Create from loaded forest TreeSurvival(std::vector>& child_nodeIDs, std::vector& split_varIDs, - std::vector& split_values, std::vector> chf, std::vector* unique_timepoints); + std::vector& split_values, std::vector> chf, std::vector* unique_timepoints, + std::vector* response_timepointIDs); virtual ~TreeSurvival(); @@ -60,7 +61,9 @@ class TreeSurvival: public Tree { // Called by splitNodeInternal(). Sets split_varIDs and split_values. bool findBestSplitLogRank(size_t nodeID, std::vector& possible_split_varIDs); - void computeDeathCounts(size_t& num_unique_death_times, size_t nodeID); + void computeDeathCounts(size_t nodeID); + void computeChildDeathCounts(size_t nodeID, size_t varID, std::vector& possible_split_values, + size_t* num_samples_right_child, size_t* num_samples_at_risk_right_child, size_t* num_deaths_right_child); void findBestSplitValueLogRank(size_t nodeID, size_t varID, std::vector& possible_split_values, double& best_value, size_t& best_varID, double& best_logrank); @@ -81,6 +84,7 @@ class TreeSurvival: public Tree { // Unique time points for all individuals (not only this bootstrap), sorted std::vector* unique_timepoints; size_t num_timepoints; + std::vector* response_timepointIDs; // For all terminal nodes CHF for all unique timepoints. For other nodes empty vector. std::vector> chf; From 54df1143094fb467c6f13dbbe752b7ea5cd4c665 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 3 Nov 2014 20:17:41 +0100 Subject: [PATCH 085/344] finish survival speedup --- R_package/test/test_ranger.R | 2 +- source/src/Tree/TreeSurvival.cpp | 23 +++++++++++++---------- test/profile_survival.R | 5 +---- 3 files changed, 15 insertions(+), 15 deletions(-) diff --git a/R_package/test/test_ranger.R b/R_package/test/test_ranger.R index 3d5953d26..4f29d485f 100644 --- a/R_package/test/test_ranger.R +++ b/R_package/test/test_ranger.R @@ -35,7 +35,7 @@ test_that("results have right number of independent variables", { }) test_that("unique death times in survival result is right", { - expect_that(rg.surv$unique.death.times, equals(sort(unique(veteran$time[veteran$status == 1])))) + expect_that(rg.surv$unique.death.times, equals(sort(unique(veteran$time)))) }) test_that("importance measures work", { diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 362600bbc..5d9cf4464 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -124,6 +124,7 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss continue; } + // Find best split value findBestSplitValueLogRank(nodeID, varID, possible_split_values, best_value, best_varID, best_logrank); } } @@ -151,7 +152,6 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss return result; } -// TODO: Here too with new idea? void TreeSurvival::computeDeathCounts(size_t nodeID) { // Initialize @@ -197,7 +197,6 @@ void TreeSurvival::computeChildDeathCounts(size_t nodeID, size_t varID, std::vec if (data->get(sampleID, status_varID) == 1) { ++num_deaths_right_child[i * num_timepoints + survival_timeID]; } - } else { break; } @@ -209,7 +208,7 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::v double& best_value, size_t& best_varID, double& best_logrank) { size_t num_splits = possible_split_values.size(); - // Initialize. Splitpoints x Timepoints + // Initialize size_t* num_deaths_right_child = new size_t[num_splits * num_timepoints]; size_t* delta_samples_at_risk_right_child = new size_t[num_splits * num_timepoints]; for (size_t i = 0; i < num_splits * num_timepoints; ++i) { @@ -229,24 +228,28 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::v double nominator = 0; double denominator_squared = 0; + // Stop if minimal node size reached size_t num_samples_left_child = sampleIDs[nodeID].size() - num_samples_right_child[i]; if (num_samples_right_child[i] < min_node_size || num_samples_left_child < min_node_size) { continue; } + // Compute logrank test statistic for this split size_t num_samples_at_risk_right_child = num_samples_right_child[i]; for (size_t t = 0; t < num_timepoints; ++t) { if (num_samples_at_risk[t] < 2) { break; } - // Nominator and demoninator for log-rank test, notation from Ishwaran et al. - double di = (double) num_deaths[t]; - double di1 = (double) num_deaths_right_child[i * num_timepoints + t]; - double Yi = (double) num_samples_at_risk[t]; - double Yi1 = (double) num_samples_at_risk_right_child; - nominator += di1 - Yi1 * (di / Yi); - denominator_squared += (Yi1 / Yi) * (1.0 - Yi1 / Yi) * ((Yi - di) / (Yi - 1)) * di; + if (num_deaths[t] > 0) { + // Nominator and demoninator for log-rank test, notation from Ishwaran et al. + double di = (double) num_deaths[t]; + double di1 = (double) num_deaths_right_child[i * num_timepoints + t]; + double Yi = (double) num_samples_at_risk[t]; + double Yi1 = (double) num_samples_at_risk_right_child; + nominator += di1 - Yi1 * (di / Yi); + denominator_squared += (Yi1 / Yi) * (1.0 - Yi1 / Yi) * ((Yi - di) / (Yi - 1)) * di; + } // Reduce number of samples at risk for next timepoint num_samples_at_risk_right_child -= delta_samples_at_risk_right_child[i * num_timepoints + t]; diff --git a/test/profile_survival.R b/test/profile_survival.R index 65506d6c9..344a402f5 100644 --- a/test/profile_survival.R +++ b/test/profile_survival.R @@ -4,7 +4,7 @@ library(ranger) library(randomForestSRC) library(microbenchmark) -ntree <- 50 +ntree <- 500 mtry <- 3 nodesize <- 10 formula <- Surv(time, status) ~. @@ -24,6 +24,3 @@ microbenchmark( SRC = rfsrc(formula, dat, ntree = ntree, mtry = mtry, nodesize = nodesize), times = 1) - -rg = ranger(formula, dat, num.trees = ntree, mtry = mtry, min.node.size = nodesize, write.forest = TRUE) -src = rfsrc(formula, dat, ntree = ntree, mtry = mtry, nodesize = nodesize) From f03498c05ecf16bd48923ab666142d3648dbab4c Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 3 Nov 2014 20:55:32 +0100 Subject: [PATCH 086/344] change array initalization to value initialization with 0 --- source/src/Tree/TreeClassification.cpp | 17 ++++------------- source/src/Tree/TreeProbability.cpp | 10 +++------- source/src/Tree/TreeRegression.cpp | 10 +++------- source/src/Tree/TreeSurvival.cpp | 13 +++---------- 4 files changed, 13 insertions(+), 37 deletions(-) diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 798d6d110..d7690e688 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -133,11 +133,8 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi size_t best_varID = 0; double best_value = 0; - size_t* class_counts = new size_t[num_classes]; + size_t* class_counts = new size_t[num_classes](); // Compute overall class counts - for (size_t i = 0; i < num_classes; ++i) { - class_counts[i] = 0; - } for (size_t i = 0; i < num_samples_node; ++i) { size_t sampleID = sampleIDs[nodeID][i]; uint sample_classID = (*response_classIDs)[sampleID]; @@ -184,15 +181,9 @@ void TreeClassification::findBestSplitValue(size_t nodeID, size_t varID, std::ve size_t num_splits = possible_split_values.size(); - // Initialize - size_t* class_counts_right = new size_t[num_splits * num_classes]; - for (size_t i = 0; i < num_splits * num_classes; ++i) { - class_counts_right[i] = 0; - } - size_t* n_right = new size_t[num_splits]; - for (size_t i = 0; i < num_splits; ++i) { - n_right[i] = 0; - } + // Initialize with 0 + size_t* class_counts_right = new size_t[num_splits * num_classes](); + size_t* n_right = new size_t[num_splits](); // Count samples in right child per class and possbile split for (auto& sampleID : sampleIDs[nodeID]) { diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index d1d8bbe75..cabc6c406 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -187,13 +187,9 @@ void TreeProbability::findBestSplitValue(size_t nodeID, size_t varID, std::vecto size_t num_splits = possible_split_values.size(); - // Initialize - double* sums_right = new double[num_splits]; - size_t* n_right = new size_t[num_splits]; - for (size_t i = 0; i < num_splits; ++i) { - sums_right[i] = 0; - n_right[i] = 0; - } + // Initialize with 0 + double* sums_right = new double[num_splits](); + size_t* n_right = new size_t[num_splits](); // Sum in right child and possbile split for (auto& sampleID : sampleIDs[nodeID]) { diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index 1c80f28ba..339c20a26 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -154,13 +154,9 @@ void TreeRegression::findBestSplitValue(size_t nodeID, size_t varID, std::vector size_t num_splits = possible_split_values.size(); - // Initialize - double* sums_right = new double[num_splits]; - size_t* n_right = new size_t[num_splits]; - for (size_t i = 0; i < num_splits; ++i) { - sums_right[i] = 0; - n_right[i] = 0; - } + // Initialize with 0 + double* sums_right = new double[num_splits](); + size_t* n_right = new size_t[num_splits](); // Sum in right child and possbile split for (auto& sampleID : sampleIDs[nodeID]) { diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 5d9cf4464..58bac708d 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -209,16 +209,9 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::v size_t num_splits = possible_split_values.size(); // Initialize - size_t* num_deaths_right_child = new size_t[num_splits * num_timepoints]; - size_t* delta_samples_at_risk_right_child = new size_t[num_splits * num_timepoints]; - for (size_t i = 0; i < num_splits * num_timepoints; ++i) { - num_deaths_right_child[i] = 0; - delta_samples_at_risk_right_child[i] = 0; - } - size_t* num_samples_right_child = new size_t[num_splits]; - for (size_t i = 0; i < num_splits; ++i) { - num_samples_right_child[i] = 0; - } + size_t* num_deaths_right_child = new size_t[num_splits * num_timepoints](); + size_t* delta_samples_at_risk_right_child = new size_t[num_splits * num_timepoints](); + size_t* num_samples_right_child = new size_t[num_splits](); computeChildDeathCounts(nodeID, varID, possible_split_values, num_samples_right_child, delta_samples_at_risk_right_child, num_deaths_right_child); From bf595aad792c7508a70c164c4d7be2b4225ac62c Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 3 Nov 2014 21:18:34 +0100 Subject: [PATCH 087/344] small changes and changelog --- CHANGELOG | 1 + source/src/Tree/TreeSurvival.cpp | 2 +- test/profile_survival.R | 13 ++++++++++++- 3 files changed, 14 insertions(+), 2 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index 219f572d8..10d83bcd8 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -3,6 +3,7 @@ ## Next version ## ----------------------------------------------------------------------- ## +- Speedup for survival forests with continuous covariates - R version: Generate seed from R. It is no longer necessary to set the seed argument in ranger calls. diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 58bac708d..f8e95ab90 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -230,7 +230,7 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::v // Compute logrank test statistic for this split size_t num_samples_at_risk_right_child = num_samples_right_child[i]; for (size_t t = 0; t < num_timepoints; ++t) { - if (num_samples_at_risk[t] < 2) { + if (num_samples_at_risk[t] < 2 || num_samples_at_risk_right_child < 1) { break; } diff --git a/test/profile_survival.R b/test/profile_survival.R index 344a402f5..aa7f60c39 100644 --- a/test/profile_survival.R +++ b/test/profile_survival.R @@ -13,12 +13,23 @@ n <- 500 p <- 6 beta <- c(1,0.5,0.1,0,1,2) -x <- matrix(rnorm(p*n, 1, 5), nrow = n) +## Binary covariates +x <- matrix(rbinom(p*n, 1, 0.5), nrow = n) time <- x %*% beta + rnorm(n, 0, 0.5) time <- time - min(time) status <- rbinom(n, 1, 0.7) dat <- data.frame(time, status, x) +microbenchmark( + Ranger = ranger(formula, dat, num.trees = ntree, mtry = mtry, min.node.size = nodesize), + SRC = rfsrc(formula, dat, ntree = ntree, mtry = mtry, nodesize = nodesize), + times = 1) +## Continuous covariates +x <- matrix(rnorm(p*n, 1, 5), nrow = n) +time <- x %*% beta + rnorm(n, 0, 0.5) +time <- time - min(time) +status <- rbinom(n, 1, 0.7) +dat <- data.frame(time, status, x) microbenchmark( Ranger = ranger(formula, dat, num.trees = ntree, mtry = mtry, min.node.size = nodesize), SRC = rfsrc(formula, dat, ntree = ntree, mtry = mtry, nodesize = nodesize), From 09b3b300de93bec7115524f42e698f4ca80c861d Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 3 Nov 2014 21:43:22 +0100 Subject: [PATCH 088/344] update TODO file --- TODO | 5 ----- 1 file changed, 5 deletions(-) diff --git a/TODO b/TODO index f1ba263b0..86086b4ce 100644 --- a/TODO +++ b/TODO @@ -3,11 +3,6 @@ ## TOOD software ## ----------------------------------------------------------------------- ## -- Initialize with new int[50](); -- Survival slower than with rfsrc for cont. covariates -- Survival pec prediction better with rfsrc -> why? - -> check pec function for rfsrc - ## ----------------------------------------------------------------------- ## ## Wishlist From 0e3839f7a4a9cc3205067a4a1b8800511c8ce13e Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 3 Nov 2014 21:43:34 +0100 Subject: [PATCH 089/344] add survival compare --- test/compare_survival.R | 46 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 46 insertions(+) create mode 100644 test/compare_survival.R diff --git a/test/compare_survival.R b/test/compare_survival.R new file mode 100644 index 000000000..d056db6e5 --- /dev/null +++ b/test/compare_survival.R @@ -0,0 +1,46 @@ + +library(survival) +library(ranger) +library(randomForestSRC) +library(pec) +library(prodlim) + +predictSurvProb.ranger <- function(object, newdata, times, ...) { + pred <- predict(object, newdata) + pos <- sapply(times, function(x) { + max(c(0, which(x >= pred$unique.death.times))) + }) + p <- cbind(1, predictions(pred))[, pos+1, drop = FALSE] + return(p) +} + +num_replicates <- 20 +ntree <- 500 +mtry <- 3 +nodesize <- 10 +formula <- Surv(time, status) ~. + +n <- 500 +p <- 6 +beta <- c(1,0.5,0.1,0,1,2) + +res <- replicate(num_replicates, { + ## Binary covariates + x <- matrix(rbinom(p*n, 1, 0.5), nrow = n) + time <- x %*% beta + rnorm(n, 0, 0.5) + time <- time - min(time) + status <- rbinom(n, 1, 0.7) + dat <- data.frame(time, status, x) + idx <- sample(n, 2/3*n) + dat_train <- dat[idx, ] + dat_test <- dat[-idx, ] + time <- sort(unique(dat_train$time)) + + rg = ranger(formula, dat_train, num.trees = ntree, mtry = mtry, min.node.size = nodesize, write.forest = TRUE) + src = rfsrc(formula, dat_train, ntree = ntree, mtry = mtry, nodesize = nodesize) + + fit.pec <- pec(list(Ranger = rg, rfsrc = src), formula = formula, data = dat_test, times = time, cens.model = "marginal") + crps(fit.pec)[, 1] +}) + +boxplot(t(res[2:3,])) From c72980db5b18d432be18fbecbd86aab25455b7d3 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 11 Nov 2014 13:25:08 +0100 Subject: [PATCH 090/344] next version --- CHANGELOG | 2 +- README | 4 ++-- release/ranger_0.1.4.tar.gz | Bin 0 -> 38612 bytes source/src/version.h | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) create mode 100644 release/ranger_0.1.4.tar.gz diff --git a/CHANGELOG b/CHANGELOG index 10d83bcd8..cbc6ee698 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,6 +1,6 @@ ## ----------------------------------------------------------------------- ## -## Next version +## Version 0.1.4 ## ----------------------------------------------------------------------- ## - Speedup for survival forests with continuous covariates diff --git a/README b/README index 3f2c49b88..1f522b6f0 100644 --- a/README +++ b/README @@ -1,6 +1,6 @@ -Ranger 0.1.3 +Ranger 0.1.4 Written by: @@ -25,7 +25,7 @@ Written by: install.packages("ranger_X.Y.Z.tar.gz") - in R from the directory where the downloaded archive is or give the full path. If any dependencies are missing (i.e. Rcpp), please install them from CRAN. R version >= 3.1 is required. Note that, for now, in Microsoft Windows no multithreading is supported (because the compiler in RTools is too old). + in R from the directory where the downloaded archive is or give the full path. If any dependencies are missing (i.e. Rcpp), please install them from CRAN. R version >= 3.1 is required. Note that, for now, in Microsoft Windows no multithreading is supported (The compiler in RTools is too old). To install the C++ version of Ranger in Linux or Mac OS X you will need a compiler supporting C++11 (i.e. gcc >= 4.7 or Clang >= 3.0) and Cmake. 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Grow until no change in prediction error +- Use Kaplan Meier instead of Nelson Aalen + -> New parameter ## ----------------------------------------------------------------------- ## From 4165cc0f2afe1a111c3cdfab76822cc7668dec0b Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 17 Nov 2014 18:18:46 +0100 Subject: [PATCH 095/344] update readme file --- README => README.txt | 16 +++++++++++----- 1 file changed, 11 insertions(+), 5 deletions(-) rename README => README.txt (78%) diff --git a/README b/README.txt similarity index 78% rename from README rename to README.txt index 1f522b6f0..6cbe8a73f 100644 --- a/README +++ b/README.txt @@ -23,9 +23,13 @@ Written by: To install the Ranger R package from the provided archive just run - install.packages("ranger_X.Y.Z.tar.gz") + install.packages("ranger_X.Y.Z.tar.gz”, repos = NULL, type = “source”) - in R from the directory where the downloaded archive is or give the full path. If any dependencies are missing (i.e. Rcpp), please install them from CRAN. R version >= 3.1 is required. Note that, for now, in Microsoft Windows no multithreading is supported (The compiler in RTools is too old). + in R from the directory where the downloaded archive is or give the full path. If any dependencies are missing (i.e. Rcpp), please install them from CRAN. R version >= 3.1 is required. To install the binary version in Microsoft Windows, use + + install.packages("ranger_X.Y.Z.zip”, repos = NULL) + + Note that, for now, no multithreading is supported on Windows platforms (the compiler in RTools is too old). To install the C++ version of Ranger in Linux or Mac OS X you will need a compiler supporting C++11 (i.e. gcc >= 4.7 or Clang >= 3.0) and Cmake. To build start a terminal from the Ranger main directory and run the following commands @@ -35,13 +39,15 @@ Written by: cmake .. make - After compilation there should be an executable called "ranger" in the current directory. + After compilation there should be an executable called "ranger" in the build directory. - To run Ranger in Microsoft Windows please use one of the provided binaries. + To run the C++ version in Microsoft Windows please cross compile or ask for a binary. 3. Usage - For usage of the R version see ?ranger in R. As a first example you could try ranger(Species ~ ., data = iris). + For usage of the R version see ?ranger in R. Most importantly, see the Examples section. 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    6M$BbKBDrs{W;Zx7g_!vE0%bR^VR>)(|O`YT%xYO#r0cK zX=NITl%crVz5`6&E%|*5jfd7m=J9i;zkBNbB@_OH+J7z8JriAX9`F78HGBZwAbP|^ z9Q+$h-zEA5&%J-ZJ|NQK1n`ss)(Z6z&p`Mi9y4n@Lj!Ba`&1B-tQ^rsHz$G#WwPhcRR`?ymP{|NYxH~)TjxFXA6cl!ZLivUGd^xsb9r(^!dNn&1pERY9W9^nK03;hu~cILmw{0I7PP4xY%htgFoRV5S}$fM&&Sas8I5-AiSJusL=OP|9I^ zAfRWDW=y*F$4ozRioYS!<41TO+H_XiuZezJp2u%fKBPJM_+y$MIK$r%=kdc=4|(o} ze#!G&(%c*O+wbAha^i#KP7o^t@+oB^6xvG4_Tzqe!=ovlKlH3*h3C0tRHgxb>Q_^X84OF{@=%F z4>@9p|C8gp6u)4&ckYkBEIedbq Date: Mon, 17 Nov 2014 18:35:51 +0100 Subject: [PATCH 097/344] update Readme file --- README.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.txt b/README.txt index 6cbe8a73f..855335b8c 100644 --- a/README.txt +++ b/README.txt @@ -29,7 +29,7 @@ Written by: install.packages("ranger_X.Y.Z.zip”, repos = NULL) - Note that, for now, no multithreading is supported on Windows platforms (the compiler in RTools is too old). + Note that, for now, no multithreading is supported in the R version on Windows platforms (the compiler in RTools is too old). To install the C++ version of Ranger in Linux or Mac OS X you will need a compiler supporting C++11 (i.e. gcc >= 4.7 or Clang >= 3.0) and Cmake. To build start a terminal from the Ranger main directory and run the following commands From e219d2ac61998c693b0718aca4d1323ed8df33a1 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 6 Jan 2015 16:39:28 +0100 Subject: [PATCH 098/344] add silke test --- test/silke/silke.R | 94 ++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 94 insertions(+) create mode 100644 test/silke/silke.R diff --git a/test/silke/silke.R b/test/silke/silke.R new file mode 100644 index 000000000..f983f8ab5 --- /dev/null +++ b/test/silke/silke.R @@ -0,0 +1,94 @@ +library(ranger) +library(randomForest) +library(epade) + +## ====================================================================== +## Simulation parameters +## ====================================================================== +n <- 500 +num_replicates <- 100 +#prop_case <- 0.5 +##prevalence <- 0.1 +OR <- c(1, 1, 1, 1, 2, 4, 0.25, 0.5) +freq <- 0.5 + +## ====================================================================== +## RF parameters +## ====================================================================== +num_trees <- 500 +mtry <- 4 +nodesize <- 5 + +## ====================================================================== +## Simulate data function +## ====================================================================== +simulate_data <- function(n, OR, freq) { + beta <- log(OR) + x <- replicate(length(OR), rbinom(n, 1, freq)) + z <- x %*% beta + prob_y <- 1/(1+exp(-z)) + y <- factor(rbinom(n, 1, prob_y)) + dat <- data.frame(y, x) + return(dat) +} + +## ====================================================================== +## Prediction error +## ====================================================================== +prediction_error <- replicate(num_replicates, { + dat <- simulate_data(n, OR, freq) + + rf <- randomForest(y ~ ., dat, ntree = num_trees, mtry = mtry, nodesize = nodesize) + rg <- ranger(y ~ ., dat, num.trees = num_trees, mtry = mtry, min.node.size = nodesize) + + c(rf$err.rate[num_trees, 1], rg$prediction.error) +}) + +## Scatter +plot(prediction_error[1, ], prediction_error[2, ], pch = 19) +abline(0, 1) + +## Bland Altman +bland.altman.ade(prediction_error[1, ], prediction_error[2, ], fitline = 2) + +## ====================================================================== +## Unscaled VIMP +## ====================================================================== +vimp <- replicate(num_replicates, { + dat <- simulate_data(n, OR, freq) + + rf <- randomForest(y ~ ., dat, ntree = num_trees, mtry = mtry, nodesize = nodesize, + importance = TRUE) + rg <- ranger(y ~ ., dat, num.trees = num_trees, mtry = mtry, min.node.size = nodesize, + importance = "permutation", scale.permutation.importance = FALSE) + + cbind(importance(rf, type = 1, scale = FALSE), importance(rg)) +}) + +## Scatter +plot(c(vimp[ , 1, ]), c(vimp[ , 2, ]), pch = 19) +abline(0, 1) + +## Bland Altman +bland.altman.ade(c(vimp[ , 1, ]), c(vimp[ , 2, ]), fitline = 2) + +## ====================================================================== +## Scaled VIMP +## ====================================================================== +vimp <- replicate(num_replicates, { + dat <- simulate_data(n, OR, freq) + + rf <- randomForest(y ~ ., dat, ntree = num_trees, mtry = mtry, nodesize = nodesize, + importance = TRUE) + rg <- ranger(y ~ ., dat, num.trees = num_trees, mtry = mtry, min.node.size = nodesize, + importance = "permutation", scale.permutation.importance = TRUE) + + cbind(importance(rf, type = 1, scale = TRUE), importance(rg)) +}) + +## Scatter +plot(c(vimp[ , 1, ]), c(vimp[ , 2, ]), pch = 19) +abline(0, 1) + +## Bland Altman +bland.altman.ade(c(vimp[ , 1, ]), c(vimp[ , 2, ]), fitline = 2) From 334adf7d163f42626a649d260c6f47a5a37350c0 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 5 Feb 2015 10:36:46 +0100 Subject: [PATCH 099/344] add project for R package --- R_package/ranger.Rproj | 13 +++++++++++++ 1 file changed, 13 insertions(+) create mode 100644 R_package/ranger.Rproj diff --git a/R_package/ranger.Rproj b/R_package/ranger.Rproj new file mode 100644 index 000000000..d063e8bc7 --- /dev/null +++ b/R_package/ranger.Rproj @@ -0,0 +1,13 @@ +Version: 1.0 + +RestoreWorkspace: Default +SaveWorkspace: Default +AlwaysSaveHistory: Default + +EnableCodeIndexing: Yes +UseSpacesForTab: Yes +NumSpacesForTab: 2 +Encoding: UTF-8 + +RnwWeave: knitr +LaTeX: pdfLaTeX From e4220889882ae505fc9114cdce578f705236407e Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 5 Feb 2015 10:36:50 +0100 Subject: [PATCH 100/344] add project for R package --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index e69de29bb..cd67eac66 100644 --- a/.gitignore +++ b/.gitignore @@ -0,0 +1 @@ +.Rproj.user From 53d3834a529759cfe58e057c049bc6763c8d0918 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 5 Feb 2015 10:37:07 +0100 Subject: [PATCH 101/344] clean up todo file --- TODO | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/TODO b/TODO index 00ab83b6c..5e02e0408 100644 --- a/TODO +++ b/TODO @@ -1,9 +1,4 @@ -## ----------------------------------------------------------------------- ## -## TOOD software -## ----------------------------------------------------------------------- ## - - ## ----------------------------------------------------------------------- ## ## Wishlist ## ----------------------------------------------------------------------- ## @@ -16,6 +11,7 @@ -> Auto mode for ntree? Grow until no change in prediction error - Use Kaplan Meier instead of Nelson Aalen -> New parameter +- Handle factor covariates: Search over all 2-partitions of factor levels ## ----------------------------------------------------------------------- ## From a0e0b409cb819dac92a65d09d2ed513c6f78ba9a Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 5 Feb 2015 10:37:25 +0100 Subject: [PATCH 102/344] set Rcpp fixed to 0.11.2 --- R_package/create_package.R | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/R_package/create_package.R b/R_package/create_package.R index 88621f4aa..18cc2899e 100644 --- a/R_package/create_package.R +++ b/R_package/create_package.R @@ -55,6 +55,7 @@ dcf <- read.dcf(dcf.file) dcf[1, "Title"] <- package.title dcf[1, "Description"] <- package.description dcf[1, "Version"] <- package.version +dcf[1, "Imports"] <- gsub(">= [0-9]+.[0-9]+.[0-9]+", ">= 0.11.2", dcf[1, "Imports"]) dcf.new <- cbind(cbind(dcf, "Depends" = package.depends), "Suggests" = package.suggests) write.dcf(dcf.new, dcf.file) @@ -81,5 +82,5 @@ library(package.name, character.only = TRUE) library(testthat) test_dir("test/", reporter = "summary") -## Remove -system(paste("cp", paste(package.name, "_", package.version, ".tar.gz", sep = ""), "~/myWork/vbox_share/")) +## Copy to vbox +##system(paste("cp", paste(package.name, "_", package.version, ".tar.gz", sep = ""), "~/myWork/vbox_share/")) From 90e792700de2a2740f5a28e6772729f966499000 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 5 Feb 2015 10:37:49 +0100 Subject: [PATCH 103/344] change doc and match.call to sys.call --- R_package/ranger.R | 26 ++++++++++++++++++++++---- 1 file changed, 22 insertions(+), 4 deletions(-) diff --git a/R_package/ranger.R b/R_package/ranger.R index dfbbc870c..609c637fe 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -51,8 +51,16 @@ ##' By setting \code{memory} to 'float' or 'char' the memory usage can be reduced with a possible loss of precision. ##' Use char only if all endpoints and covariates are integer values between -128 and 127 or factors with few levels. ##' -##' Multithreading is currently not supported for Microsoft Windows platforms. -##' +##' For GWAS data consider combining \code{ranger} with the \code{\link{GenABEL}} package. +##' See the Examples section below for a demonstration using \code{Plink} data. +##' Note that missing values are treated as an extra category while splitting. +##' +##' Notes: +##' \itemize{ +##' \item Independent variables of class \code{factor} are considered to be ordinal in the current implementation. +##' \item Multithreading is currently not supported for Microsoft Windows platforms. +##' } +##' ##' @title Ranger ##' @param formula Object of class \code{formula} or \code{character} describing the model to fit. ##' @param data Training data of class \code{data.frame} or \code{gwaa.data} (GenABEL). @@ -74,7 +82,7 @@ ##' @param status.variable.name Name of status variable, only applicable to survival data and needed if no formula given. Use 1 for event and 0 for censoring. ##' @return Object of class \code{ranger} with elements ##' \tabular{ll}{ -##' \code{forest} \tab Saved forest (If write.forest set to TRUE). \cr +##' \code{forest} \tab Saved forest (If write.forest set to TRUE). Note that the variable IDs in the \code{split.varIDs} object do not necessarily represent the column number in R. \cr ##' \code{predictions} \tab Predicted classes/values, based on out of bag samples (classification and regression only). \cr ##' \code{variable.importance} \tab Variable importance for each independent variable. \cr ##' \code{prediction.error} \tab Overall out of bag prediction error. For classification this is the fraction of missclassified samples, for regression the mean squared error and for survival one minus Harrell's c-index. \cr @@ -118,6 +126,16 @@ ##' ##' ## Alternative interface ##' ranger(dependent.variable.name = "Species", data = iris) +##' +##' \dontrun{ +##' ## Use GenABEL interface to read Plink data into R and grow a classification forest +##' ## The ped and map files are not included +##' library(GenABEL) +##' convert.snp.ped("data.ped", "data.map", "data.raw") +##' dat.gwaa <- load.gwaa.data("data.pheno", "data.raw") +##' phdata(dat.gwaa)$trait <- factor(phdata(dat.gwaa)$trait) +##' ranger(trait ~ ., data = dat.gwaa) +##' } ##' ##' @author Marvin N. Wright ##' @references @@ -360,7 +378,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, if (treetype == 3) { result$r.squared <- 1 - result$prediction.error / var(response) } - result$call <- match.call() + result$call <- sys.call() result$memory.mode <- memory result$importance.mode <- importance result$num.samples <- nrow(data.final) From 7c8168149e0578063793be48c991df8c06d60ac2 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 5 Feb 2015 10:40:44 +0100 Subject: [PATCH 104/344] version bump to 0.1.5 --- CHANGELOG | 9 ++++++--- release/ranger_0.1.5.tar.gz | Bin 0 -> 39722 bytes source/src/version.h | 2 +- 3 files changed, 7 insertions(+), 4 deletions(-) create mode 100644 release/ranger_0.1.5.tar.gz diff --git a/CHANGELOG b/CHANGELOG index cbc6ee698..f3add1cb0 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,8 +1,13 @@ +## ----------------------------------------------------------------------- ## +## Version 0.1.5 +## ----------------------------------------------------------------------- ## +- Set required Rcpp version to 0.11.2 +- Minor changes to documentation +- Fix large $call objects when using BatchJobs ## ----------------------------------------------------------------------- ## ## Version 0.1.4 ## ----------------------------------------------------------------------- ## - - Speedup for survival forests with continuous covariates - R version: Generate seed from R. It is no longer necessary to set the seed argument in ranger calls. @@ -10,13 +15,11 @@ ## ----------------------------------------------------------------------- ## ## Version 0.1.3 ## ----------------------------------------------------------------------- ## - - Windows support for R version (without multithreading) ## ----------------------------------------------------------------------- ## ## Version 0.1.2 ## ----------------------------------------------------------------------- ## - - Speedup growing of regression and probability prediction forests - Prediction forests are now handled like regression forests: MSE used for prediction error and permutation importance diff --git a/release/ranger_0.1.5.tar.gz b/release/ranger_0.1.5.tar.gz new file mode 100644 index 0000000000000000000000000000000000000000..3219a30f01634735ec1bb65867cfdab8f81fa272 GIT binary patch literal 39722 zcmZs?Q*b3*)U_LTY}>YN+es%K8{M(7W81cEn;qM>)v@;e-|w&QRGm|G*2QzPs@Bb# 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zPi?h!$M&E2aWiB8xmMbL-pN00Aa=NO@YCL5`{%twOmSh1#N5wfrP*jTHdnN7RcSt5 X{wx2L|H^;g?7#mXvlAv=0EPqrCQt16 literal 0 HcmV?d00001 diff --git a/source/src/version.h b/source/src/version.h index 05b3bbe39..b36a2a24a 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.1.4" +#define RANGER_VERSION "0.1.5" #endif From 33d5daf0295e1600acef5edfa5b773ae927be50c Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 5 Feb 2015 13:02:36 +0100 Subject: [PATCH 105/344] remove note again from help --- R_package/ranger.R | 1 - release/ranger_0.1.5.tar.gz | Bin 39722 -> 39650 bytes 2 files changed, 1 deletion(-) diff --git a/R_package/ranger.R b/R_package/ranger.R index 609c637fe..bab176bb9 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -57,7 +57,6 @@ ##' ##' Notes: ##' \itemize{ -##' \item Independent variables of class \code{factor} are considered to be ordinal in the current implementation. ##' \item Multithreading is currently not supported for Microsoft Windows platforms. ##' } ##' diff --git a/release/ranger_0.1.5.tar.gz b/release/ranger_0.1.5.tar.gz index 3219a30f01634735ec1bb65867cfdab8f81fa272..c5a91b11b72299d5fb529001af2715660bb21292 100644 GIT binary patch delta 38384 zcmX`Sb6e)`8@8Km+pft?m~7iknp~63Pj2#L*JNX|jmfrcTlf8Z*IK`4{j)fvG z+>UcUDw?78nxKBi0bhA}mv?>b{JWZN>1RLYNk6hmlBNj4T{z;Vr|4fF|E!&!<^_0y zx7^yv1*~RM39zX&byMMv{a-HZV(b+^F{Y%E(a*c8j%G=Gh?;Q8tT_GME9F4?OdDMn%6d}E)?mHfl)7o&a)ViVF~9MjGmba z9V7Q2fkfzqqWLds4wJxONKzvQ>2T$zjT@G`2)EDd{FpqFH;va{2L*n?1w^} zKF{|Y?pT$5fYn_WfBytUpg$Z+ARNuafgEz!oJ5K-WSdY%m5+$li~wRnFgN>r)x>kp z4J8D`NJJN6{YZ5s1=TLs{x@6uvDDbZmMTZlmm{WNoiHlt*Fdbb%hi)v$ zLgHfJmrqwZgd*0af)z$z!A?AP<_cjX`4p=_4qN~j5Yt2_yh#|uAz7bl=t|>R6k=K7 zI}?{Fd6qu3*cfVB!xHK8ZfiGMCExj}vC?#9O;e$gN3qmMWXDs+_kn>v9fz$4=PMW$ zE>tDAxI|p7e`xLF5&o^!VyUsk!|on>QZnvZOn-tXD%btqRXj@!>Thm3$#RwcSuB~l8z0BqW*Im!&P;rBK(g#YY03o zc@jbma}+Cx81HIOO;8f!$@~-rDzftx90|?9R2?y_Fb}t)RzICxx3|{M(x-Vh0v@=e 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z_U%9BFWuCbos)5d9cr0^r0phcv$Tt?e`}*yiA}U*Xy|m2m_b@KrnUi9k8jd8)I(=k z;fR~F+EYk2tO^xu5F%DC6|Yvd;V%!Tp-vaS^B#T!rq50;U2F1Va_KVrPi?h!$M&E2 zaWiB8xmMbL-pN00Aa=NO@YCL5`{%twOmSh1#N5wfrP*jTHdnN7RcSt5{wx2L5dX@5 Q-|WBtAF~rCT>ypz0JGmnQvd(} From 1017a8acdac0aed81f83c3b0d0d96d5d95942b69 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 5 Feb 2015 13:50:53 +0100 Subject: [PATCH 106/344] add GenABEL part to doc --- CHANGELOG | 3 ++- R_package/ranger.R | 2 ++ TODO | 2 ++ 3 files changed, 6 insertions(+), 1 deletion(-) diff --git a/CHANGELOG b/CHANGELOG index f3add1cb0..a052f922e 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -2,8 +2,9 @@ ## Version 0.1.5 ## ----------------------------------------------------------------------- ## - Set required Rcpp version to 0.11.2 -- Minor changes to documentation - Fix large $call objects when using BatchJobs +- Add details and example on GenABEL usage to documentation +- Minor changes to documentation ## ----------------------------------------------------------------------- ## ## Version 0.1.4 diff --git a/R_package/ranger.R b/R_package/ranger.R index bab176bb9..f9dffb83f 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -53,6 +53,8 @@ ##' ##' For GWAS data consider combining \code{ranger} with the \code{\link{GenABEL}} package. ##' See the Examples section below for a demonstration using \code{Plink} data. +##' All SNPs in the \code{GenABEL} object will be used for splitting. +##' To use only the SNPs without sex or other covariates from the phenotype file, use \code{0} on the right hand side of the formula. ##' Note that missing values are treated as an extra category while splitting. ##' ##' Notes: diff --git a/TODO b/TODO index 5e02e0408..063926edf 100644 --- a/TODO +++ b/TODO @@ -4,6 +4,8 @@ ## ----------------------------------------------------------------------- ## - Handle missing data + -> Now misssing values in GenABEL object (-1) are treated as 0, because + only 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zsozD5H7U|5ae^{Cbd=|k)=RM1aZ*=~CY>fLq`w9~n>!f;KgxfPn2!ylchrcWIp9eo zGwY$|CPEKu92_j^nFB7Y9!Igvj#rrPZp*VsxuS@d<~-5ohLhETO!jcYx9~jxWUkc~ zm(p;aGA03W>+sW)#Izmjfsw`Z7X{pI;H^7Ca1y~+puV7evqcZ-7a)uxfKEJBiQMS-v7a4T~jYn*T$3T{KY^79N)D_o9xZ!~|Zn{`S|+ zx;O^(pwBIySuPEToI-(X}e>K?y!HZufxmjsK4keMxCzV=p`dU zLzsmacj~y%y_Vy`Hskrw&_l}fXdaJGR%9P9O~9oYE>6DVD1TI_M6C?g*2@N5M8Xo1gSd`PEM4J58k2LrgHyVJoGs2P8hiSy3CJL8@>oen8VT*z@=$Cl?`kCPJnLhbh*A%9WD+d8k^;p5%WVu4ihz?Hdw?PR0>-sAUS0wwtug z(k`~HjbbG>(UPH|(?wziY1Nq822?%1N!w5lon?h1Zq8~?A=$7hRIovaSh-ZZTG?QR zzdW3VI$iwEd-x5QK0CQ|t;vtcrOWI;wbj}k+kfK6&5Zr$dTIZ8C;zm8*x}B>PkV>$ upZ5+i#f32vb3cofW~0^ET+zN&rTKLEul!g3EB}47|NeiyX&kfwh6DfzamoDv From 620dfb7b467360eae691772249a6f2ff6806b49b Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 9 Feb 2015 18:47:12 +0100 Subject: [PATCH 108/344] save only the terminal nodeID in prediction, saving memory? --- source/src/Forest/ForestClassification.cpp | 48 +++++++++++----------- source/src/Forest/ForestProbability.cpp | 6 +-- source/src/Forest/ForestRegression.cpp | 6 +-- source/src/Forest/ForestSurvival.cpp | 12 +++--- source/src/Tree/Tree.cpp | 10 ++--- source/src/Tree/Tree.h | 11 +---- source/src/Tree/TreeClassification.cpp | 9 ++-- source/src/Tree/TreeClassification.h | 11 +++-- source/src/Tree/TreeProbability.cpp | 13 +++--- source/src/Tree/TreeProbability.h | 13 +++--- source/src/Tree/TreeRegression.cpp | 13 +++--- source/src/Tree/TreeRegression.h | 11 +++-- source/src/Tree/TreeSurvival.cpp | 9 ++-- source/src/Tree/TreeSurvival.h | 13 +++--- source/src/version.h | 2 +- 15 files changed, 81 insertions(+), 106 deletions(-) diff --git a/source/src/Forest/ForestClassification.cpp b/source/src/Forest/ForestClassification.cpp index 4e36904b6..aa19cc17e 100644 --- a/source/src/Forest/ForestClassification.cpp +++ b/source/src/Forest/ForestClassification.cpp @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #include #include @@ -104,7 +104,7 @@ void ForestClassification::growInternal() { void ForestClassification::predictInternal() { // First dim trees, second dim samples - size_t num_prediction_samples = trees[0]->getPredictions()[0].size(); + size_t num_prediction_samples = data->getNumRows(); predictions.reserve(num_prediction_samples); // For all samples take majority vote over all trees @@ -113,7 +113,7 @@ void ForestClassification::predictInternal() { // Count classes over trees and save class with maximum count std::unordered_map class_count; for (size_t tree_idx = 0; tree_idx < num_trees; ++tree_idx) { - double value = trees[tree_idx]->getPredictions()[0][sample_idx]; + double value = ((TreeClassification*) trees[tree_idx])->getPrediction(sample_idx); ++class_count[value]; } @@ -136,7 +136,7 @@ void ForestClassification::computePredictionErrorInternal() { for (size_t tree_idx = 0; tree_idx < num_trees; ++tree_idx) { for (size_t sample_idx = 0; sample_idx < trees[tree_idx]->getNumSamplesOob(); ++sample_idx) { size_t sampleID = trees[tree_idx]->getOobSampleIDs()[sample_idx]; - double value = trees[tree_idx]->getPredictions()[0][sample_idx]; + double value = ((TreeClassification*) trees[tree_idx])->getPrediction(sample_idx); ++class_counts[sampleID][value]; } } diff --git a/source/src/Forest/ForestProbability.cpp b/source/src/Forest/ForestProbability.cpp index de6f27d0b..1580b08b5 100644 --- a/source/src/Forest/ForestProbability.cpp +++ b/source/src/Forest/ForestProbability.cpp @@ -105,7 +105,7 @@ void ForestProbability::growInternal() { void ForestProbability::predictInternal() { // First dim samples, second dim classes - size_t num_prediction_samples = trees[0]->getPredictions().size(); + size_t num_prediction_samples = data->getNumRows(); predictions.resize(num_prediction_samples); for (size_t i = 0; i < num_prediction_samples; ++i) { predictions[i].resize(class_values.size(), 0); @@ -116,7 +116,7 @@ void ForestProbability::predictInternal() { // For each sample compute proportions in each tree and average over trees for (size_t tree_idx = 0; tree_idx < num_trees; ++tree_idx) { - std::vector counts = trees[tree_idx]->getPredictions()[sample_idx]; + std::vector counts = ((TreeProbability*) trees[tree_idx])->getPrediction(sample_idx); for (size_t class_idx = 0; class_idx < counts.size(); ++class_idx) { predictions[sample_idx][class_idx] += counts[class_idx] / num_trees; @@ -139,7 +139,7 @@ void ForestProbability::computePredictionErrorInternal() { for (size_t tree_idx = 0; tree_idx < num_trees; ++tree_idx) { for (size_t sample_idx = 0; sample_idx < trees[tree_idx]->getNumSamplesOob(); ++sample_idx) { size_t sampleID = trees[tree_idx]->getOobSampleIDs()[sample_idx]; - std::vector counts = trees[tree_idx]->getPredictions()[sample_idx]; + std::vector counts = ((TreeProbability*) trees[tree_idx])->getPrediction(sample_idx); for (size_t class_idx = 0; class_idx < counts.size(); ++class_idx) { predictions[sampleID][class_idx] += counts[class_idx]; diff --git a/source/src/Forest/ForestRegression.cpp b/source/src/Forest/ForestRegression.cpp index f2421da66..616042254 100644 --- a/source/src/Forest/ForestRegression.cpp +++ b/source/src/Forest/ForestRegression.cpp @@ -82,14 +82,14 @@ void ForestRegression::growInternal() { void ForestRegression::predictInternal() { - size_t num_prediction_samples = trees[0]->getPredictions()[0].size(); + size_t num_prediction_samples = data->getNumRows(); predictions.reserve(num_prediction_samples); // For all samples use mean over all trees for (size_t sample_idx = 0; sample_idx < num_prediction_samples; ++sample_idx) { double prediction_sum = 0; for (size_t tree_idx = 0; tree_idx < num_trees; ++tree_idx) { - prediction_sum += trees[tree_idx]->getPredictions()[0][sample_idx]; + prediction_sum += ((TreeRegression*) trees[tree_idx])->getPrediction(sample_idx); } std::vector temp; temp.push_back(prediction_sum / num_trees); @@ -110,7 +110,7 @@ void ForestRegression::computePredictionErrorInternal() { for (size_t tree_idx = 0; tree_idx < num_trees; ++tree_idx) { for (size_t sample_idx = 0; sample_idx < trees[tree_idx]->getNumSamplesOob(); ++sample_idx) { size_t sampleID = trees[tree_idx]->getOobSampleIDs()[sample_idx]; - double value = trees[tree_idx]->getPredictions()[0][sample_idx]; + double value = ((TreeRegression*) trees[tree_idx])->getPrediction(sample_idx); predictions[sampleID][0] += value; ++samples_oob_count[sampleID]; diff --git a/source/src/Forest/ForestSurvival.cpp b/source/src/Forest/ForestSurvival.cpp index 56f040cff..8e1d9d0cf 100644 --- a/source/src/Forest/ForestSurvival.cpp +++ b/source/src/Forest/ForestSurvival.cpp @@ -88,7 +88,7 @@ void ForestSurvival::initInternal(std::string status_variable_name) { // Create unique timepoints std::set unique_timepoint_set; for (size_t i = 0; i < num_samples; ++i) { - unique_timepoint_set.insert(data->get(i, dependent_varID)); + unique_timepoint_set.insert(data->get(i, dependent_varID)); } unique_timepoints.reserve(unique_timepoint_set.size()); for (auto& t : unique_timepoint_set) { @@ -116,8 +116,8 @@ void ForestSurvival::growInternal() { void ForestSurvival::predictInternal() { - size_t num_prediction_samples = trees[0]->getPredictions().size(); - size_t num_timepoints = trees[0]->getPredictions()[0].size(); + size_t num_prediction_samples = data->getNumRows(); + size_t num_timepoints = ((TreeSurvival*) trees[0])->getPrediction(0).size(); predictions.reserve(num_prediction_samples); @@ -129,7 +129,7 @@ void ForestSurvival::predictInternal() { for (size_t j = 0; j < num_timepoints; ++j) { double sample_time_prediction = 0; for (size_t k = 0; k < num_trees; ++k) { - sample_time_prediction += trees[k]->getPredictions()[i][j]; + sample_time_prediction += ((TreeSurvival*) trees[k])->getPrediction(i)[j]; } sample_prediction.push_back(sample_time_prediction / num_trees); } @@ -140,7 +140,7 @@ void ForestSurvival::predictInternal() { void ForestSurvival::computePredictionErrorInternal() { - size_t num_timepoints = trees[0]->getPredictions()[0].size(); + size_t num_timepoints = ((TreeSurvival*) trees[0])->getPrediction(0).size(); // For each sample sum over trees where sample is OOB std::vector samples_oob_count; @@ -154,7 +154,7 @@ void ForestSurvival::computePredictionErrorInternal() { for (size_t tree_idx = 0; tree_idx < num_trees; ++tree_idx) { for (size_t sample_idx = 0; sample_idx < trees[tree_idx]->getNumSamplesOob(); ++sample_idx) { size_t sampleID = trees[tree_idx]->getOobSampleIDs()[sample_idx]; - std::vector tree_sample_chf = trees[tree_idx]->getPredictions()[sample_idx]; + std::vector tree_sample_chf = ((TreeSurvival*) trees[tree_idx])->getPrediction(sample_idx); for (size_t time_idx = 0; time_idx < tree_sample_chf.size(); ++time_idx) { predictions[sampleID][time_idx] += tree_sample_chf[time_idx]; diff --git a/source/src/Tree/Tree.cpp b/source/src/Tree/Tree.cpp index e5a3218ba..17fdbf4d8 100644 --- a/source/src/Tree/Tree.cpp +++ b/source/src/Tree/Tree.cpp @@ -105,7 +105,7 @@ void Tree::predict(const Data* prediction_data, bool oob_prediction) { num_samples_predict = prediction_data->getNumRows(); } - reservePredictionMemory(num_samples_predict); + prediction_terminal_nodeIDs.resize(num_samples_predict, 0); // For each sample start in root, drop down the tree and return final value for (size_t i = 0; i < num_samples_predict; ++i) { @@ -134,7 +134,7 @@ void Tree::predict(const Data* prediction_data, bool oob_prediction) { } } - addPrediction(nodeID, i); + prediction_terminal_nodeIDs[i] = nodeID; } } @@ -147,8 +147,8 @@ void Tree::computePermutationImportance() { // Compute normal prediction accuracy for each tree. Predictions already computed.. double accuracy_normal = computePredictionAccuracyInternal(); - predictions.clear(); - reservePredictionMemory(num_samples_oob); + prediction_terminal_nodeIDs.clear(); + prediction_terminal_nodeIDs.resize(num_samples_oob, 0); // Reserve space for permutations, initialize with oob_sampleIDs std::vector permutations(oob_sampleIDs); @@ -279,7 +279,7 @@ void Tree::permuteAndPredictOobSamples(size_t permuted_varID, std::vector& getVariableImportance() const { return variable_importance; } - const std::vector>& getPredictions() const { - return predictions; - } const std::vector >& getChildNodeIDs() const { return child_nodeIDs; } @@ -102,8 +98,6 @@ class Tree { void bootstrap(); void bootstrapWithoutReplacement(); - virtual void reservePredictionMemory(size_t num_predictions) = 0; - virtual void cleanUpInternal() = 0; size_t dependent_varID; @@ -154,9 +148,8 @@ class Tree { ImportanceMode importance_mode; // When growing here the OOB set is used - // For classification and regression only one vector with samples - // For survival for each sample one vector for timepoints - std::vector> predictions; + // Terminal nodeIDs for prediction samples + std::vector prediction_terminal_nodeIDs; bool sample_with_replacement; diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index d7690e688..8907351cf 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -54,10 +54,6 @@ void TreeClassification::initInternal() { // Empty on purpose } -void TreeClassification::addPrediction(size_t nodeID, size_t sampleID) { - predictions[0][sampleID] = split_values[nodeID]; -} - double TreeClassification::estimate(size_t nodeID) { // Count classes over samples in node and return class with maximum count @@ -113,10 +109,11 @@ void TreeClassification::createEmptyNodeInternal() { double TreeClassification::computePredictionAccuracyInternal() { - size_t num_predictions = predictions[0].size(); + size_t num_predictions = prediction_terminal_nodeIDs.size(); size_t num_missclassifications = 0; for (size_t i = 0; i < num_predictions; ++i) { - double predicted_value = predictions[0][i]; + size_t terminal_nodeID = prediction_terminal_nodeIDs[i]; + double predicted_value = split_values[terminal_nodeID]; double real_value = data->get(oob_sampleIDs[i], dependent_varID); if (predicted_value != real_value) { ++num_missclassifications; diff --git a/source/src/Tree/TreeClassification.h b/source/src/Tree/TreeClassification.h index 02e8f3264..1f9fe98a5 100644 --- a/source/src/Tree/TreeClassification.h +++ b/source/src/Tree/TreeClassification.h @@ -44,11 +44,15 @@ class TreeClassification: public Tree { void initInternal(); - void addPrediction(size_t nodeID, size_t sampleID); double estimate(size_t nodeID); void computePermutationImportanceInternal(std::vector>* permutations); void appendToFileInternal(std::ofstream& file); + double getPrediction(size_t sampleID) const { + size_t terminal_nodeID = prediction_terminal_nodeIDs[sampleID]; + return (split_values[terminal_nodeID]); + } + private: bool splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs); void createEmptyNodeInternal(); @@ -62,11 +66,6 @@ class TreeClassification: public Tree { void addGiniImportance(size_t nodeID, size_t varID, double decrease); - void reservePredictionMemory(size_t num_predictions) { - predictions.push_back(std::vector()); - predictions[0].resize(num_predictions, 0); - } - void cleanUpInternal() { // Empty on purpose } diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index cabc6c406..89d946ebf 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -48,11 +48,6 @@ void TreeProbability::initInternal() { // Empty on purpose } -void TreeProbability::addPrediction(size_t nodeID, size_t sampleID) { - - predictions[sampleID] = terminal_class_counts[nodeID]; -} - void TreeProbability::addToTerminalNodes(size_t nodeID) { size_t num_samples_in_node = sampleIDs[nodeID].size(); @@ -127,14 +122,16 @@ void TreeProbability::createEmptyNodeInternal() { double TreeProbability::computePredictionAccuracyInternal() { + size_t num_predictions = prediction_terminal_nodeIDs.size(); double sum_of_squares = 0; - for (size_t i = 0; i < predictions.size(); ++i) { + for (size_t i = 0; i < num_predictions; ++i) { size_t sampleID = oob_sampleIDs[i]; size_t real_classID = (*response_classIDs)[sampleID]; - double predicted_value = predictions[i][real_classID]; + size_t terminal_nodeID = prediction_terminal_nodeIDs[i]; + double predicted_value = terminal_class_counts[terminal_nodeID][real_classID]; sum_of_squares += (1 - predicted_value) * (1 - predicted_value); } - return (1.0 - sum_of_squares / (double) predictions.size()); + return (1.0 - sum_of_squares / (double) num_predictions); } bool TreeProbability::findBestSplit(size_t nodeID, std::vector& possible_split_varIDs) { diff --git a/source/src/Tree/TreeProbability.h b/source/src/Tree/TreeProbability.h index 50728b172..96627e3e0 100644 --- a/source/src/Tree/TreeProbability.h +++ b/source/src/Tree/TreeProbability.h @@ -47,11 +47,15 @@ class TreeProbability: public Tree { void initInternal(); - void addPrediction(size_t nodeID, size_t sampleID); void addToTerminalNodes(size_t nodeID); void computePermutationImportanceInternal(std::vector>* permutations); void appendToFileInternal(std::ofstream& file); + const std::vector& getPrediction(size_t sampleID) const { + size_t terminal_nodeID = prediction_terminal_nodeIDs[sampleID]; + return (terminal_class_counts[terminal_nodeID]); + } + const std::vector>& getTerminalClassCounts() const { return terminal_class_counts; } @@ -69,13 +73,6 @@ class TreeProbability: public Tree { void addImpurityImportance(size_t nodeID, size_t varID, double decrease); - void reservePredictionMemory(size_t num_predictions) { - predictions.resize(num_predictions, std::vector()); - for (size_t i = 0; i < num_predictions; ++i) { - predictions[i].resize(class_values->size(), 0); - } - } - void cleanUpInternal() { // Empty on purpose } diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index 339c20a26..9468b4368 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -51,10 +51,6 @@ void TreeRegression::initInternal() { // Empty on purpose } -void TreeRegression::addPrediction(size_t nodeID, size_t sampleID) { - predictions[0][sampleID] = split_values[nodeID]; -} - double TreeRegression::estimate(size_t nodeID) { // Mean of responses of samples in node @@ -93,15 +89,18 @@ void TreeRegression::createEmptyNodeInternal() { } double TreeRegression::computePredictionAccuracyInternal() { + + size_t num_predictions = prediction_terminal_nodeIDs.size(); double sum_of_squares = 0; - for (size_t i = 0; i < predictions[0].size(); ++i) { - double predicted_value = predictions[0][i]; + for (size_t i = 0; i < num_predictions; ++i) { + size_t terminal_nodeID = prediction_terminal_nodeIDs[i]; + double predicted_value = split_values[terminal_nodeID]; double real_value = data->get(oob_sampleIDs[i], dependent_varID); if (predicted_value != real_value) { sum_of_squares += (predicted_value - real_value) * (predicted_value - real_value); } } - return (1.0 - sum_of_squares / (double) predictions[0].size()); + return (1.0 - sum_of_squares / (double) num_predictions); } bool TreeRegression::findBestSplit(size_t nodeID, std::vector& possible_split_varIDs) { diff --git a/source/src/Tree/TreeRegression.h b/source/src/Tree/TreeRegression.h index e8c3b60a5..fab42b2b8 100644 --- a/source/src/Tree/TreeRegression.h +++ b/source/src/Tree/TreeRegression.h @@ -44,11 +44,15 @@ class TreeRegression: public Tree { void initInternal(); - void addPrediction(size_t nodeID, size_t sampleID); double estimate(size_t nodeID); void computePermutationImportanceInternal(std::vector>* permutations); void appendToFileInternal(std::ofstream& file); + double getPrediction(size_t sampleID) const { + size_t terminal_nodeID = prediction_terminal_nodeIDs[sampleID]; + return (split_values[terminal_nodeID]); + } + private: bool splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs); void createEmptyNodeInternal(); @@ -64,11 +68,6 @@ class TreeRegression: public Tree { double computePredictionMSE(); - void reservePredictionMemory(size_t num_predictions) { - predictions.push_back(std::vector()); - predictions[0].resize(num_predictions, 0); - } - void cleanUpInternal() { // Empty on purpose } diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index f8e95ab90..1cf6bce09 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -61,10 +61,6 @@ void TreeSurvival::initInternal() { num_samples_at_risk = new size_t[num_timepoints]; } -void TreeSurvival::addPrediction(size_t nodeID, size_t sampleID) { - predictions[sampleID] = chf[nodeID]; -} - void TreeSurvival::appendToFileInternal(std::ofstream& file) { // Convert to vector without empty elements and save @@ -93,8 +89,9 @@ double TreeSurvival::computePredictionAccuracyInternal() { // Compute summed chf for samples std::vector sum_chf; - for (size_t i = 0; i < predictions.size(); ++i) { - sum_chf.push_back(std::accumulate(predictions[i].begin(), predictions[i].end(), 0)); + for (size_t i = 0; i < prediction_terminal_nodeIDs.size(); ++i) { + size_t terminal_nodeID = prediction_terminal_nodeIDs[i]; + sum_chf.push_back(std::accumulate(chf[terminal_nodeID].begin(), chf[terminal_nodeID].end(), 0)); } // Return concordance index diff --git a/source/src/Tree/TreeSurvival.h b/source/src/Tree/TreeSurvival.h index 2baeb02de..f0e3d88e5 100644 --- a/source/src/Tree/TreeSurvival.h +++ b/source/src/Tree/TreeSurvival.h @@ -45,7 +45,6 @@ class TreeSurvival: public Tree { void initInternal(); - void addPrediction(size_t nodeID, size_t sampleID); void appendToFileInternal(std::ofstream& file); void computePermutationImportanceInternal(std::vector>* permutations); @@ -53,6 +52,11 @@ class TreeSurvival: public Tree { return chf; } + const std::vector& getPrediction(size_t sampleID) const { + size_t terminal_nodeID = prediction_terminal_nodeIDs[sampleID]; + return (chf[terminal_nodeID]); + } + private: bool splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs); void createEmptyNodeInternal(); @@ -67,13 +71,6 @@ class TreeSurvival: public Tree { void findBestSplitValueLogRank(size_t nodeID, size_t varID, std::vector& possible_split_values, double& best_value, size_t& best_varID, double& best_logrank); - void reservePredictionMemory(size_t num_predictions) { - predictions.resize(num_predictions, std::vector()); - for (auto& sample_vector : predictions) { - sample_vector.resize(num_timepoints, 0); - } - } - void cleanUpInternal() { delete[] num_deaths; delete[] num_samples_at_risk; diff --git a/source/src/version.h b/source/src/version.h index b36a2a24a..504da1697 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.1.5" +#define RANGER_VERSION "0.1.6" #endif From 043fcea68b8b25789ae83b90690d7bb372067e4f Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 9 Feb 2015 19:00:20 +0100 Subject: [PATCH 109/344] add changes to changelog --- CHANGELOG | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/CHANGELOG b/CHANGELOG index a052f922e..f4c729827 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,8 @@ +## ----------------------------------------------------------------------- ## +## Version 0.1.6 +## ----------------------------------------------------------------------- ## +- Optimize memory management for very large survival forests + ## ----------------------------------------------------------------------- ## ## Version 0.1.5 ## ----------------------------------------------------------------------- ## From 89c5a0c40f5e0d7c7e8f54089a8f8f5f55de20f9 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 18 Feb 2015 11:47:02 +0100 Subject: [PATCH 110/344] add parameter to respect unordered factors --- R_package/predict.R | 13 ++++--- R_package/ranger.R | 20 +++++++++- R_package/rangerCpp.cpp | 52 ++++++++++++++------------ source/src/Forest/Forest.cpp | 33 +++++++++++++--- source/src/Forest/Forest.h | 12 ++++-- source/src/main.cpp | 2 +- source/src/utility/ArgumentHandler.cpp | 8 +++- source/src/utility/ArgumentHandler.h | 1 + source/src/version.h | 2 +- test/test_r.R | 19 ++++++++++ 10 files changed, 121 insertions(+), 41 deletions(-) diff --git a/R_package/predict.R b/R_package/predict.R index 713a57af1..88a633a34 100644 --- a/R_package/predict.R +++ b/R_package/predict.R @@ -157,13 +157,16 @@ predict.ranger.forest <- function(object, data, seed = NULL, num.threads = NULL, write.forest <- FALSE replace <- TRUE probability <- FALSE - + unordered.factor.variables <- c("0", "0") + use.unordered.factor.variables <- FALSE + ## Call Ranger result <- rangerCpp(treetype, dependent.variable.name, memory.mode, data.final, variable.names, mtry, - forest$num.trees, verbose, seed, num.threads, write.forest, importance, - min.node.size, split.select.weights, use.split.select.weights, - always.split.variables, use.always.split.variables, - status.variable.name, prediction.mode, forest, sparse.data, replace, probability) + forest$num.trees, verbose, seed, num.threads, write.forest, importance, + min.node.size, split.select.weights, use.split.select.weights, + always.split.variables, use.always.split.variables, + status.variable.name, prediction.mode, forest, sparse.data, replace, probability, + unordered.factor.variables, use.unordered.factor.variables) if (length(result) == 0) { stop("Internal error.") diff --git a/R_package/ranger.R b/R_package/ranger.R index f9dffb83f..c41ab7d5a 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -57,6 +57,9 @@ ##' To use only the SNPs without sex or other covariates from the phenotype file, use \code{0} on the right hand side of the formula. ##' Note that missing values are treated as an extra category while splitting. ##' +##' Splitting on unordered factor variables (use \code{respect.unordered.factors = TRUE}) can be very time consuming for factors with many levels. +##' All 2-partitions of the factor levels are considered, limiting the number of unordered factor levels to 31 on 32 bit systems and 63 on 64 bit systems. +##' ##' Notes: ##' \itemize{ ##' \item Multithreading is currently not supported for Microsoft Windows platforms. @@ -74,6 +77,7 @@ ##' @param replace Sample with replacement. Default TRUE. ##' @param split.select.weights Numeric vector with weights between 0 and 1, representing the probability to select variables for splitting. ##' @param always.split.variables Character vector with variable names to be always tried for splitting. +##' @param respect.unordered.factors Regard unordered factor covariates as unordered categorical variables. If \code{FALSE}, all factors are regarded ordered. ##' @param scale.permutation.importance Scale permutation importance by standard error as in (Breiman 2001). Only applicable if permutation variable importance mode selected. ##' @param num.threads Number of threads. Default is number of CPUs available. ##' @param verbose Verbose output on or off. @@ -149,6 +153,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, importance = "none", write.forest = FALSE, probability = FALSE, min.node.size = NULL, replace = TRUE, split.select.weights = NULL, always.split.variables = NULL, + respect.unordered.factors = FALSE, scale.permutation.importance = FALSE, num.threads = NULL, verbose = TRUE, seed = NULL, memory = "double", @@ -329,6 +334,19 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, stop("Error: Please use only one option of use.split.select.weights and use.always.split.variables.") } + ## Unordered factors + if (respect.unordered.factors) { + names.selected <- names(data.selected) + ordered.idx <- sapply(data.selected, is.ordered) + factor.idx <- sapply(data.selected, is.factor) + independent.idx <- names.selected != dependent.variable.name & names.selected != status.variable.name + unordered.factor.variables <- names.selected[factor.idx & !ordered.idx & independent.idx] + use.unordered.factor.variables <- TRUE + } else { + unordered.factor.variables <- c("0", "0") + use.unordered.factor.variables <- FALSE + } + ## Prediction mode always false. Use predict.ranger() method. prediction.mode <- FALSE @@ -341,7 +359,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, min.node.size, split.select.weights, use.split.select.weights, always.split.variables, use.always.split.variables, status.variable.name, prediction.mode, loaded.forest, sparse.data, - replace, probability) + replace, probability, unordered.factor.variables, use.unordered.factor.variables) if (length(result) == 0) { stop("Internal error.") diff --git a/R_package/rangerCpp.cpp b/R_package/rangerCpp.cpp index aec8967ca..c56f48a52 100644 --- a/R_package/rangerCpp.cpp +++ b/R_package/rangerCpp.cpp @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. + This file is part of Ranger. -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Written by: + Written by: -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #include #include @@ -48,7 +48,8 @@ Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, uint me std::vector& split_select_weights, bool use_split_select_weights, std::vector& always_split_variable_names, bool use_always_split_variable_names, std::string status_variable_name, bool prediction_mode, Rcpp::List loaded_forest, Rcpp::RawMatrix sparse_data, - bool sample_with_replacement, bool probability) { + bool sample_with_replacement, bool probability, std::vector& unordered_variable_names, + bool use_unordered_variable_names) { Rcpp::List result; Forest* forest = 0; @@ -62,6 +63,9 @@ Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, uint me if (!use_always_split_variable_names) { always_split_variable_names.clear(); } + if (!use_unordered_variable_names) { + unordered_variable_names.clear(); + } std::ostream* verbose_out; if (verbose) { @@ -121,7 +125,7 @@ Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, uint me // Init Ranger forest->initR(dependent_variable_name, memory_mode, data, mtry, num_trees, verbose_out, seed, num_threads, importance_mode, min_node_size, split_select_weights, always_split_variable_names, status_variable_name, - prediction_mode, sample_with_replacement); + prediction_mode, sample_with_replacement, unordered_variable_names); // Load forest object if in prediction mode if (prediction_mode) { @@ -145,8 +149,8 @@ Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, uint me status_varID, chf, unique_timepoints); } else if (treetype == TREE_PROBABILITY) { std::vector class_values = loaded_forest["class.values"]; - std::vector>> terminal_class_counts = - loaded_forest["terminal.class.counts"]; + std::vector>>terminal_class_counts = + loaded_forest["terminal.class.counts"]; ((ForestProbability*) forest)->loadForest(dependent_varID, num_trees, child_nodeIDs, split_varIDs, split_values, class_values, terminal_class_counts); } diff --git a/source/src/Forest/Forest.cpp b/source/src/Forest/Forest.cpp index 8d5fb17bf..abe0f8134 100644 --- a/source/src/Forest/Forest.cpp +++ b/source/src/Forest/Forest.cpp @@ -60,7 +60,8 @@ void Forest::initCpp(std::string dependent_variable_name, MemoryMode memory_mode std::string output_prefix, uint num_trees, std::ostream* verbose_out, uint seed, uint num_threads, std::string load_forest_filename, ImportanceMode importance_mode, uint min_node_size, std::string split_select_weights_file, std::vector& always_split_variable_names, - std::string status_variable_name, bool sample_with_replacement) { + std::string status_variable_name, bool sample_with_replacement, + std::vector& unordered_variable_names) { this->verbose_out = verbose_out; @@ -93,7 +94,7 @@ void Forest::initCpp(std::string dependent_variable_name, MemoryMode memory_mode // Call other init function init(dependent_variable_name, memory_mode, data, mtry, output_prefix, num_trees, seed, num_threads, importance_mode, - min_node_size, status_variable_name, prediction_mode, sample_with_replacement); + min_node_size, status_variable_name, prediction_mode, sample_with_replacement, unordered_variable_names); if (prediction_mode) { loadFromFile(load_forest_filename); @@ -119,13 +120,13 @@ void Forest::initR(std::string dependent_variable_name, MemoryMode memory_mode, uint num_trees, std::ostream* verbose_out, uint seed, uint num_threads, ImportanceMode importance_mode, uint min_node_size, std::vector& split_select_weights, std::vector& always_split_variable_names, std::string status_variable_name, bool prediction_mode, - bool sample_with_replacement) { + bool sample_with_replacement, std::vector& unordered_variable_names) { this->verbose_out = verbose_out; // Call other init function init(dependent_variable_name, memory_mode, input_data, mtry, "", num_trees, seed, num_threads, importance_mode, - min_node_size, status_variable_name, prediction_mode, sample_with_replacement); + min_node_size, status_variable_name, prediction_mode, sample_with_replacement, unordered_variable_names); // Set variables to be always considered for splitting if (!always_split_variable_names.empty()) { @@ -140,7 +141,8 @@ void Forest::initR(std::string dependent_variable_name, MemoryMode memory_mode, void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, Data* input_data, uint mtry, std::string output_prefix, uint num_trees, uint seed, uint num_threads, ImportanceMode importance_mode, - uint min_node_size, std::string status_variable_name, bool prediction_mode, bool sample_with_replacement) { + uint min_node_size, std::string status_variable_name, bool prediction_mode, bool sample_with_replacement, + std::vector& unordered_variable_names) { // Initialize data with memmode this->data = input_data; @@ -184,6 +186,12 @@ void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, D dependent_varID = data->getVariableID(dependent_variable_name); } + // Set unordered factor variables + for (auto& variable_name : unordered_variable_names) { + size_t varID = data->getVariableID(variable_name); + unordered_varIDs.push_back(varID); + } + no_split_variables.push_back(dependent_varID); initInternal(status_variable_name); @@ -200,6 +208,21 @@ void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, D } void Forest::run(bool verbose) { + + // TODO: Remove! + std::cout << "Unordered variable IDs: "; + for (auto& varID : unordered_varIDs) { + std::cout << varID << ", "; + } + std::cout << std::endl; + + // TODO: Remove! + std::cout << "Unordered variable names: "; + for (auto& varID : unordered_varIDs) { + std::cout << data->getVariableNames()[varID] << ", "; + } + std::cout << std::endl; + if (prediction_mode) { if (verbose) { *verbose_out << "Predicting .." << std::endl; diff --git a/source/src/Forest/Forest.h b/source/src/Forest/Forest.h index e5440b4f7..6f93aaa55 100644 --- a/source/src/Forest/Forest.h +++ b/source/src/Forest/Forest.h @@ -52,14 +52,17 @@ class Forest { std::string output_prefix, uint num_trees, std::ostream* verbose_out, uint seed, uint num_threads, std::string load_forest_filename, ImportanceMode importance_mode, uint min_node_size, std::string split_select_weights_file, std::vector& always_split_variable_names, - std::string status_variable_name, bool sample_with_replacement); + std::string status_variable_name, bool sample_with_replacement, + std::vector& unordered_variable_names); void initR(std::string dependent_variable_name, MemoryMode memory_mode, Data* input_data, uint mtry, uint num_trees, std::ostream* verbose_out, uint seed, uint num_threads, ImportanceMode importance_mode, uint min_node_size, std::vector& split_select_weights, std::vector& always_split_variable_names, - std::string status_variable_name, bool prediction_mode, bool sample_with_replacement); + std::string status_variable_name, bool prediction_mode, bool sample_with_replacement, + std::vector& unordered_variable_names); void init(std::string dependent_variable_name, MemoryMode memory_mode, Data* input_data, uint mtry, std::string output_prefix, uint num_trees, uint seed, uint num_threads, ImportanceMode importance_mode, - uint min_node_size, std::string status_variable_name, bool prediction_mode, bool sample_with_replacement); + uint min_node_size, std::string status_variable_name, bool prediction_mode, bool sample_with_replacement, + std::vector& unordered_variable_names); virtual void initInternal(std::string status_variable_name) = 0; // Grow or predict @@ -174,6 +177,9 @@ class Forest { MemoryMode memory_mode; bool sample_with_replacement; + // Variable IDs of unordered factor variables + std::vector unordered_varIDs; + // Variable to not split at (only dependent_varID for non-survival forests) std::vector no_split_variables; diff --git a/source/src/main.cpp b/source/src/main.cpp index 4a507e3fe..aad1094fa 100644 --- a/source/src/main.cpp +++ b/source/src/main.cpp @@ -88,7 +88,7 @@ int main(int argc, char **argv) { forest->initCpp(arg_handler.depvarname, arg_handler.memmode, arg_handler.file, arg_handler.mtry, arg_handler.outprefix, arg_handler.ntree, verbose_out, arg_handler.seed, arg_handler.nthreads, arg_handler.predict, arg_handler.impmeasure, arg_handler.targetpartitionsize, arg_handler.splitweights, - arg_handler.alwayssplitvars, arg_handler.statusvarname, arg_handler.replace); + arg_handler.alwayssplitvars, arg_handler.statusvarname, arg_handler.replace, arg_handler.catvars); forest->run(true); if (arg_handler.write) { forest->saveToFile(); diff --git a/source/src/utility/ArgumentHandler.cpp b/source/src/utility/ArgumentHandler.cpp index 5ecd602e4..487cc7777 100644 --- a/source/src/utility/ArgumentHandler.cpp +++ b/source/src/utility/ArgumentHandler.cpp @@ -49,7 +49,7 @@ ArgumentHandler::~ArgumentHandler() { int ArgumentHandler::processArguments() { // short options - char const *short_options = "A:D:M:P:S:U:Zf:hil::m:o:ps:t:uvwy:z:"; + char const *short_options = "A:D:M:P:S:U:Zc:f:hil::m:o:ps:t:uvwy:z:"; // long options: longname, no/optional/required argument?, flag(not used!), shortname const struct option long_options[] = { @@ -62,6 +62,7 @@ int ArgumentHandler::processArguments() { { "nthreads", required_argument, 0, 'U'}, { "version", no_argument, 0, 'Z'}, + { "catvars", required_argument, 0, 'c'}, { "file", required_argument, 0, 'f'}, { "help", no_argument, 0, 'h'}, { "impmeasure", required_argument, 0, 'i'}, @@ -140,6 +141,10 @@ int ArgumentHandler::processArguments() { break; // lower case options + case 'c': + splitString(catvars, optarg, ','); + break; + case 'f': file = optarg; break; @@ -352,6 +357,7 @@ void ArgumentHandler::displayHelp() { std::cout << " " << " For Survival growing is stopped if one child would reach a size smaller than N." << std::endl; std::cout << " " << " This means nodes with size smaller N can occur for Classification and Regression." << std::endl; std::cout << " " << " (Default: 1 for Classification, 5 for Regression, and 3 for Survival)" << std::endl; + std::cout << " " << "--catvars V1,V2,.. Comma separated list of names of (unordered) categorical variables." << std::endl; std::cout << " " << "--write Save forest to file .forest." << std::endl; std::cout << " " << "--predict FILE Load forest from FILE and predict with new data." << std::endl; std::cout << " " << "--impmeasure TYPE Set importance mode to:" << std::endl; diff --git a/source/src/utility/ArgumentHandler.h b/source/src/utility/ArgumentHandler.h index a9cf41f34..fdad084f0 100644 --- a/source/src/utility/ArgumentHandler.h +++ b/source/src/utility/ArgumentHandler.h @@ -68,6 +68,7 @@ class ArgumentHandler { uint nthreads; // All command line arguments as member: Small letters + std::vector catvars; std::string file; ImportanceMode impmeasure; uint targetpartitionsize; diff --git a/source/src/version.h b/source/src/version.h index 504da1697..ca9212a9d 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.1.6" +#define RANGER_VERSION "0.1.6.88" #endif diff --git a/test/test_r.R b/test/test_r.R index a87bb893e..512f40c39 100644 --- a/test/test_r.R +++ b/test/test_r.R @@ -151,3 +151,22 @@ dat.long <- data.frame(replicate(rows, rbinom(n, 1, 0.5))) colnames(dat.long) <- paste("x", 1:rows, sep = "") ranger(x1~., dat.long) +## Test unordered variables +dat <- iris +dat$Sepal.Length <- factor(iris$Sepal.Length, ordered = FALSE) +dat$Petal.Width <- factor(iris$Petal.Width, ordered = FALSE) + +ranger(Species ~ ., data = dat, respect.unordered.factors = TRUE) +ranger(Petal.Length ~ ., data = dat, respect.unordered.factors = TRUE) +ranger(dependent.variable.name = "Species", data = dat, respect.unordered.factors = TRUE) + +ranger(Surv(time, status) ~ ., data = veteran, respect.unordered.factors = TRUE) +ranger(dependent.variable.name = "time", status.variable.name = "status", data = veteran, + respect.unordered.factors = TRUE) + +library(GenABEL) +chr21 <- load.gwaa.data("~/sandbox/attic/medianImp/test.pheno", "~/sandbox/attic/medianImp/test.raw") +phdata(chr21)$trait <- factor(phdata(chr21)$trait) +phdata(chr21)$sex <- factor(phdata(chr21)$sex) +temp <- ranger("trait ~ .", data = chr21, write.forest = TRUE, respect.unordered.factors = TRUE) +##pred <- predict(temp, data = chr21) From 9a164ad254dbe3166ce2f9fce5c21a780ad4a3a1 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 18 Feb 2015 17:01:28 +0100 Subject: [PATCH 111/344] start implementing cat splitting --- source/src/Forest/Forest.cpp | 37 +++++++++++++++----------- source/src/Forest/Forest.h | 4 +-- source/src/Tree/Tree.cpp | 15 ++++++----- source/src/Tree/Tree.h | 5 +++- source/src/Tree/TreeClassification.cpp | 23 ++++++++++++---- source/src/Tree/TreeClassification.h | 2 ++ source/src/Tree/TreeProbability.cpp | 14 ++++++---- source/src/Tree/TreeRegression.cpp | 14 ++++++---- source/src/Tree/TreeSurvival.cpp | 15 +++++++---- 9 files changed, 83 insertions(+), 46 deletions(-) diff --git a/source/src/Forest/Forest.cpp b/source/src/Forest/Forest.cpp index abe0f8134..bfb1ae8ad 100644 --- a/source/src/Forest/Forest.cpp +++ b/source/src/Forest/Forest.cpp @@ -187,11 +187,30 @@ void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, D } // Set unordered factor variables + is_ordered_variable.resize(num_variables, true); for (auto& variable_name : unordered_variable_names) { size_t varID = data->getVariableID(variable_name); - unordered_varIDs.push_back(varID); + is_ordered_variable[varID] = false; } + // TODO: Remove! + std::cout << "Unordered variable IDs: "; + for (size_t i = 0; i < is_ordered_variable.size(); ++i) { + if (is_ordered_variable[i]) { + std::cout << i << ", "; + } + } + std::cout << std::endl; + + // TODO: Remove! + std::cout << "Unordered variable names: "; + for (size_t i = 0; i < is_ordered_variable.size(); ++i) { + if (is_ordered_variable[i]) { + std::cout << data->getVariableNames()[i] << ", "; + } + } + std::cout << std::endl; + no_split_variables.push_back(dependent_varID); initInternal(status_variable_name); @@ -209,20 +228,6 @@ void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, D void Forest::run(bool verbose) { - // TODO: Remove! - std::cout << "Unordered variable IDs: "; - for (auto& varID : unordered_varIDs) { - std::cout << varID << ", "; - } - std::cout << std::endl; - - // TODO: Remove! - std::cout << "Unordered variable names: "; - for (auto& varID : unordered_varIDs) { - std::cout << data->getVariableNames()[varID] << ", "; - } - std::cout << std::endl; - if (prediction_mode) { if (verbose) { *verbose_out << "Predicting .." << std::endl; @@ -363,7 +368,7 @@ void Forest::grow() { tree_seed = (i + 1) * seed; } trees[i]->init(data, mtry, dependent_varID, num_samples, tree_seed, &deterministic_varIDs, &split_select_varIDs, - &split_select_weights, importance_mode, min_node_size, &no_split_variables, sample_with_replacement); + &split_select_weights, importance_mode, min_node_size, &no_split_variables, sample_with_replacement, &is_ordered_variable); } // Grow trees in multiple threads diff --git a/source/src/Forest/Forest.h b/source/src/Forest/Forest.h index 6f93aaa55..779b63e32 100644 --- a/source/src/Forest/Forest.h +++ b/source/src/Forest/Forest.h @@ -177,8 +177,8 @@ class Forest { MemoryMode memory_mode; bool sample_with_replacement; - // Variable IDs of unordered factor variables - std::vector unordered_varIDs; + // For each varID true if ordered + std::vector is_ordered_variable; // Variable to not split at (only dependent_varID for non-survival forests) std::vector no_split_variables; diff --git a/source/src/Tree/Tree.cpp b/source/src/Tree/Tree.cpp index 17fdbf4d8..f1c028897 100644 --- a/source/src/Tree/Tree.cpp +++ b/source/src/Tree/Tree.cpp @@ -32,17 +32,17 @@ #include "utility.h" Tree::Tree() : - dependent_varID(0), mtry(0), num_samples(0), num_samples_oob(0), no_split_variables(0), min_node_size(0), deterministic_varIDs( - 0), split_select_varIDs(0), split_select_weights(0), oob_sampleIDs(0), data(0), importance_mode( + dependent_varID(0), mtry(0), num_samples(0), num_samples_oob(0), is_ordered_variable(0), no_split_variables(0), min_node_size( + 0), deterministic_varIDs(0), split_select_varIDs(0), split_select_weights(0), oob_sampleIDs(0), data(0), importance_mode( DEFAULT_IMPORTANCE_MODE), sample_with_replacement(true) { } Tree::Tree(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values) : - dependent_varID(0), mtry(0), num_samples(0), num_samples_oob(0), no_split_variables(0), min_node_size(0), deterministic_varIDs( - 0), split_select_varIDs(0), split_select_weights(0), split_varIDs(split_varIDs), split_values(split_values), child_nodeIDs( - child_nodeIDs), oob_sampleIDs(0), data(0), importance_mode(DEFAULT_IMPORTANCE_MODE), sample_with_replacement( - true) { + dependent_varID(0), mtry(0), num_samples(0), num_samples_oob(0), is_ordered_variable(0), no_split_variables(0), min_node_size( + 0), deterministic_varIDs(0), split_select_varIDs(0), split_select_weights(0), split_varIDs(split_varIDs), split_values( + split_values), child_nodeIDs(child_nodeIDs), oob_sampleIDs(0), data(0), importance_mode( + DEFAULT_IMPORTANCE_MODE), sample_with_replacement(true) { } Tree::~Tree() { @@ -51,7 +51,7 @@ Tree::~Tree() { void Tree::init(Data* data, uint mtry, size_t dependent_varID, size_t num_samples, uint seed, std::vector* deterministic_varIDs, std::vector* split_select_varIDs, std::vector* split_select_weights, ImportanceMode importance_mode, uint min_node_size, - std::vector* no_split_variables, bool sample_with_replacement) { + std::vector* no_split_variables, bool sample_with_replacement, std::vector* is_unordered) { this->data = data; this->mtry = mtry; @@ -70,6 +70,7 @@ void Tree::init(Data* data, uint mtry, size_t dependent_varID, size_t num_sample this->importance_mode = importance_mode; this->min_node_size = min_node_size; this->no_split_variables = no_split_variables; + this->is_ordered_variable = is_unordered; this->sample_with_replacement = sample_with_replacement; // Initialize with variable importance with 0. diff --git a/source/src/Tree/Tree.h b/source/src/Tree/Tree.h index 1f94b39da..d657b21f5 100644 --- a/source/src/Tree/Tree.h +++ b/source/src/Tree/Tree.h @@ -49,7 +49,7 @@ class Tree { void init(Data* data, uint mtry, size_t dependent_varID, size_t num_samples, uint seed, std::vector* deterministic_varIDs, std::vector* split_select_varIDs, std::vector* split_select_weights, ImportanceMode importance_mode, uint min_node_size, - std::vector* no_split_variables, bool sample_with_replacement); + std::vector* no_split_variables, bool sample_with_replacement, std::vector* is_unordered); virtual void initInternal() = 0; void grow(); @@ -109,6 +109,9 @@ class Tree { // Number of OOB samples size_t num_samples_oob; + // For each varID true if unordered + std::vector* is_ordered_variable; + // Variable to not split at (only dependent_varID for non-survival trees) std::vector* no_split_variables; diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 8907351cf..ac61e230c 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -142,16 +142,22 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi for (auto& varID : possible_split_varIDs) { // Create possible split values - std::vector possible_split_values; - data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); + std::vector all_values; + data->getAllValues(all_values, sampleIDs[nodeID], varID); //Try next variable if all equal for this - if (possible_split_values.size() == 0) { + if (all_values.size() == 0) { continue; } - findBestSplitValue(nodeID, varID, possible_split_values, num_classes, class_counts, num_samples_node, best_value, - best_varID, best_decrease); + // Find best split value, if ordered consider all values as split values, else all 2-partitions + if ((*is_ordered_variable)[varID]) { + findBestSplitValue(nodeID, varID, all_values, num_classes, class_counts, num_samples_node, best_value, + best_varID, best_decrease); + } else { + // TODO + std::cout << "TODO"<< std::endl; + } } delete[] class_counts; @@ -233,6 +239,13 @@ void TreeClassification::findBestSplitValue(size_t nodeID, size_t varID, std::ve delete[] n_right; } +void TreeClassification::findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& possible_split_values, + size_t num_classes, size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, + double& best_decrease) { + + // TODO: Idea: Dont code splits but use vectors for values in left/right child or true/false for left/right child +} + void TreeClassification::addGiniImportance(size_t nodeID, size_t varID, double decrease) { std::vector class_counts; diff --git a/source/src/Tree/TreeClassification.h b/source/src/Tree/TreeClassification.h index 1f9fe98a5..38055b147 100644 --- a/source/src/Tree/TreeClassification.h +++ b/source/src/Tree/TreeClassification.h @@ -63,6 +63,8 @@ class TreeClassification: public Tree { bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, size_t num_classes, size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); + void findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& possible_split_values, size_t num_classes, + size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); void addGiniImportance(size_t nodeID, size_t varID, double decrease); diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index 89d946ebf..b2b4d46a0 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -151,16 +151,20 @@ bool TreeProbability::findBestSplit(size_t nodeID, std::vector& possible for (auto& varID : possible_split_varIDs) { // Create possible split values - std::vector possible_split_values; - data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); + std::vector all_values; + data->getAllValues(all_values, sampleIDs[nodeID], varID); // Try next variable if all equal for this - if (possible_split_values.size() == 0) { + if (all_values.size() == 0) { continue; } - findBestSplitValue(nodeID, varID, possible_split_values, sum_node, num_samples_node, best_value, best_varID, - best_decrease); + // Find best split value, if ordered consider all values as split values, else all 2-partitions + if ((*is_ordered_variable)[varID]) { + findBestSplitValue(nodeID, varID, all_values, sum_node, num_samples_node, best_value, best_varID, best_decrease); + } else { + // TODO + } } // Stop if no good split found diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index 9468b4368..0682f18ec 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -120,16 +120,20 @@ bool TreeRegression::findBestSplit(size_t nodeID, std::vector& possible_ for (auto& varID : possible_split_varIDs) { // Create possible split values - std::vector possible_split_values; - data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); + std::vector all_values; + data->getAllValues(all_values, sampleIDs[nodeID], varID); // Try next variable if all equal for this - if (possible_split_values.size() == 0) { + if (all_values.size() == 0) { continue; } - findBestSplitValue(nodeID, varID, possible_split_values, sum_node, num_samples_node, best_value, best_varID, - best_decrease); + // Find best split value, if ordered consider all values as split values, else all 2-partitions + if ((*is_ordered_variable)[varID]) { + findBestSplitValue(nodeID, varID, all_values, sum_node, num_samples_node, best_value, best_varID, best_decrease); + } else { + // TODO + } } // Stop if no good split found diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 1cf6bce09..ef9edfe9c 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -113,16 +113,21 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss for (auto& varID : possible_split_varIDs) { // Create possible split values - std::vector possible_split_values; - data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); + std::vector all_values; + data->getAllValues(all_values, sampleIDs[nodeID], varID); // Try next variable if all equal for this - if (possible_split_values.size() == 0) { + if (all_values.size() == 0) { continue; } - // Find best split value - findBestSplitValueLogRank(nodeID, varID, possible_split_values, best_value, best_varID, best_logrank); + // Find best split value, if ordered consider all values as split values, else all 2-partitions + if ((*is_ordered_variable)[varID]) { + findBestSplitValueLogRank(nodeID, varID, all_values, best_value, best_varID, best_logrank); + } else { + // TODO + } + } } From 0ecd64c2433cab3463a1674d5807bc81130e309b Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 19 Feb 2015 10:26:34 +0100 Subject: [PATCH 112/344] add release for v0.1.6 --- README.txt | 2 +- release/ranger_0.1.6.tar.gz | Bin 0 -> 39760 bytes release/ranger_0.1.6.zip | Bin 0 -> 684307 bytes release/ranger_cpp_0.1.6.zip | Bin 0 -> 81918 bytes 4 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 release/ranger_0.1.6.tar.gz create mode 100644 release/ranger_0.1.6.zip create mode 100644 release/ranger_cpp_0.1.6.zip diff --git a/README.txt b/README.txt index 855335b8c..d55434e41 100644 --- a/README.txt +++ b/README.txt @@ -1,6 +1,6 @@ -Ranger 0.1.4 +Ranger 0.1.6 Written by: diff --git a/release/ranger_0.1.6.tar.gz b/release/ranger_0.1.6.tar.gz new file mode 100644 index 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ze|oY%Zz{^8rY=9Wtma_)>-~jege5x+thxG(1_WsH_s;*lzogc%8>av zNZi`c(b2-p!r0L17rNnxOVhR;Xre&U0#Lw-~gr@ zi(ftL76R3OrTlhi|7#pS-L+r@;266h`>Qu(IzQ(;F24I~lohdDnE~K4dji}_l0Nb# z*!1U=hr{4sX2_4OX_ZH=pat$&g@HK^M2|3KmOsb*&zWClu)Xr}x&EaE&HqPI}T@SpkdJMZD} z`qzi{0~SZ5&p3<*0)Y#>SkIO1p?p^nS{9`%==`eoYMiH4^?@J&F14+4Vsh-UHr?`gk2cOKUce>itU zn*QGY|K|UH7zB^&5kj%KCcR`UtM?}7bAG+!tu`y|8^bhU)ud+>OYnye`sFx<4@cD-Ta?I z<-hipd@NJ^5Rtt8w}^+L#lMDmEG+vFBfs^xnBP444+HA4%;iG}#m-M5e@#66<&Jr* zHusPOefU$-pQ;-F!JEfg9S<3dSO3WPWiK9IUwlaLgaG|>Z}WX0^5?YpahdVgdj0VQ zj)#Cn_`d}_xX$rwl*hU24=Iw!e@pq1$^L7Q$7!q&AzA1@h5U7F{fC}^d`9|^RYCew z)}s^CU-RejLCZtN2<0Qjk7Ji#GyFKj_|PyT{UgH<0*-%Y84~!-`~8cK4ul;A_;ttp HeUJEmr~hAG literal 0 HcmV?d00001 From 76fcbefb80eba87ac74b4fefbcbc03c7d6605250 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 19 Feb 2015 15:30:12 +0100 Subject: [PATCH 113/344] classification working now? --- source/src/Forest/Forest.cpp | 17 ++- source/src/Tree/Tree.cpp | 40 +++++- source/src/Tree/TreeClassification.cpp | 165 +++++++++++++++++++++++-- source/src/Tree/TreeClassification.h | 4 +- source/src/utility/Data.cpp | 3 +- 5 files changed, 207 insertions(+), 22 deletions(-) diff --git a/source/src/Forest/Forest.cpp b/source/src/Forest/Forest.cpp index bfb1ae8ad..873a50353 100644 --- a/source/src/Forest/Forest.cpp +++ b/source/src/Forest/Forest.cpp @@ -196,7 +196,7 @@ void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, D // TODO: Remove! std::cout << "Unordered variable IDs: "; for (size_t i = 0; i < is_ordered_variable.size(); ++i) { - if (is_ordered_variable[i]) { + if (!is_ordered_variable[i]) { std::cout << i << ", "; } } @@ -205,10 +205,10 @@ void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, D // TODO: Remove! std::cout << "Unordered variable names: "; for (size_t i = 0; i < is_ordered_variable.size(); ++i) { - if (is_ordered_variable[i]) { - std::cout << data->getVariableNames()[i] << ", "; - } + if (!is_ordered_variable[i]) { + std::cout << data->getVariableNames()[i] << ", "; } + } std::cout << std::endl; no_split_variables.push_back(dependent_varID); @@ -352,6 +352,9 @@ void Forest::saveToFile() { void Forest::grow() { + // TODO: Remove +// std::cout << "Start growing forest." << std::endl; + // Create thread ranges equalSplit(thread_ranges, 0, num_trees - 1, num_threads); @@ -368,7 +371,8 @@ void Forest::grow() { tree_seed = (i + 1) * seed; } trees[i]->init(data, mtry, dependent_varID, num_samples, tree_seed, &deterministic_varIDs, &split_select_varIDs, - &split_select_weights, importance_mode, min_node_size, &no_split_variables, sample_with_replacement, &is_ordered_variable); + &split_select_weights, importance_mode, min_node_size, &no_split_variables, sample_with_replacement, + &is_ordered_variable); } // Grow trees in multiple threads @@ -393,6 +397,9 @@ void Forest::grow() { thread.join(); } #endif + + // TODO: Remove +// std::cout << "Finished growing forest." << std::endl; } void Forest::predict() { diff --git a/source/src/Tree/Tree.cpp b/source/src/Tree/Tree.cpp index f1c028897..41b35a680 100644 --- a/source/src/Tree/Tree.cpp +++ b/source/src/Tree/Tree.cpp @@ -83,6 +83,9 @@ void Tree::init(Data* data, uint mtry, size_t dependent_varID, size_t num_sample void Tree::grow() { + // TODO: Remove +// std::cout << "Start growing tree." << std::endl; + if (sample_with_replacement) { bootstrap(); } else { @@ -95,6 +98,9 @@ void Tree::grow() { // Delete sampleID vector to save memory sampleIDs.clear(); cleanUpInternal(); + + // TODO: Remove +// std::cout << "Finished growing tree." << std::endl; } void Tree::predict(const Data* prediction_data, bool oob_prediction) { @@ -200,6 +206,9 @@ void Tree::createPossibleSplitVarSubset(std::vector& result) { void Tree::splitNode(size_t nodeID) { + // TODO: Remove +// std::cout << "Start splitNode." << std::endl; + // Select random subset of variables to possibly split at std::vector possible_split_varIDs; createPossibleSplitVarSubset(possible_split_varIDs); @@ -222,12 +231,28 @@ void Tree::splitNode(size_t nodeID) { child_nodeIDs[nodeID].push_back(right_child_nodeID); createEmptyNode(); - // For each sample in node, assign to left (<= split val) or right (> split val) child - for (auto& sampleID : sampleIDs[nodeID]) { - if (data->get(sampleID, split_varID) <= split_value) { - sampleIDs[left_child_nodeID].push_back(sampleID); - } else { - sampleIDs[right_child_nodeID].push_back(sampleID); + if ((*is_ordered_variable)[split_varID]) { + // For each sample in node, assign to left (<= split val) or right (> split val) child + for (auto& sampleID : sampleIDs[nodeID]) { + if (data->get(sampleID, split_varID) <= split_value) { + sampleIDs[left_child_nodeID].push_back(sampleID); + } else { + sampleIDs[right_child_nodeID].push_back(sampleID); + } + } + } else { + // For each sample in node, assign to left or right child + for (auto& sampleID : sampleIDs[nodeID]) { + double level = data->get(sampleID, split_varID); + size_t factorID = floor(level) - 1; + size_t splitID = floor(split_value); + + // Left if 0 found at position factorID + if ((splitID & (1 << factorID)) == 0) { + sampleIDs[left_child_nodeID].push_back(sampleID); + } else { + sampleIDs[right_child_nodeID].push_back(sampleID); + } } } @@ -235,6 +260,9 @@ void Tree::splitNode(size_t nodeID) { for (size_t i = 0; i < child_nodeIDs[nodeID].size(); ++i) { splitNode(child_nodeIDs[nodeID][i]); } + + // TODO: Remove +// std::cout << "Finish splitNode." << std::endl; } void Tree::createEmptyNode() { diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index ac61e230c..75e5c7ba5 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -56,12 +56,36 @@ void TreeClassification::initInternal() { double TreeClassification::estimate(size_t nodeID) { + // TODO: Remove +// std::cout << "Start estimate." << std::endl; + + // TODO: Remove + if (sampleIDs[nodeID].size() == 0) { + std::cout << "Empty node." << std::endl; + } + + // Count classes over samples in node and return class with maximum count std::unordered_map class_count; for (size_t i = 0; i < sampleIDs[nodeID].size(); ++i) { double value = data->get(sampleIDs[nodeID][i], dependent_varID); ++class_count[value]; } + + // TODO: Remove +// std::cout << "Class count:" << std::endl; +// for(auto& el : class_count) { +// std::cout << el.first << ", " << el.second << std::endl; +// } +// +// std::cout << "start mostFrequentValue" << std::endl; +// +// double temp = mostFrequentValue(class_count, random_number_generator); +// std::cout << temp << std::endl; +// +// std::cout << "finish mostFrequentValue" << std::endl; + + return (mostFrequentValue(class_count, random_number_generator)); } @@ -71,12 +95,25 @@ void TreeClassification::appendToFileInternal(std::ofstream& file) { bool TreeClassification::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { + // TODO: Remove +// std::cout << "Start splitNodeInternal." << std::endl; + // Check node size, stop if maximum reached if (sampleIDs[nodeID].size() <= min_node_size) { + + // TODO: Remove +// std::cout << "Checking nodesize." << std::endl; + split_values[nodeID] = estimate(nodeID); + + // TODO: Remove +// std::cout << "Nodesize too small." << std::endl; return true; } + // TODO: Remove +// std::cout << "Nodesize ok." << std::endl; + // Check if node is pure and set split_value to estimate and stop if pure bool pure = true; double pure_value = 0; @@ -90,16 +127,31 @@ bool TreeClassification::splitNodeInternal(size_t nodeID, std::vector& p } if (pure) { split_values[nodeID] = pure_value; + + // TODO: Remove +// std::cout << "Pure." << std::endl; return true; } + // TODO: Remove +// std::cout << "Not pure." << std::endl; + // Find best split, stop if no decrease of impurity bool stop = findBestSplit(nodeID, possible_split_varIDs); if (stop) { split_values[nodeID] = estimate(nodeID); + + // TODO: Remove +// std::cout << "Stop." << std::endl; return true; } + // TODO: Remove +// std::cout << "Not stop." << std::endl; + + // TODO: Remove +// std::cout << "Finish splitNodeInternal." << std::endl; + return false; } @@ -124,6 +176,9 @@ double TreeClassification::computePredictionAccuracyInternal() { bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possible_split_varIDs) { + // TODO: Remove +// std::cout << "Start findBestSplit." << std::endl; + size_t num_samples_node = sampleIDs[nodeID].size(); size_t num_classes = class_values->size(); double best_decrease = -1; @@ -145,23 +200,29 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi std::vector all_values; data->getAllValues(all_values, sampleIDs[nodeID], varID); + // TODO: If pop_back() in getAllValues, this is 0 for 1 split .. -> change back to == 0 //Try next variable if all equal for this - if (all_values.size() == 0) { + if (all_values.size() < 2) { continue; } + // TODO: Get all values needed for unordered? // Find best split value, if ordered consider all values as split values, else all 2-partitions if ((*is_ordered_variable)[varID]) { - findBestSplitValue(nodeID, varID, all_values, num_classes, class_counts, num_samples_node, best_value, - best_varID, best_decrease); + + findBestSplitValue(nodeID, varID, all_values, num_classes, class_counts, num_samples_node, best_value, best_varID, + best_decrease); } else { - // TODO - std::cout << "TODO"<< std::endl; + findBestSplitValueUnordered(nodeID, varID, all_values, num_classes, class_counts, num_samples_node, best_value, + best_varID, best_decrease); } } delete[] class_counts; + // TODO: Remove +// std::cout << "Finish findBestSplit." << std::endl; + // Stop if no good split found if (best_decrease < 0) { return true; @@ -239,11 +300,99 @@ void TreeClassification::findBestSplitValue(size_t nodeID, size_t varID, std::ve delete[] n_right; } -void TreeClassification::findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& possible_split_values, +// TODO: Try to iterate over all possible levels instead.. faster? +void TreeClassification::findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, size_t num_classes, size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { - // TODO: Idea: Dont code splits but use vectors for values in left/right child or true/false for left/right child + std::cout << "Factor levels: "; + for (auto& level : factor_levels) { + std::cout << level << " "; + } + std::cout << std::endl; + + size_t num_splits = (1 << factor_levels.size()); + + std::cout << "Number of levels: " << factor_levels.size() << std::endl; + std::cout << "Number of splits: " << num_splits << std::endl; + + // Compute decrease of impurity for each possible split + // all 0 and all 1 excluded + for (size_t i = 1; i < num_splits - 1; ++i) { + +// std::cout << "Local split id: " << i << "; "; + + // Compute overall splitID + size_t splitID = 0; + for (size_t j = 0; j < factor_levels.size(); ++j) { + double level = factor_levels[j]; + size_t factorID = floor(level) - 1; + + if ((i & (1 << j)) != 0) { + splitID = splitID | (1 << factorID); + } + } + +// std::cout << "Global split id: " << splitID << std::endl; + + // TODO: Remove +// for (size_t j = 0; j < factor_levels.size(); ++j) { +// double level = factor_levels[j]; +// size_t factorID = floor(level) - 1; +// +// size_t right = (splitID & (1 << factorID)) != 0; +// +// std::cout << "Level " << level << ", id " << factorID << ", right? " << right << std::endl; +// } + + size_t* class_counts_right = new size_t[num_classes](); + size_t n_right = 0; + + // Count classes in left and right child + for (auto& sampleID : sampleIDs[nodeID]) { + uint sample_classID = (*response_classIDs)[sampleID]; + double value = data->get(sampleID, varID); + + size_t factorID = floor(value) - 1; + + // If in right child, count + // In right child, if bitwise i at position factorID is 1 + if ((splitID & (1 << factorID)) != 0) { + ++n_right; + ++class_counts_right[sample_classID]; + } + } + + size_t n_left = num_samples_node - n_right; + +// std::cout << "n_left: " << n_left << ", n_right: " << n_right << std::endl; + + // Sum of squares + double sum_left = 0; + double sum_right = 0; + for (size_t j = 0; j < num_classes; ++j) { + size_t class_count_right = class_counts_right[j]; + size_t class_count_left = class_counts[j] - class_count_right; + + sum_right += class_count_right * class_count_right; + sum_left += class_count_left * class_count_left; + } + + // Decrease of impurity + double decrease = sum_left / (double) n_left + sum_right / (double) n_right; + +// std::cout << "decrease: " << decrease << std::endl; + + // If better than before, use this + if (decrease > best_decrease) { + best_value = splitID; + best_varID = varID; + best_decrease = decrease; + } + + delete[] class_counts_right; + } + } void TreeClassification::addGiniImportance(size_t nodeID, size_t varID, double decrease) { @@ -261,7 +410,7 @@ void TreeClassification::addGiniImportance(size_t nodeID, size_t varID, double d } double best_gini = decrease - sum_node / (double) sampleIDs[nodeID].size(); - // No variable importance for no split variables +// No variable importance for no split variables size_t tempvarID = varID; for (auto& skip : *no_split_variables) { if (varID >= skip) { diff --git a/source/src/Tree/TreeClassification.h b/source/src/Tree/TreeClassification.h index 38055b147..f9bb8b9ab 100644 --- a/source/src/Tree/TreeClassification.h +++ b/source/src/Tree/TreeClassification.h @@ -63,8 +63,8 @@ class TreeClassification: public Tree { bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, size_t num_classes, size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); - void findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& possible_split_values, size_t num_classes, - size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); + void findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, size_t num_classes, + size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); void addGiniImportance(size_t nodeID, size_t varID, double decrease); diff --git a/source/src/utility/Data.cpp b/source/src/utility/Data.cpp index 411714fbe..7e3912656 100644 --- a/source/src/utility/Data.cpp +++ b/source/src/utility/Data.cpp @@ -175,8 +175,9 @@ void Data::getAllValues(std::vector& all_values, std::vector& sa sort(all_values.begin(), all_values.end()); all_values.erase(unique(all_values.begin(), all_values.end()), all_values.end()); + // TODO: What to do here? // Remove largest value because no split possible - all_values.pop_back(); + //all_values.pop_back(); } else { // If GWA data just use 0, 1. A split at 2 would always produce empty right child. From 9ed7265b5d0dba9eb852bbd3add99f66f94613c9 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 19 Feb 2015 15:30:21 +0100 Subject: [PATCH 114/344] add factor test data --- test_data/iris_factors.dat | 151 +++++++++++++++++++++++++++++++++++++ 1 file changed, 151 insertions(+) create mode 100644 test_data/iris_factors.dat diff --git a/test_data/iris_factors.dat b/test_data/iris_factors.dat new file mode 100644 index 000000000..7781cabc6 --- /dev/null +++ b/test_data/iris_factors.dat @@ -0,0 +1,151 @@ +Sepal.Length Sepal.Width Petal.Length Petal.Width Species x y +5.1 3.5 1.4 0.2 1 6 1 +4.9 3 1.4 0.2 1 1 2 +4.7 3.2 1.3 0.2 1 8 5 +4.6 3.1 1.5 0.2 1 8 10 +5 3.6 1.4 0.2 1 7 10 +5.4 3.9 1.7 0.4 1 10 3 +4.6 3.4 1.4 0.3 1 9 10 +5 3.4 1.5 0.2 1 8 7 +4.4 2.9 1.4 0.2 1 4 5 +4.9 3.1 1.5 0.1 1 9 5 +5.4 3.7 1.5 0.2 1 6 6 +4.8 3.4 1.6 0.2 1 8 5 +4.8 3 1.4 0.1 1 7 2 +4.3 3 1.1 0.1 1 1 1 +5.8 4 1.2 0.2 1 10 3 +5.7 4.4 1.5 0.4 1 2 9 +5.4 3.9 1.3 0.4 1 7 6 +5.1 3.5 1.4 0.3 1 2 10 +5.7 3.8 1.7 0.3 1 3 4 +5.1 3.8 1.5 0.3 1 8 1 +5.4 3.4 1.7 0.2 1 7 4 +5.1 3.7 1.5 0.4 1 5 4 +4.6 3.6 1 0.2 1 1 2 +5.1 3.3 1.7 0.5 1 9 3 +4.8 3.4 1.9 0.2 1 5 3 +5 3 1.6 0.2 1 10 4 +5 3.4 1.6 0.4 1 4 10 +5.2 3.5 1.5 0.2 1 8 2 +5.2 3.4 1.4 0.2 1 6 8 +4.7 3.2 1.6 0.2 1 7 2 +4.8 3.1 1.6 0.2 1 7 1 +5.4 3.4 1.5 0.4 1 9 3 +5.2 4.1 1.5 0.1 1 10 1 +5.5 4.2 1.4 0.2 1 3 7 +4.9 3.1 1.5 0.2 1 2 3 +5 3.2 1.2 0.2 1 9 6 +5.5 3.5 1.3 0.2 1 7 3 +4.9 3.6 1.4 0.1 1 6 1 +4.4 3 1.3 0.2 1 2 3 +5.1 3.4 1.5 0.2 1 2 9 +5 3.5 1.3 0.3 1 4 6 +4.5 2.3 1.3 0.3 1 8 9 +4.4 3.2 1.3 0.2 1 2 8 +5 3.5 1.6 0.6 1 2 6 +5.1 3.8 1.9 0.4 1 5 5 +4.8 3 1.4 0.3 1 3 4 +5.1 3.8 1.6 0.2 1 6 8 +4.6 3.2 1.4 0.2 1 4 9 +5.3 3.7 1.5 0.2 1 8 1 +5 3.3 1.4 0.2 1 6 1 +7 3.2 4.7 1.4 2 8 7 +6.4 3.2 4.5 1.5 2 6 2 +6.9 3.1 4.9 1.5 2 9 7 +5.5 2.3 4 1.3 2 10 7 +6.5 2.8 4.6 1.5 2 10 3 +5.7 2.8 4.5 1.3 2 5 1 +6.3 3.3 4.7 1.6 2 3 7 +4.9 2.4 3.3 1 2 2 6 +6.6 2.9 4.6 1.3 2 3 5 +5.2 2.7 3.9 1.4 2 10 5 +5 2 3.5 1 2 4 3 +5.9 3 4.2 1.5 2 7 6 +6 2.2 4 1 2 10 3 +6.1 2.9 4.7 1.4 2 8 2 +5.6 2.9 3.6 1.3 2 5 10 +6.7 3.1 4.4 1.4 2 5 3 +5.6 3 4.5 1.5 2 3 8 +5.8 2.7 4.1 1 2 7 4 +6.2 2.2 4.5 1.5 2 1 1 +5.6 2.5 3.9 1.1 2 4 1 +5.9 3.2 4.8 1.8 2 10 5 +6.1 2.8 4 1.3 2 1 10 +6.3 2.5 4.9 1.5 2 5 1 +6.1 2.8 4.7 1.2 2 4 4 +6.4 2.9 4.3 1.3 2 5 9 +6.6 3 4.4 1.4 2 4 5 +6.8 2.8 4.8 1.4 2 9 1 +6.7 3 5 1.7 2 4 3 +6 2.9 4.5 1.5 2 10 1 +5.7 2.6 3.5 1 2 9 4 +5.5 2.4 3.8 1.1 2 7 4 +5.5 2.4 3.7 1 2 3 7 +5.8 2.7 3.9 1.2 2 4 4 +6 2.7 5.1 1.6 2 5 6 +5.4 3 4.5 1.5 2 3 3 +6 3.4 4.5 1.6 2 8 1 +6.7 3.1 4.7 1.5 2 4 9 +6.3 2.3 4.4 1.3 2 6 4 +5.6 3 4.1 1.3 2 7 7 +5.5 2.5 4 1.3 2 5 6 +5.5 2.6 4.4 1.2 2 8 5 +6.1 3 4.6 1.4 2 2 10 +5.8 2.6 4 1.2 2 2 8 +5 2.3 3.3 1 2 2 9 +5.6 2.7 4.2 1.3 2 9 7 +5.7 3 4.2 1.2 2 7 7 +5.7 2.9 4.2 1.3 2 5 6 +6.2 2.9 4.3 1.3 2 10 6 +5.1 2.5 3 1.1 2 5 3 +5.7 2.8 4.1 1.3 2 9 1 +6.3 3.3 6 2.5 3 9 10 +5.8 2.7 5.1 1.9 3 1 2 +7.1 3 5.9 2.1 3 1 6 +6.3 2.9 5.6 1.8 3 5 2 +6.5 3 5.8 2.2 3 2 5 +7.6 3 6.6 2.1 3 5 5 +4.9 2.5 4.5 1.7 3 10 3 +7.3 2.9 6.3 1.8 3 2 3 +6.7 2.5 5.8 1.8 3 9 8 +7.2 3.6 6.1 2.5 3 3 10 +6.5 3.2 5.1 2 3 6 3 +6.4 2.7 5.3 1.9 3 2 1 +6.8 3 5.5 2.1 3 2 2 +5.7 2.5 5 2 3 6 6 +5.8 2.8 5.1 2.4 3 8 6 +6.4 3.2 5.3 2.3 3 10 7 +6.5 3 5.5 1.8 3 5 7 +7.7 3.8 6.7 2.2 3 1 2 +7.7 2.6 6.9 2.3 3 2 6 +6 2.2 5 1.5 3 4 1 +6.9 3.2 5.7 2.3 3 2 8 +5.6 2.8 4.9 2 3 9 1 +7.7 2.8 6.7 2 3 1 10 +6.3 2.7 4.9 1.8 3 5 5 +6.7 3.3 5.7 2.1 3 5 1 +7.2 3.2 6 1.8 3 9 8 +6.2 2.8 4.8 1.8 3 4 7 +6.1 3 4.9 1.8 3 8 1 +6.4 2.8 5.6 2.1 3 9 9 +7.2 3 5.8 1.6 3 10 10 +7.4 2.8 6.1 1.9 3 7 8 +7.9 3.8 6.4 2 3 8 7 +6.4 2.8 5.6 2.2 3 4 2 +6.3 2.8 5.1 1.5 3 9 8 +6.1 2.6 5.6 1.4 3 6 9 +7.7 3 6.1 2.3 3 5 5 +6.3 3.4 5.6 2.4 3 4 9 +6.4 3.1 5.5 1.8 3 5 2 +6 3 4.8 1.8 3 3 4 +6.9 3.1 5.4 2.1 3 1 4 +6.7 3.1 5.6 2.4 3 8 8 +6.9 3.1 5.1 2.3 3 7 5 +5.8 2.7 5.1 1.9 3 4 6 +6.8 3.2 5.9 2.3 3 7 3 +6.7 3.3 5.7 2.5 3 3 1 +6.7 3 5.2 2.3 3 1 8 +6.3 2.5 5 1.9 3 2 7 +6.5 3 5.2 2 3 4 3 +6.2 3.4 5.4 2.3 3 2 7 +5.9 3 5.1 1.8 3 5 7 From 265c85ec17b406c5a9f1f4a019ed6d5d436371ae Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 19 Feb 2015 17:06:37 +0100 Subject: [PATCH 115/344] clean up --- source/src/Forest/Forest.cpp | 5 -- source/src/Tree/Tree.cpp | 21 ++--- source/src/Tree/TreeClassification.cpp | 120 ++++--------------------- source/src/Tree/TreeProbability.cpp | 2 +- source/src/Tree/TreeRegression.cpp | 2 +- source/src/Tree/TreeSurvival.cpp | 2 +- source/src/utility/Data.cpp | 9 +- 7 files changed, 30 insertions(+), 131 deletions(-) diff --git a/source/src/Forest/Forest.cpp b/source/src/Forest/Forest.cpp index 873a50353..c17319ae4 100644 --- a/source/src/Forest/Forest.cpp +++ b/source/src/Forest/Forest.cpp @@ -352,9 +352,6 @@ void Forest::saveToFile() { void Forest::grow() { - // TODO: Remove -// std::cout << "Start growing forest." << std::endl; - // Create thread ranges equalSplit(thread_ranges, 0, num_trees - 1, num_threads); @@ -398,8 +395,6 @@ void Forest::grow() { } #endif - // TODO: Remove -// std::cout << "Finished growing forest." << std::endl; } void Forest::predict() { diff --git a/source/src/Tree/Tree.cpp b/source/src/Tree/Tree.cpp index 41b35a680..e1ffd57ee 100644 --- a/source/src/Tree/Tree.cpp +++ b/source/src/Tree/Tree.cpp @@ -83,9 +83,6 @@ void Tree::init(Data* data, uint mtry, size_t dependent_varID, size_t num_sample void Tree::grow() { - // TODO: Remove -// std::cout << "Start growing tree." << std::endl; - if (sample_with_replacement) { bootstrap(); } else { @@ -98,11 +95,9 @@ void Tree::grow() { // Delete sampleID vector to save memory sampleIDs.clear(); cleanUpInternal(); - - // TODO: Remove -// std::cout << "Finished growing tree." << std::endl; } +// TODO: Add unordered splitting void Tree::predict(const Data* prediction_data, bool oob_prediction) { size_t num_samples_predict; @@ -206,9 +201,6 @@ void Tree::createPossibleSplitVarSubset(std::vector& result) { void Tree::splitNode(size_t nodeID) { - // TODO: Remove -// std::cout << "Start splitNode." << std::endl; - // Select random subset of variables to possibly split at std::vector possible_split_varIDs; createPossibleSplitVarSubset(possible_split_varIDs); @@ -231,8 +223,10 @@ void Tree::splitNode(size_t nodeID) { child_nodeIDs[nodeID].push_back(right_child_nodeID); createEmptyNode(); + // TODO: Encapsulate in function? + // For each sample in node, assign to left or right child if ((*is_ordered_variable)[split_varID]) { - // For each sample in node, assign to left (<= split val) or right (> split val) child + // Ordered: left is <= splitval and right is > splitval for (auto& sampleID : sampleIDs[nodeID]) { if (data->get(sampleID, split_varID) <= split_value) { sampleIDs[left_child_nodeID].push_back(sampleID); @@ -241,14 +235,14 @@ void Tree::splitNode(size_t nodeID) { } } } else { - // For each sample in node, assign to left or right child + // Unordered: If bit at position is 1 -> right, 0 -> left for (auto& sampleID : sampleIDs[nodeID]) { double level = data->get(sampleID, split_varID); size_t factorID = floor(level) - 1; size_t splitID = floor(split_value); // Left if 0 found at position factorID - if ((splitID & (1 << factorID)) == 0) { + if (!(splitID & (1 << factorID))) { sampleIDs[left_child_nodeID].push_back(sampleID); } else { sampleIDs[right_child_nodeID].push_back(sampleID); @@ -261,8 +255,6 @@ void Tree::splitNode(size_t nodeID) { splitNode(child_nodeIDs[nodeID][i]); } - // TODO: Remove -// std::cout << "Finish splitNode." << std::endl; } void Tree::createEmptyNode() { @@ -274,6 +266,7 @@ void Tree::createEmptyNode() { createEmptyNodeInternal(); } +// TODO: Add unordered splitting size_t Tree::dropDownSamplePermuted(size_t permuted_varID, size_t sampleID, size_t permuted_sampleID) { // Start in root and drop down diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 75e5c7ba5..047ae1ce2 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -56,15 +56,6 @@ void TreeClassification::initInternal() { double TreeClassification::estimate(size_t nodeID) { - // TODO: Remove -// std::cout << "Start estimate." << std::endl; - - // TODO: Remove - if (sampleIDs[nodeID].size() == 0) { - std::cout << "Empty node." << std::endl; - } - - // Count classes over samples in node and return class with maximum count std::unordered_map class_count; for (size_t i = 0; i < sampleIDs[nodeID].size(); ++i) { @@ -72,20 +63,6 @@ double TreeClassification::estimate(size_t nodeID) { ++class_count[value]; } - // TODO: Remove -// std::cout << "Class count:" << std::endl; -// for(auto& el : class_count) { -// std::cout << el.first << ", " << el.second << std::endl; -// } -// -// std::cout << "start mostFrequentValue" << std::endl; -// -// double temp = mostFrequentValue(class_count, random_number_generator); -// std::cout << temp << std::endl; -// -// std::cout << "finish mostFrequentValue" << std::endl; - - return (mostFrequentValue(class_count, random_number_generator)); } @@ -95,26 +72,13 @@ void TreeClassification::appendToFileInternal(std::ofstream& file) { bool TreeClassification::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { - // TODO: Remove -// std::cout << "Start splitNodeInternal." << std::endl; - - // Check node size, stop if maximum reached +// Check node size, stop if maximum reached if (sampleIDs[nodeID].size() <= min_node_size) { - - // TODO: Remove -// std::cout << "Checking nodesize." << std::endl; - split_values[nodeID] = estimate(nodeID); - - // TODO: Remove -// std::cout << "Nodesize too small." << std::endl; return true; } - // TODO: Remove -// std::cout << "Nodesize ok." << std::endl; - - // Check if node is pure and set split_value to estimate and stop if pure +// Check if node is pure and set split_value to estimate and stop if pure bool pure = true; double pure_value = 0; for (size_t i = 0; i < sampleIDs[nodeID].size(); ++i) { @@ -127,31 +91,16 @@ bool TreeClassification::splitNodeInternal(size_t nodeID, std::vector& p } if (pure) { split_values[nodeID] = pure_value; - - // TODO: Remove -// std::cout << "Pure." << std::endl; return true; } - // TODO: Remove -// std::cout << "Not pure." << std::endl; - - // Find best split, stop if no decrease of impurity +// Find best split, stop if no decrease of impurity bool stop = findBestSplit(nodeID, possible_split_varIDs); if (stop) { split_values[nodeID] = estimate(nodeID); - - // TODO: Remove -// std::cout << "Stop." << std::endl; return true; } - // TODO: Remove -// std::cout << "Not stop." << std::endl; - - // TODO: Remove -// std::cout << "Finish splitNodeInternal." << std::endl; - return false; } @@ -176,9 +125,6 @@ double TreeClassification::computePredictionAccuracyInternal() { bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possible_split_varIDs) { - // TODO: Remove -// std::cout << "Start findBestSplit." << std::endl; - size_t num_samples_node = sampleIDs[nodeID].size(); size_t num_classes = class_values->size(); double best_decrease = -1; @@ -200,16 +146,18 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi std::vector all_values; data->getAllValues(all_values, sampleIDs[nodeID], varID); - // TODO: If pop_back() in getAllValues, this is 0 for 1 split .. -> change back to == 0 //Try next variable if all equal for this if (all_values.size() < 2) { continue; } - // TODO: Get all values needed for unordered? // Find best split value, if ordered consider all values as split values, else all 2-partitions if ((*is_ordered_variable)[varID]) { + // Remove largest value because no split possible + all_values.pop_back(); + + // Find best split value findBestSplitValue(nodeID, varID, all_values, num_classes, class_counts, num_samples_node, best_value, best_varID, best_decrease); } else { @@ -220,9 +168,6 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi delete[] class_counts; - // TODO: Remove -// std::cout << "Finish findBestSplit." << std::endl; - // Stop if no good split found if (best_decrease < 0) { return true; @@ -300,51 +245,29 @@ void TreeClassification::findBestSplitValue(size_t nodeID, size_t varID, std::ve delete[] n_right; } -// TODO: Try to iterate over all possible levels instead.. faster? void TreeClassification::findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, size_t num_classes, size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { - std::cout << "Factor levels: "; - for (auto& level : factor_levels) { - std::cout << level << " "; - } - std::cout << std::endl; - + // Number of possible splits is 2^num_levels size_t num_splits = (1 << factor_levels.size()); - std::cout << "Number of levels: " << factor_levels.size() << std::endl; - std::cout << "Number of splits: " << num_splits << std::endl; - // Compute decrease of impurity for each possible split - // all 0 and all 1 excluded - for (size_t i = 1; i < num_splits - 1; ++i) { + // Split where all left (0) or all right (1) are excluded + // The second half of numbers is just left/right switched the first half -> Exclude second half + for (size_t local_splitID = 1; local_splitID < num_splits/2 - 1; ++local_splitID) { -// std::cout << "Local split id: " << i << "; "; - - // Compute overall splitID + // Compute overall splitID by shifting local factorIDs to global positions size_t splitID = 0; for (size_t j = 0; j < factor_levels.size(); ++j) { - double level = factor_levels[j]; - size_t factorID = floor(level) - 1; - - if ((i & (1 << j)) != 0) { + if ((local_splitID & (1 << j))) { + double level = factor_levels[j]; + size_t factorID = floor(level) - 1; splitID = splitID | (1 << factorID); } } -// std::cout << "Global split id: " << splitID << std::endl; - - // TODO: Remove -// for (size_t j = 0; j < factor_levels.size(); ++j) { -// double level = factor_levels[j]; -// size_t factorID = floor(level) - 1; -// -// size_t right = (splitID & (1 << factorID)) != 0; -// -// std::cout << "Level " << level << ", id " << factorID << ", right? " << right << std::endl; -// } - + // Initialize size_t* class_counts_right = new size_t[num_classes](); size_t n_right = 0; @@ -352,21 +275,17 @@ void TreeClassification::findBestSplitValueUnordered(size_t nodeID, size_t varID for (auto& sampleID : sampleIDs[nodeID]) { uint sample_classID = (*response_classIDs)[sampleID]; double value = data->get(sampleID, varID); - size_t factorID = floor(value) - 1; // If in right child, count - // In right child, if bitwise i at position factorID is 1 - if ((splitID & (1 << factorID)) != 0) { + // In right child, if bitwise splitID at position factorID is 1 + if ((splitID & (1 << factorID))) { ++n_right; ++class_counts_right[sample_classID]; } } - size_t n_left = num_samples_node - n_right; -// std::cout << "n_left: " << n_left << ", n_right: " << n_right << std::endl; - // Sum of squares double sum_left = 0; double sum_right = 0; @@ -381,8 +300,6 @@ void TreeClassification::findBestSplitValueUnordered(size_t nodeID, size_t varID // Decrease of impurity double decrease = sum_left / (double) n_left + sum_right / (double) n_right; -// std::cout << "decrease: " << decrease << std::endl; - // If better than before, use this if (decrease > best_decrease) { best_value = splitID; @@ -392,7 +309,6 @@ void TreeClassification::findBestSplitValueUnordered(size_t nodeID, size_t varID delete[] class_counts_right; } - } void TreeClassification::addGiniImportance(size_t nodeID, size_t varID, double decrease) { diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index b2b4d46a0..0ef88dd67 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -163,7 +163,7 @@ bool TreeProbability::findBestSplit(size_t nodeID, std::vector& possible if ((*is_ordered_variable)[varID]) { findBestSplitValue(nodeID, varID, all_values, sum_node, num_samples_node, best_value, best_varID, best_decrease); } else { - // TODO + // TODO: Add unordered splitting } } diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index 0682f18ec..f95b5d356 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -132,7 +132,7 @@ bool TreeRegression::findBestSplit(size_t nodeID, std::vector& possible_ if ((*is_ordered_variable)[varID]) { findBestSplitValue(nodeID, varID, all_values, sum_node, num_samples_node, best_value, best_varID, best_decrease); } else { - // TODO + // TODO: Add unordered splitting } } diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index ef9edfe9c..b56d235e8 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -125,7 +125,7 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss if ((*is_ordered_variable)[varID]) { findBestSplitValueLogRank(nodeID, varID, all_values, best_value, best_varID, best_logrank); } else { - // TODO + // TODO: Add unordered splitting } } diff --git a/source/src/utility/Data.cpp b/source/src/utility/Data.cpp index 7e3912656..181536f1f 100644 --- a/source/src/utility/Data.cpp +++ b/source/src/utility/Data.cpp @@ -174,14 +174,9 @@ void Data::getAllValues(std::vector& all_values, std::vector& sa } sort(all_values.begin(), all_values.end()); all_values.erase(unique(all_values.begin(), all_values.end()), all_values.end()); - - // TODO: What to do here? - // Remove largest value because no split possible - //all_values.pop_back(); - } else { - // If GWA data just use 0, 1. A split at 2 would always produce empty right child. - all_values = std::vector( { 0, 1 }); + // If GWA data just use 0, 1, 2 + all_values = std::vector( { 0, 1, 2 }); } } From 0bb709bdd1569ae806094be459cbaae435843cc9 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 19 Feb 2015 17:30:20 +0100 Subject: [PATCH 116/344] classification working --- source/src/Tree/Tree.cpp | 56 ++++++++++++++++++++++++++++++---------- 1 file changed, 42 insertions(+), 14 deletions(-) diff --git a/source/src/Tree/Tree.cpp b/source/src/Tree/Tree.cpp index e1ffd57ee..d8b43b0b2 100644 --- a/source/src/Tree/Tree.cpp +++ b/source/src/Tree/Tree.cpp @@ -97,7 +97,6 @@ void Tree::grow() { cleanUpInternal(); } -// TODO: Add unordered splitting void Tree::predict(const Data* prediction_data, bool oob_prediction) { size_t num_samples_predict; @@ -126,13 +125,28 @@ void Tree::predict(const Data* prediction_data, bool oob_prediction) { } // Move to child - double value = prediction_data->get(sample_idx, split_varIDs[nodeID]); - if (value <= split_values[nodeID]) { - // Move to left child - nodeID = child_nodeIDs[nodeID][0]; + size_t split_varID = split_varIDs[nodeID]; + double value = prediction_data->get(sample_idx, split_varID); + if ((*is_ordered_variable)[split_varID]) { + if (value <= split_values[nodeID]) { + // Move to left child + nodeID = child_nodeIDs[nodeID][0]; + } else { + // Move to right child + nodeID = child_nodeIDs[nodeID][1]; + } } else { - // Move to right child - nodeID = child_nodeIDs[nodeID][1]; + size_t factorID = floor(value) - 1; + size_t splitID = floor(split_varID); + + // Left if 0 found at position factorID + if (!(splitID & (1 << factorID))) { + // Move to left child + nodeID = child_nodeIDs[nodeID][0]; + } else { + // Move to right child + nodeID = child_nodeIDs[nodeID][1]; + } } } @@ -223,7 +237,6 @@ void Tree::splitNode(size_t nodeID) { child_nodeIDs[nodeID].push_back(right_child_nodeID); createEmptyNode(); - // TODO: Encapsulate in function? // For each sample in node, assign to left or right child if ((*is_ordered_variable)[split_varID]) { // Ordered: left is <= splitval and right is > splitval @@ -266,7 +279,6 @@ void Tree::createEmptyNode() { createEmptyNodeInternal(); } -// TODO: Add unordered splitting size_t Tree::dropDownSamplePermuted(size_t permuted_varID, size_t sampleID, size_t permuted_sampleID) { // Start in root and drop down @@ -281,13 +293,29 @@ size_t Tree::dropDownSamplePermuted(size_t permuted_varID, size_t sampleID, size } // Move to child - if (data->get(sampleID_final, split_varID) <= split_values[nodeID]) { - // Move to left child - nodeID = child_nodeIDs[nodeID][0]; + double value = data->get(sampleID_final, split_varID); + if ((*is_ordered_variable)[split_varID]) { + if (value <= split_values[nodeID]) { + // Move to left child + nodeID = child_nodeIDs[nodeID][0]; + } else { + // Move to right child + nodeID = child_nodeIDs[nodeID][1]; + } } else { - // Move to right child - nodeID = child_nodeIDs[nodeID][1]; + size_t factorID = floor(value) - 1; + size_t splitID = floor(split_values[nodeID]); + + // Left if 0 found at position factorID + if (!(splitID & (1 << factorID))) { + // Move to left child + nodeID = child_nodeIDs[nodeID][0]; + } else { + // Move to right child + nodeID = child_nodeIDs[nodeID][1]; + } } + } return nodeID; } From 448ded8870805db0cee4964dee1051c34c82be26 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 19 Feb 2015 18:20:05 +0100 Subject: [PATCH 117/344] work on regression --- source/src/Tree/TreeClassification.cpp | 9 ++- source/src/Tree/TreeProbability.cpp | 76 +++++++++++++++++++++++++- source/src/Tree/TreeProbability.h | 6 +- source/src/Tree/TreeRegression.cpp | 72 +++++++++++++++++++++++- source/src/Tree/TreeRegression.h | 2 + source/src/Tree/TreeSurvival.cpp | 74 ++++++++++++++++++++++++- source/src/Tree/TreeSurvival.h | 2 + 7 files changed, 232 insertions(+), 9 deletions(-) diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 047ae1ce2..619383b74 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -245,6 +245,7 @@ void TreeClassification::findBestSplitValue(size_t nodeID, size_t varID, std::ve delete[] n_right; } +// TODO: Test if prediction error differs with/without unordered covars. Need predictive covars void TreeClassification::findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, size_t num_classes, size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { @@ -252,10 +253,16 @@ void TreeClassification::findBestSplitValueUnordered(size_t nodeID, size_t varID // Number of possible splits is 2^num_levels size_t num_splits = (1 << factor_levels.size()); + // TODO: Remove + std::cout << std::endl << std::endl << "Number of factors: " << factor_levels.size() << std::endl; + // Compute decrease of impurity for each possible split // Split where all left (0) or all right (1) are excluded // The second half of numbers is just left/right switched the first half -> Exclude second half - for (size_t local_splitID = 1; local_splitID < num_splits/2 - 1; ++local_splitID) { + for (size_t local_splitID = 1; local_splitID < num_splits / 2; ++local_splitID) { + + // TODO: Remove + std::cout << local_splitID << " "; // Compute overall splitID by shifting local factorIDs to global positions size_t splitID = 0; diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index 0ef88dd67..a51beb539 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -155,15 +155,20 @@ bool TreeProbability::findBestSplit(size_t nodeID, std::vector& possible data->getAllValues(all_values, sampleIDs[nodeID], varID); // Try next variable if all equal for this - if (all_values.size() == 0) { + if (all_values.size() < 2) { continue; } // Find best split value, if ordered consider all values as split values, else all 2-partitions if ((*is_ordered_variable)[varID]) { + + // Remove largest value because no split possible + all_values.pop_back(); + findBestSplitValue(nodeID, varID, all_values, sum_node, num_samples_node, best_value, best_varID, best_decrease); } else { - // TODO: Add unordered splitting + findBestSplitValueUnordered(nodeID, varID, all_values, sum_node, num_samples_node, best_value, best_varID, + best_decrease); } } @@ -234,6 +239,73 @@ void TreeProbability::findBestSplitValue(size_t nodeID, size_t varID, std::vecto } +void TreeProbability::findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, + double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { + + // TODO: Unordered .. + +// // Number of possible splits is 2^num_levels +// size_t num_splits = (1 << factor_levels.size()); +// +// // Compute decrease of impurity for each possible split +// // Split where all left (0) or all right (1) are excluded +// // The second half of numbers is just left/right switched the first half -> Exclude second half +// for (size_t local_splitID = 1; local_splitID < num_splits/2 - 1; ++local_splitID) { +// +// // Compute overall splitID by shifting local factorIDs to global positions +// size_t splitID = 0; +// for (size_t j = 0; j < factor_levels.size(); ++j) { +// if ((local_splitID & (1 << j))) { +// double level = factor_levels[j]; +// size_t factorID = floor(level) - 1; +// splitID = splitID | (1 << factorID); +// } +// } +// +// // Initialize +// size_t* class_counts_right = new size_t[num_classes](); +// size_t n_right = 0; +// +// // Count classes in left and right child +// for (auto& sampleID : sampleIDs[nodeID]) { +// uint sample_classID = (*response_classIDs)[sampleID]; +// double value = data->get(sampleID, varID); +// size_t factorID = floor(value) - 1; +// +// // If in right child, count +// // In right child, if bitwise splitID at position factorID is 1 +// if ((splitID & (1 << factorID))) { +// ++n_right; +// ++class_counts_right[sample_classID]; +// } +// } +// size_t n_left = num_samples_node - n_right; +// +// // Sum of squares +// double sum_left = 0; +// double sum_right = 0; +// for (size_t j = 0; j < num_classes; ++j) { +// size_t class_count_right = class_counts_right[j]; +// size_t class_count_left = class_counts[j] - class_count_right; +// +// sum_right += class_count_right * class_count_right; +// sum_left += class_count_left * class_count_left; +// } +// +// // Decrease of impurity +// double decrease = sum_left / (double) n_left + sum_right / (double) n_right; +// +// // If better than before, use this +// if (decrease > best_decrease) { +// best_value = splitID; +// best_varID = varID; +// best_decrease = decrease; +// } +// +// delete[] class_counts_right; +// } +} + void TreeProbability::addImpurityImportance(size_t nodeID, size_t varID, double decrease) { double sum_node = 0; diff --git a/source/src/Tree/TreeProbability.h b/source/src/Tree/TreeProbability.h index 96627e3e0..31514f465 100644 --- a/source/src/Tree/TreeProbability.h +++ b/source/src/Tree/TreeProbability.h @@ -68,8 +68,10 @@ class TreeProbability: public Tree { // Called by splitNodeInternal(). Sets split_varIDs and split_values. bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); - void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, - double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); + void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, double sum_node, + size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); + void findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, double sum_node, + size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); void addImpurityImportance(size_t nodeID, size_t varID, double decrease); diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index f95b5d356..2c389dd9d 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -124,15 +124,20 @@ bool TreeRegression::findBestSplit(size_t nodeID, std::vector& possible_ data->getAllValues(all_values, sampleIDs[nodeID], varID); // Try next variable if all equal for this - if (all_values.size() == 0) { + if (all_values.size() < 2) { continue; } // Find best split value, if ordered consider all values as split values, else all 2-partitions if ((*is_ordered_variable)[varID]) { + + // Remove largest value because no split possible + all_values.pop_back(); + findBestSplitValue(nodeID, varID, all_values, sum_node, num_samples_node, best_value, best_varID, best_decrease); } else { - // TODO: Add unordered splitting + findBestSplitValueUnordered(nodeID, varID, all_values, sum_node, num_samples_node, best_value, best_varID, + best_decrease); } } @@ -202,6 +207,69 @@ void TreeRegression::findBestSplitValue(size_t nodeID, size_t varID, std::vector delete[] n_right; } +// TODO: Why is the prediction error lower without unordered covars? +void TreeRegression::findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, + double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { + + // Number of possible splits is 2^num_levels + size_t num_splits = (1 << factor_levels.size()); + + // TODO: Remove + std::cout << std::endl << "Number of factors: " << factor_levels.size() << std::endl; + + // Compute decrease of impurity for each possible split + // Split where all left (0) or all right (1) are excluded + // The second half of numbers is just left/right switched the first half -> Exclude second half + for (size_t local_splitID = 1; local_splitID < num_splits / 2; ++local_splitID) { + + // TODO: Remove + std::cout << "Local split id: " << local_splitID << std::endl; + + // Compute overall splitID by shifting local factorIDs to global positions + size_t splitID = 0; + for (size_t j = 0; j < factor_levels.size(); ++j) { + if ((local_splitID & (1 << j))) { + double level = factor_levels[j]; + size_t factorID = floor(level) - 1; + splitID = splitID | (1 << factorID); + } + } + + // Initialize + double sum_right = 0; + size_t n_right = 0; + + // Sum in right child + for (auto& sampleID : sampleIDs[nodeID]) { + double response = data->get(sampleID, dependent_varID); + double value = data->get(sampleID, varID); + size_t factorID = floor(value) - 1; + + // If in right child, count + // In right child, if bitwise splitID at position factorID is 1 + if ((splitID & (1 << factorID))) { + ++n_right; + sum_right += response; + } + } + size_t n_left = num_samples_node - n_right; + + // Sum of squares + double sum_left = sum_node - sum_right; + double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; + + // TODO: Remove + std::cout << "n_left: " << n_left << ", n_right: " << n_right << ", decrease: " << decrease << std::endl; + + // If better than before, use this + if (decrease > best_decrease) { + best_value = splitID; + best_varID = varID; + best_decrease = decrease; + } + } +} + void TreeRegression::addImpurityImportance(size_t nodeID, size_t varID, double decrease) { double sum_node = 0; diff --git a/source/src/Tree/TreeRegression.h b/source/src/Tree/TreeRegression.h index fab42b2b8..ad8b45712 100644 --- a/source/src/Tree/TreeRegression.h +++ b/source/src/Tree/TreeRegression.h @@ -63,6 +63,8 @@ class TreeRegression: public Tree { bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); + void findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, double sum_node, + size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); void addImpurityImportance(size_t nodeID, size_t varID, double decrease); diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index b56d235e8..006e76624 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -117,15 +117,19 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss data->getAllValues(all_values, sampleIDs[nodeID], varID); // Try next variable if all equal for this - if (all_values.size() == 0) { + if (all_values.size() < 2) { continue; } // Find best split value, if ordered consider all values as split values, else all 2-partitions if ((*is_ordered_variable)[varID]) { + + // Remove largest value because no split possible + all_values.pop_back(); + findBestSplitValueLogRank(nodeID, varID, all_values, best_value, best_varID, best_logrank); } else { - // TODO: Add unordered splitting + findBestSplitValueUnordered(nodeID, varID, all_values, best_value, best_varID, best_logrank); } } @@ -266,3 +270,69 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::v delete[] num_samples_right_child; } +void TreeSurvival::findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, + double& best_value, size_t& best_varID, double& best_logrank) { + + // TODO: Unordered .. + +// // Number of possible splits is 2^num_levels +// size_t num_splits = (1 << factor_levels.size()); +// +// // Compute decrease of impurity for each possible split +// // Split where all left (0) or all right (1) are excluded +// // The second half of numbers is just left/right switched the first half -> Exclude second half +// for (size_t local_splitID = 1; local_splitID < num_splits/2 - 1; ++local_splitID) { +// +// // Compute overall splitID by shifting local factorIDs to global positions +// size_t splitID = 0; +// for (size_t j = 0; j < factor_levels.size(); ++j) { +// if ((local_splitID & (1 << j))) { +// double level = factor_levels[j]; +// size_t factorID = floor(level) - 1; +// splitID = splitID | (1 << factorID); +// } +// } +// +// // Initialize +// size_t* class_counts_right = new size_t[num_classes](); +// size_t n_right = 0; +// +// // Count classes in left and right child +// for (auto& sampleID : sampleIDs[nodeID]) { +// uint sample_classID = (*response_classIDs)[sampleID]; +// double value = data->get(sampleID, varID); +// size_t factorID = floor(value) - 1; +// +// // If in right child, count +// // In right child, if bitwise splitID at position factorID is 1 +// if ((splitID & (1 << factorID))) { +// ++n_right; +// ++class_counts_right[sample_classID]; +// } +// } +// size_t n_left = num_samples_node - n_right; +// +// // Sum of squares +// double sum_left = 0; +// double sum_right = 0; +// for (size_t j = 0; j < num_classes; ++j) { +// size_t class_count_right = class_counts_right[j]; +// size_t class_count_left = class_counts[j] - class_count_right; +// +// sum_right += class_count_right * class_count_right; +// sum_left += class_count_left * class_count_left; +// } +// +// // Decrease of impurity +// double decrease = sum_left / (double) n_left + sum_right / (double) n_right; +// +// // If better than before, use this +// if (decrease > best_decrease) { +// best_value = splitID; +// best_varID = varID; +// best_decrease = decrease; +// } +// +// delete[] class_counts_right; +// } +} diff --git a/source/src/Tree/TreeSurvival.h b/source/src/Tree/TreeSurvival.h index f0e3d88e5..f9f4477f9 100644 --- a/source/src/Tree/TreeSurvival.h +++ b/source/src/Tree/TreeSurvival.h @@ -70,6 +70,8 @@ class TreeSurvival: public Tree { size_t* num_samples_right_child, size_t* num_samples_at_risk_right_child, size_t* num_deaths_right_child); void findBestSplitValueLogRank(size_t nodeID, size_t varID, std::vector& possible_split_values, double& best_value, size_t& best_varID, double& best_logrank); + void findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, double& best_value, + size_t& best_varID, double& best_logrank); void cleanUpInternal() { delete[] num_deaths; From 4f9d97fed72dff3740e5d7f644bbc0a0d9e28e0c Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 20 Feb 2015 08:54:38 +0100 Subject: [PATCH 118/344] all treetypes working now --- source/src/Tree/Tree.cpp | 2 +- source/src/Tree/TreeClassification.cpp | 1 - source/src/Tree/TreeProbability.cpp | 119 +++++++++---------- source/src/Tree/TreeRegression.cpp | 1 - source/src/Tree/TreeSurvival.cpp | 154 +++++++++++++++---------- source/src/Tree/TreeSurvival.h | 2 +- 6 files changed, 149 insertions(+), 130 deletions(-) diff --git a/source/src/Tree/Tree.cpp b/source/src/Tree/Tree.cpp index d8b43b0b2..279600baa 100644 --- a/source/src/Tree/Tree.cpp +++ b/source/src/Tree/Tree.cpp @@ -137,7 +137,7 @@ void Tree::predict(const Data* prediction_data, bool oob_prediction) { } } else { size_t factorID = floor(value) - 1; - size_t splitID = floor(split_varID); + size_t splitID = floor(split_values[nodeID]); // Left if 0 found at position factorID if (!(splitID & (1 << factorID))) { diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 619383b74..825405299 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -245,7 +245,6 @@ void TreeClassification::findBestSplitValue(size_t nodeID, size_t varID, std::ve delete[] n_right; } -// TODO: Test if prediction error differs with/without unordered covars. Need predictive covars void TreeClassification::findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, size_t num_classes, size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index a51beb539..9f73876a4 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -242,68 +242,63 @@ void TreeProbability::findBestSplitValue(size_t nodeID, size_t varID, std::vecto void TreeProbability::findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { - // TODO: Unordered .. - -// // Number of possible splits is 2^num_levels -// size_t num_splits = (1 << factor_levels.size()); -// -// // Compute decrease of impurity for each possible split -// // Split where all left (0) or all right (1) are excluded -// // The second half of numbers is just left/right switched the first half -> Exclude second half -// for (size_t local_splitID = 1; local_splitID < num_splits/2 - 1; ++local_splitID) { -// -// // Compute overall splitID by shifting local factorIDs to global positions -// size_t splitID = 0; -// for (size_t j = 0; j < factor_levels.size(); ++j) { -// if ((local_splitID & (1 << j))) { -// double level = factor_levels[j]; -// size_t factorID = floor(level) - 1; -// splitID = splitID | (1 << factorID); -// } -// } -// -// // Initialize -// size_t* class_counts_right = new size_t[num_classes](); -// size_t n_right = 0; -// -// // Count classes in left and right child -// for (auto& sampleID : sampleIDs[nodeID]) { -// uint sample_classID = (*response_classIDs)[sampleID]; -// double value = data->get(sampleID, varID); -// size_t factorID = floor(value) - 1; -// -// // If in right child, count -// // In right child, if bitwise splitID at position factorID is 1 -// if ((splitID & (1 << factorID))) { -// ++n_right; -// ++class_counts_right[sample_classID]; -// } -// } -// size_t n_left = num_samples_node - n_right; -// -// // Sum of squares -// double sum_left = 0; -// double sum_right = 0; -// for (size_t j = 0; j < num_classes; ++j) { -// size_t class_count_right = class_counts_right[j]; -// size_t class_count_left = class_counts[j] - class_count_right; -// -// sum_right += class_count_right * class_count_right; -// sum_left += class_count_left * class_count_left; -// } -// -// // Decrease of impurity -// double decrease = sum_left / (double) n_left + sum_right / (double) n_right; -// -// // If better than before, use this -// if (decrease > best_decrease) { -// best_value = splitID; -// best_varID = varID; -// best_decrease = decrease; -// } -// -// delete[] class_counts_right; -// } + // Number of possible splits is 2^num_levels + size_t num_splits = (1 << factor_levels.size()); + + // TODO: Remove + std::cout << std::endl << "Number of factors: " << factor_levels.size() << std::endl; + + // Compute decrease of impurity for each possible split + // Split where all left (0) or all right (1) are excluded + // The second half of numbers is just left/right switched the first half -> Exclude second half + for (size_t local_splitID = 1; local_splitID < num_splits / 2; ++local_splitID) { + + // TODO: Remove + std::cout << "Local split id: " << local_splitID << std::endl; + + // Compute overall splitID by shifting local factorIDs to global positions + size_t splitID = 0; + for (size_t j = 0; j < factor_levels.size(); ++j) { + if ((local_splitID & (1 << j))) { + double level = factor_levels[j]; + size_t factorID = floor(level) - 1; + splitID = splitID | (1 << factorID); + } + } + + // Initialize + double sum_right = 0; + size_t n_right = 0; + + // Sum in right child + for (auto& sampleID : sampleIDs[nodeID]) { + double response = data->get(sampleID, dependent_varID); + double value = data->get(sampleID, varID); + size_t factorID = floor(value) - 1; + + // If in right child, count + // In right child, if bitwise splitID at position factorID is 1 + if ((splitID & (1 << factorID))) { + ++n_right; + sum_right += response; + } + } + size_t n_left = num_samples_node - n_right; + + // Sum of squares + double sum_left = sum_node - sum_right; + double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; + + // TODO: Remove + std::cout << "n_left: " << n_left << ", n_right: " << n_right << ", decrease: " << decrease << std::endl; + + // If better than before, use this + if (decrease > best_decrease) { + best_value = splitID; + best_varID = varID; + best_decrease = decrease; + } + } } void TreeProbability::addImpurityImportance(size_t nodeID, size_t varID, double decrease) { diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index 2c389dd9d..df956d469 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -207,7 +207,6 @@ void TreeRegression::findBestSplitValue(size_t nodeID, size_t varID, std::vector delete[] n_right; } -// TODO: Why is the prediction error lower without unordered covars? void TreeRegression::findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 006e76624..36189298a 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -129,7 +129,7 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss findBestSplitValueLogRank(nodeID, varID, all_values, best_value, best_varID, best_logrank); } else { - findBestSplitValueUnordered(nodeID, varID, all_values, best_value, best_varID, best_logrank); + findBestSplitValueLogRankUnordered(nodeID, varID, all_values, best_value, best_varID, best_logrank); } } @@ -270,69 +270,95 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::v delete[] num_samples_right_child; } -void TreeSurvival::findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, +void TreeSurvival::findBestSplitValueLogRankUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, double& best_value, size_t& best_varID, double& best_logrank) { - // TODO: Unordered .. - -// // Number of possible splits is 2^num_levels -// size_t num_splits = (1 << factor_levels.size()); -// -// // Compute decrease of impurity for each possible split -// // Split where all left (0) or all right (1) are excluded -// // The second half of numbers is just left/right switched the first half -> Exclude second half -// for (size_t local_splitID = 1; local_splitID < num_splits/2 - 1; ++local_splitID) { -// -// // Compute overall splitID by shifting local factorIDs to global positions -// size_t splitID = 0; -// for (size_t j = 0; j < factor_levels.size(); ++j) { -// if ((local_splitID & (1 << j))) { -// double level = factor_levels[j]; -// size_t factorID = floor(level) - 1; -// splitID = splitID | (1 << factorID); -// } -// } -// -// // Initialize -// size_t* class_counts_right = new size_t[num_classes](); -// size_t n_right = 0; -// -// // Count classes in left and right child -// for (auto& sampleID : sampleIDs[nodeID]) { -// uint sample_classID = (*response_classIDs)[sampleID]; -// double value = data->get(sampleID, varID); -// size_t factorID = floor(value) - 1; -// -// // If in right child, count -// // In right child, if bitwise splitID at position factorID is 1 -// if ((splitID & (1 << factorID))) { -// ++n_right; -// ++class_counts_right[sample_classID]; -// } -// } -// size_t n_left = num_samples_node - n_right; -// -// // Sum of squares -// double sum_left = 0; -// double sum_right = 0; -// for (size_t j = 0; j < num_classes; ++j) { -// size_t class_count_right = class_counts_right[j]; -// size_t class_count_left = class_counts[j] - class_count_right; -// -// sum_right += class_count_right * class_count_right; -// sum_left += class_count_left * class_count_left; -// } -// -// // Decrease of impurity -// double decrease = sum_left / (double) n_left + sum_right / (double) n_right; -// -// // If better than before, use this -// if (decrease > best_decrease) { -// best_value = splitID; -// best_varID = varID; -// best_decrease = decrease; -// } -// -// delete[] class_counts_right; -// } + // Number of possible splits is 2^num_levels + size_t num_splits = (1 << factor_levels.size()); + + // TODO: Remove + std::cout << std::endl << std::endl << "Number of factors: " << factor_levels.size() << std::endl; + + // Compute logrank test statistic for each possible split + // Split where all left (0) or all right (1) are excluded + // The second half of numbers is just left/right switched the first half -> Exclude second half + for (size_t local_splitID = 1; local_splitID < num_splits / 2; ++local_splitID) { + + // TODO: Remove + std::cout << local_splitID << " "; + + // Compute overall splitID by shifting local factorIDs to global positions + size_t splitID = 0; + for (size_t j = 0; j < factor_levels.size(); ++j) { + if ((local_splitID & (1 << j))) { + double level = factor_levels[j]; + size_t factorID = floor(level) - 1; + splitID = splitID | (1 << factorID); + } + } + + // Initialize + size_t* num_deaths_right_child = new size_t[num_timepoints](); + size_t* delta_samples_at_risk_right_child = new size_t[num_timepoints](); + size_t num_samples_right_child = 0; + double nominator = 0; + double denominator_squared = 0; + + // Count deaths in right child per timepoint + for (auto& sampleID : sampleIDs[nodeID]) { + size_t survival_timeID = (*response_timepointIDs)[sampleID]; + double value = data->get(sampleID, varID); + size_t factorID = floor(value) - 1; + + // If in right child, count + // In right child, if bitwise splitID at position factorID is 1 + if ((splitID & (1 << factorID))) { + ++num_samples_right_child; + ++delta_samples_at_risk_right_child[survival_timeID]; + if (data->get(sampleID, status_varID) == 1) { + ++num_deaths_right_child[survival_timeID]; + } + } + + } + + // Stop if minimal node size reached + size_t num_samples_left_child = sampleIDs[nodeID].size() - num_samples_right_child; + if (num_samples_right_child < min_node_size || num_samples_left_child < min_node_size) { + continue; + } + + // Compute logrank test statistic for this split + size_t num_samples_at_risk_right_child = num_samples_right_child; + for (size_t t = 0; t < num_timepoints; ++t) { + if (num_samples_at_risk[t] < 2 || num_samples_at_risk_right_child < 1) { + break; + } + + if (num_deaths[t] > 0) { + // Nominator and demoninator for log-rank test, notation from Ishwaran et al. + double di = (double) num_deaths[t]; + double di1 = (double) num_deaths_right_child[t]; + double Yi = (double) num_samples_at_risk[t]; + double Yi1 = (double) num_samples_at_risk_right_child; + nominator += di1 - Yi1 * (di / Yi); + denominator_squared += (Yi1 / Yi) * (1.0 - Yi1 / Yi) * ((Yi - di) / (Yi - 1)) * di; + } + + // Reduce number of samples at risk for next timepoint + num_samples_at_risk_right_child -= delta_samples_at_risk_right_child[t]; + } + double logrank = -1; + if (denominator_squared != 0) { + logrank = fabs(nominator / sqrt(denominator_squared)); + } + + if (logrank > best_logrank) { + best_value = splitID; + best_varID = varID; + best_logrank = logrank; + } + + } + } diff --git a/source/src/Tree/TreeSurvival.h b/source/src/Tree/TreeSurvival.h index f9f4477f9..9d1b0f73f 100644 --- a/source/src/Tree/TreeSurvival.h +++ b/source/src/Tree/TreeSurvival.h @@ -70,7 +70,7 @@ class TreeSurvival: public Tree { size_t* num_samples_right_child, size_t* num_samples_at_risk_right_child, size_t* num_deaths_right_child); void findBestSplitValueLogRank(size_t nodeID, size_t varID, std::vector& possible_split_values, double& best_value, size_t& best_varID, double& best_logrank); - void findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, double& best_value, + void findBestSplitValueLogRankUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, double& best_value, size_t& best_varID, double& best_logrank); void cleanUpInternal() { From b6363617d988f4f194a2ceebd903bb5377bb8e09 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 20 Feb 2015 11:15:38 +0100 Subject: [PATCH 119/344] working for all tree types --- R_package/ranger.R | 8 +++ source/src/Forest/Forest.cpp | 6 ++ source/src/Tree/TreeClassification.cpp | 4 +- source/src/Tree/TreeProbability.cpp | 6 +- source/src/Tree/TreeRegression.cpp | 6 +- source/src/Tree/TreeSurvival.cpp | 4 +- source/src/utility/ArgumentHandler.cpp | 3 +- source/src/utility/utility.cpp | 35 +++++++++++ source/src/utility/utility.h | 59 +++++++++++------- test/test_r.R | 82 +++++++++++++++++++++----- 10 files changed, 166 insertions(+), 47 deletions(-) diff --git a/R_package/ranger.R b/R_package/ranger.R index c41ab7d5a..be171d16f 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -342,6 +342,14 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, independent.idx <- names.selected != dependent.variable.name & names.selected != status.variable.name unordered.factor.variables <- names.selected[factor.idx & !ordered.idx & independent.idx] use.unordered.factor.variables <- TRUE + + ## Check level count + num.levels <- sapply(data.selected[, factor.idx & !ordered.idx & independent.idx, drop = FALSE], nlevels) + max.level.count <- 8*.Machine$sizeof.pointer - 1 + if (max(num.levels) > max.level.count) { + stop(paste("Too many levels in unordered categorical variable ", variable_name, ". Only ", + max.level.count, " levels allowed.", sep = "")) + } } else { unordered.factor.variables <- c("0", "0") use.unordered.factor.variables <- FALSE diff --git a/source/src/Forest/Forest.cpp b/source/src/Forest/Forest.cpp index c17319ae4..d34cbf926 100644 --- a/source/src/Forest/Forest.cpp +++ b/source/src/Forest/Forest.cpp @@ -114,6 +114,12 @@ void Forest::initCpp(std::string dependent_variable_name, MemoryMode memory_mode } setSplitWeightVector(split_select_weights); } + + // Check if all catvars are coded in integers starting at + std::string error_message = checkUnorderedVariables(data, unordered_variable_names); + if (!error_message.empty()) { + throw std::runtime_error(error_message); + } } void Forest::initR(std::string dependent_variable_name, MemoryMode memory_mode, Data* input_data, uint mtry, diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 825405299..3daff13eb 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -253,7 +253,7 @@ void TreeClassification::findBestSplitValueUnordered(size_t nodeID, size_t varID size_t num_splits = (1 << factor_levels.size()); // TODO: Remove - std::cout << std::endl << std::endl << "Number of factors: " << factor_levels.size() << std::endl; +// std::cout << std::endl << std::endl << "Number of factors: " << factor_levels.size() << std::endl; // Compute decrease of impurity for each possible split // Split where all left (0) or all right (1) are excluded @@ -261,7 +261,7 @@ void TreeClassification::findBestSplitValueUnordered(size_t nodeID, size_t varID for (size_t local_splitID = 1; local_splitID < num_splits / 2; ++local_splitID) { // TODO: Remove - std::cout << local_splitID << " "; +// std::cout << local_splitID << " "; // Compute overall splitID by shifting local factorIDs to global positions size_t splitID = 0; diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index 9f73876a4..0682ffc44 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -246,7 +246,7 @@ void TreeProbability::findBestSplitValueUnordered(size_t nodeID, size_t varID, s size_t num_splits = (1 << factor_levels.size()); // TODO: Remove - std::cout << std::endl << "Number of factors: " << factor_levels.size() << std::endl; +// std::cout << std::endl << "Number of factors: " << factor_levels.size() << std::endl; // Compute decrease of impurity for each possible split // Split where all left (0) or all right (1) are excluded @@ -254,7 +254,7 @@ void TreeProbability::findBestSplitValueUnordered(size_t nodeID, size_t varID, s for (size_t local_splitID = 1; local_splitID < num_splits / 2; ++local_splitID) { // TODO: Remove - std::cout << "Local split id: " << local_splitID << std::endl; +// std::cout << "Local split id: " << local_splitID << std::endl; // Compute overall splitID by shifting local factorIDs to global positions size_t splitID = 0; @@ -290,7 +290,7 @@ void TreeProbability::findBestSplitValueUnordered(size_t nodeID, size_t varID, s double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; // TODO: Remove - std::cout << "n_left: " << n_left << ", n_right: " << n_right << ", decrease: " << decrease << std::endl; +// std::cout << "n_left: " << n_left << ", n_right: " << n_right << ", decrease: " << decrease << std::endl; // If better than before, use this if (decrease > best_decrease) { diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index df956d469..e26581c67 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -214,7 +214,7 @@ void TreeRegression::findBestSplitValueUnordered(size_t nodeID, size_t varID, st size_t num_splits = (1 << factor_levels.size()); // TODO: Remove - std::cout << std::endl << "Number of factors: " << factor_levels.size() << std::endl; +// std::cout << std::endl << "Number of factors: " << factor_levels.size() << std::endl; // Compute decrease of impurity for each possible split // Split where all left (0) or all right (1) are excluded @@ -222,7 +222,7 @@ void TreeRegression::findBestSplitValueUnordered(size_t nodeID, size_t varID, st for (size_t local_splitID = 1; local_splitID < num_splits / 2; ++local_splitID) { // TODO: Remove - std::cout << "Local split id: " << local_splitID << std::endl; +// std::cout << "Local split id: " << local_splitID << std::endl; // Compute overall splitID by shifting local factorIDs to global positions size_t splitID = 0; @@ -258,7 +258,7 @@ void TreeRegression::findBestSplitValueUnordered(size_t nodeID, size_t varID, st double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; // TODO: Remove - std::cout << "n_left: " << n_left << ", n_right: " << n_right << ", decrease: " << decrease << std::endl; +// std::cout << "n_left: " << n_left << ", n_right: " << n_right << ", decrease: " << decrease << std::endl; // If better than before, use this if (decrease > best_decrease) { diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 36189298a..71378702d 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -277,7 +277,7 @@ void TreeSurvival::findBestSplitValueLogRankUnordered(size_t nodeID, size_t varI size_t num_splits = (1 << factor_levels.size()); // TODO: Remove - std::cout << std::endl << std::endl << "Number of factors: " << factor_levels.size() << std::endl; +// std::cout << std::endl << std::endl << "Number of factors: " << factor_levels.size() << std::endl; // Compute logrank test statistic for each possible split // Split where all left (0) or all right (1) are excluded @@ -285,7 +285,7 @@ void TreeSurvival::findBestSplitValueLogRankUnordered(size_t nodeID, size_t varI for (size_t local_splitID = 1; local_splitID < num_splits / 2; ++local_splitID) { // TODO: Remove - std::cout << local_splitID << " "; +// std::cout << local_splitID << " "; // Compute overall splitID by shifting local factorIDs to global positions size_t splitID = 0; diff --git a/source/src/utility/ArgumentHandler.cpp b/source/src/utility/ArgumentHandler.cpp index 487cc7777..a9f31832a 100644 --- a/source/src/utility/ArgumentHandler.cpp +++ b/source/src/utility/ArgumentHandler.cpp @@ -357,7 +357,8 @@ void ArgumentHandler::displayHelp() { std::cout << " " << " For Survival growing is stopped if one child would reach a size smaller than N." << std::endl; std::cout << " " << " This means nodes with size smaller N can occur for Classification and Regression." << std::endl; std::cout << " " << " (Default: 1 for Classification, 5 for Regression, and 3 for Survival)" << std::endl; - std::cout << " " << "--catvars V1,V2,.. Comma separated list of names of (unordered) categorical variables." << std::endl; + std::cout << " " << "--catvars V1,V2,.. Comma separated list of names of (unordered) categorical variables. " << std::endl; + std::cout << " " << " Categorical variables must contain only positive integer values." << std::endl; std::cout << " " << "--write Save forest to file .forest." << std::endl; std::cout << " " << "--predict FILE Load forest from FILE and predict with new data." << std::endl; std::cout << " " << "--impmeasure TYPE Set importance mode to:" << std::endl; diff --git a/source/src/utility/utility.cpp b/source/src/utility/utility.cpp index 9446fa1c5..28380eae6 100644 --- a/source/src/utility/utility.cpp +++ b/source/src/utility/utility.cpp @@ -339,3 +339,38 @@ void shuffleAndSplit(std::vector& first_part, std::vector& secon first_part.resize(n_first); } +std::string checkUnorderedVariables(Data* data, std::vector unordered_variable_names) { + size_t num_rows = data->getNumRows(); + std::vector sampleIDs(num_rows); + std::iota(sampleIDs.begin(), sampleIDs.end(), 0); + + // Check for all unordered variables + for (auto& variable_name : unordered_variable_names) { + size_t varID = data->getVariableID(variable_name); + std::vector all_values; + data->getAllValues(all_values, sampleIDs, varID); + + // Check level count + size_t max_level_count = 8 * sizeof(size_t) - 1; + if (all_values.size() > max_level_count) { + return "Too many levels in unordered categorical variable " + variable_name + ". Only " + + std::to_string(max_level_count) + " levels allowed."; + } + + // Check positive integers + if (!checkPositiveIntegers(all_values)) { + return "Not all values in unordered categorical variable " + variable_name + " are positive integers."; + } + } + return ""; +} + +bool checkPositiveIntegers(std::vector& all_values) { + for (auto& value : all_values) { + if (!(floor(value) == value)) { + return false; + } + } + return true; +} + diff --git a/source/src/utility/utility.h b/source/src/utility/utility.h index cae54cb70..6b9bd5bda 100644 --- a/source/src/utility/utility.h +++ b/source/src/utility/utility.h @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #ifndef UTILITY_H_ #define UTILITY_H_ @@ -280,7 +280,7 @@ size_t roundToNextMultiple(size_t value, uint multiple); void splitString(std::vector& result, std::string input, char split_char); /** - * Create numbers from 0 to n_all-1, shuffle and split in two parts + * Create numbers from 0 to n_all-1, shuffle and split in two parts. * @param first_part First part * @param second_part Second part * @param n_all Number elements @@ -290,4 +290,19 @@ void splitString(std::vector& result, std::string input, char split void shuffleAndSplit(std::vector& first_part, std::vector& second_part, size_t n_all, size_t n_first, std::mt19937_64 random_number_generator); +/** + * Check if not too many factor levels and all values in unordered categorical variables are positive integers. + * @param data Pointer to data object + * @param unordered_variable_names Names of unordered variables + * @return Error message, empty if no problem occured + */ +std::string checkUnorderedVariables(Data* data, std::vector unordered_variable_names); + +/** + * Check if all values in double vector are positive integers. + * @param all_values Double vector to check + * @return True if all values are positive integers + */ +bool checkPositiveIntegers(std::vector& all_values); + #endif /* UTILITY_H_ */ diff --git a/test/test_r.R b/test/test_r.R index 512f40c39..7f5a838a0 100644 --- a/test/test_r.R +++ b/test/test_r.R @@ -151,22 +151,76 @@ dat.long <- data.frame(replicate(rows, rbinom(n, 1, 0.5))) colnames(dat.long) <- paste("x", 1:rows, sep = "") ranger(x1~., dat.long) +## TODO: non-linear effect of covars +##---------------------------------------------------------------------- ## Test unordered variables -dat <- iris -dat$Sepal.Length <- factor(iris$Sepal.Length, ordered = FALSE) -dat$Petal.Width <- factor(iris$Petal.Width, ordered = FALSE) - -ranger(Species ~ ., data = dat, respect.unordered.factors = TRUE) -ranger(Petal.Length ~ ., data = dat, respect.unordered.factors = TRUE) -ranger(dependent.variable.name = "Species", data = dat, respect.unordered.factors = TRUE) - -ranger(Surv(time, status) ~ ., data = veteran, respect.unordered.factors = TRUE) -ranger(dependent.variable.name = "time", status.variable.name = "status", data = veteran, - respect.unordered.factors = TRUE) - +##---------------------------------------------------------------------- +library(ranger) +library(survival) library(GenABEL) +rmultinomfactor <- function(n, size, prob) { + dummy <- rmultinom(n, size, prob) + nofac <- apply(dummy, 2, function(x) which(x == 1)) + fac <- factor(nofac) +} +n <- 100 + +## Covariates +x1 <- rmultinomfactor(n, 1, rep(1, 2)) +x2 <- rmultinomfactor(n, 1, rep(1, 4)) +x3 <- rmultinomfactor(n, 1, rep(1, 6)) +x4 <- rmultinomfactor(n, 1, rep(1, 8)) +x5 <- rnorm(n) +X <- cbind(x1, x2, x3, x4, x5) +beta <- c(3,1,2,1,4) +beta0 <- -15 + +## Endpoint +y <- as.matrix(X) %*% matrix(beta, ncol = 1) + beta0 +yfac <- as.factor(rbinom(n, size=1, prob = plogis(y))) +time <- y + rnorm(n) +time <- time - min(time) +status <- rbinom(n, 1, 0.8) + +## Data +dat_reg <- data.frame(y, x1, x2, x3, x4, x5) +dat_class <- data.frame(yfac, x1, x2, x3, x4, x5) +dat_surv <- data.frame(time, status, x1, x2, x3, x4, x5) + +## Classification +ranger(yfac ~ ., data = dat_class, respect.unordered.factors = FALSE) +ranger(yfac ~ ., data = dat_class, respect.unordered.factors = TRUE) +ranger(dependent.variable.name = "yfac", data = dat_class, respect.unordered.factors = FALSE) +ranger(dependent.variable.name = "yfac", data = dat_class, respect.unordered.factors = TRUE) + +## Regression +ranger(y ~ ., data = dat_reg, respect.unordered.factors = FALSE) +ranger(y~ ., data = dat_reg, respect.unordered.factors = TRUE) +ranger(dependent.variable.name = "y", data = dat_reg, respect.unordered.factors = FALSE) +ranger(dependent.variable.name = "y", data = dat_reg, respect.unordered.factors = TRUE) + +## Probability prediction +ranger(yfac ~ ., data = dat_class, probability = TRUE, respect.unordered.factors = FALSE) +ranger(yfac ~ ., data = dat_class, probability = TRUE, respect.unordered.factors = TRUE) +ranger(dependent.variable.name = "yfac", data = dat_class, probability = TRUE, respect.unordered.factors = FALSE) +ranger(dependent.variable.name = "yfac", data = dat_class, probability = TRUE, respect.unordered.factors = TRUE) + +## Survival +ranger(Surv(time, status) ~ ., data = dat_surv, respect.unordered.factors = FALSE) +ranger(Surv(time, status) ~ ., data = dat_surv, respect.unordered.factors = TRUE) +ranger(dependent.variable.name = "time", status.variable.name = "status", data = dat_surv, respect.unordered.factors = FALSE) +ranger(dependent.variable.name = "time", status.variable.name = "status", data = dat_surv, respect.unordered.factors = TRUE) + +## GWAS data chr21 <- load.gwaa.data("~/sandbox/attic/medianImp/test.pheno", "~/sandbox/attic/medianImp/test.raw") phdata(chr21)$trait <- factor(phdata(chr21)$trait) phdata(chr21)$sex <- factor(phdata(chr21)$sex) -temp <- ranger("trait ~ .", data = chr21, write.forest = TRUE, respect.unordered.factors = TRUE) -##pred <- predict(temp, data = chr21) +ranger("trait ~ .", data = chr21, write.forest = TRUE, respect.unordered.factors = FALSE) +ranger("trait ~ .", data = chr21, write.forest = TRUE, respect.unordered.factors = TRUE) + +## Test maximum number of factor levels +n <- 30 +x <- factor(1:n) +y <- rbinom(n, 1, 0.5) +dat <- data.frame(y, x) +ranger(y ~ x, data = dat, respect.unordered.factors = TRUE) From e377c300b0a07c0fc94f5977666de6c01e49c9f7 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 20 Feb 2015 11:25:37 +0100 Subject: [PATCH 120/344] clean up --- R_package/ranger.R | 6 +++--- source/src/Forest/Forest.cpp | 18 ------------------ source/src/Tree/TreeClassification.cpp | 6 ------ source/src/Tree/TreeProbability.cpp | 9 --------- source/src/Tree/TreeRegression.cpp | 9 --------- source/src/Tree/TreeSurvival.cpp | 6 ------ 6 files changed, 3 insertions(+), 51 deletions(-) diff --git a/R_package/ranger.R b/R_package/ranger.R index be171d16f..5d1969e92 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -58,7 +58,7 @@ ##' Note that missing values are treated as an extra category while splitting. ##' ##' Splitting on unordered factor variables (use \code{respect.unordered.factors = TRUE}) can be very time consuming for factors with many levels. -##' All 2-partitions of the factor levels are considered, limiting the number of unordered factor levels to 31 on 32 bit systems and 63 on 64 bit systems. +##' All 2-partitions of the factor levels are considered, limiting the number of unordered factor levels to 31 and 63 on 32 and 64 bit systems. ##' ##' Notes: ##' \itemize{ @@ -347,8 +347,8 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, num.levels <- sapply(data.selected[, factor.idx & !ordered.idx & independent.idx, drop = FALSE], nlevels) max.level.count <- 8*.Machine$sizeof.pointer - 1 if (max(num.levels) > max.level.count) { - stop(paste("Too many levels in unordered categorical variable ", variable_name, ". Only ", - max.level.count, " levels allowed.", sep = "")) + stop(paste("Too many levels in unordered categorical variable ", unordered.factor.variables[which.max(num.levels)], + ". Only ", max.level.count, " levels allowed on this system.", sep = "")) } } else { unordered.factor.variables <- c("0", "0") diff --git a/source/src/Forest/Forest.cpp b/source/src/Forest/Forest.cpp index d34cbf926..56a8bf309 100644 --- a/source/src/Forest/Forest.cpp +++ b/source/src/Forest/Forest.cpp @@ -199,24 +199,6 @@ void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, D is_ordered_variable[varID] = false; } - // TODO: Remove! - std::cout << "Unordered variable IDs: "; - for (size_t i = 0; i < is_ordered_variable.size(); ++i) { - if (!is_ordered_variable[i]) { - std::cout << i << ", "; - } - } - std::cout << std::endl; - - // TODO: Remove! - std::cout << "Unordered variable names: "; - for (size_t i = 0; i < is_ordered_variable.size(); ++i) { - if (!is_ordered_variable[i]) { - std::cout << data->getVariableNames()[i] << ", "; - } - } - std::cout << std::endl; - no_split_variables.push_back(dependent_varID); initInternal(status_variable_name); diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 3daff13eb..7408c64a8 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -252,17 +252,11 @@ void TreeClassification::findBestSplitValueUnordered(size_t nodeID, size_t varID // Number of possible splits is 2^num_levels size_t num_splits = (1 << factor_levels.size()); - // TODO: Remove -// std::cout << std::endl << std::endl << "Number of factors: " << factor_levels.size() << std::endl; - // Compute decrease of impurity for each possible split // Split where all left (0) or all right (1) are excluded // The second half of numbers is just left/right switched the first half -> Exclude second half for (size_t local_splitID = 1; local_splitID < num_splits / 2; ++local_splitID) { - // TODO: Remove -// std::cout << local_splitID << " "; - // Compute overall splitID by shifting local factorIDs to global positions size_t splitID = 0; for (size_t j = 0; j < factor_levels.size(); ++j) { diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index 0682ffc44..dc0c3fc56 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -245,17 +245,11 @@ void TreeProbability::findBestSplitValueUnordered(size_t nodeID, size_t varID, s // Number of possible splits is 2^num_levels size_t num_splits = (1 << factor_levels.size()); - // TODO: Remove -// std::cout << std::endl << "Number of factors: " << factor_levels.size() << std::endl; - // Compute decrease of impurity for each possible split // Split where all left (0) or all right (1) are excluded // The second half of numbers is just left/right switched the first half -> Exclude second half for (size_t local_splitID = 1; local_splitID < num_splits / 2; ++local_splitID) { - // TODO: Remove -// std::cout << "Local split id: " << local_splitID << std::endl; - // Compute overall splitID by shifting local factorIDs to global positions size_t splitID = 0; for (size_t j = 0; j < factor_levels.size(); ++j) { @@ -289,9 +283,6 @@ void TreeProbability::findBestSplitValueUnordered(size_t nodeID, size_t varID, s double sum_left = sum_node - sum_right; double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; - // TODO: Remove -// std::cout << "n_left: " << n_left << ", n_right: " << n_right << ", decrease: " << decrease << std::endl; - // If better than before, use this if (decrease > best_decrease) { best_value = splitID; diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index e26581c67..4f430f971 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -213,17 +213,11 @@ void TreeRegression::findBestSplitValueUnordered(size_t nodeID, size_t varID, st // Number of possible splits is 2^num_levels size_t num_splits = (1 << factor_levels.size()); - // TODO: Remove -// std::cout << std::endl << "Number of factors: " << factor_levels.size() << std::endl; - // Compute decrease of impurity for each possible split // Split where all left (0) or all right (1) are excluded // The second half of numbers is just left/right switched the first half -> Exclude second half for (size_t local_splitID = 1; local_splitID < num_splits / 2; ++local_splitID) { - // TODO: Remove -// std::cout << "Local split id: " << local_splitID << std::endl; - // Compute overall splitID by shifting local factorIDs to global positions size_t splitID = 0; for (size_t j = 0; j < factor_levels.size(); ++j) { @@ -257,9 +251,6 @@ void TreeRegression::findBestSplitValueUnordered(size_t nodeID, size_t varID, st double sum_left = sum_node - sum_right; double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; - // TODO: Remove -// std::cout << "n_left: " << n_left << ", n_right: " << n_right << ", decrease: " << decrease << std::endl; - // If better than before, use this if (decrease > best_decrease) { best_value = splitID; diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 71378702d..7dcfc4eb4 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -276,17 +276,11 @@ void TreeSurvival::findBestSplitValueLogRankUnordered(size_t nodeID, size_t varI // Number of possible splits is 2^num_levels size_t num_splits = (1 << factor_levels.size()); - // TODO: Remove -// std::cout << std::endl << std::endl << "Number of factors: " << factor_levels.size() << std::endl; - // Compute logrank test statistic for each possible split // Split where all left (0) or all right (1) are excluded // The second half of numbers is just left/right switched the first half -> Exclude second half for (size_t local_splitID = 1; local_splitID < num_splits / 2; ++local_splitID) { - // TODO: Remove -// std::cout << local_splitID << " "; - // Compute overall splitID by shifting local factorIDs to global positions size_t splitID = 0; for (size_t j = 0; j < factor_levels.size(); ++j) { From 58cf72cd3e000f6f3833f137549b9ce06938f9d6 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 20 Feb 2015 11:30:31 +0100 Subject: [PATCH 121/344] remove text from R help --- R_package/ranger.R | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/R_package/ranger.R b/R_package/ranger.R index 5d1969e92..094b9848a 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -57,9 +57,6 @@ ##' To use only the SNPs without sex or other covariates from the phenotype file, use \code{0} on the right hand side of the formula. ##' Note that missing values are treated as an extra category while splitting. ##' -##' Splitting on unordered factor variables (use \code{respect.unordered.factors = TRUE}) can be very time consuming for factors with many levels. -##' All 2-partitions of the factor levels are considered, limiting the number of unordered factor levels to 31 and 63 on 32 and 64 bit systems. -##' ##' Notes: ##' \itemize{ ##' \item Multithreading is currently not supported for Microsoft Windows platforms. @@ -348,7 +345,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, max.level.count <- 8*.Machine$sizeof.pointer - 1 if (max(num.levels) > max.level.count) { stop(paste("Too many levels in unordered categorical variable ", unordered.factor.variables[which.max(num.levels)], - ". Only ", max.level.count, " levels allowed on this system.", sep = "")) + ". Only ", max.level.count, " levels allowed on this system. Consider ordering this factor.", sep = "")) } } else { unordered.factor.variables <- c("0", "0") From c95e808954f82967bb04bd7b1bb61b4d48134f7a Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 20 Feb 2015 16:00:12 +0100 Subject: [PATCH 122/344] prediction in c++ now working --- source/src/Forest/Forest.cpp | 26 +++++++---- source/src/Forest/ForestClassification.cpp | 5 ++- source/src/Forest/ForestProbability.cpp | 12 ++--- source/src/Forest/ForestRegression.cpp | 51 ++++++++++----------- source/src/Forest/ForestSurvival.cpp | 4 +- source/src/Tree/Tree.cpp | 4 +- source/src/Tree/Tree.h | 44 +++++++++--------- source/src/Tree/TreeClassification.cpp | 5 ++- source/src/Tree/TreeClassification.h | 3 +- source/src/Tree/TreeProbability.cpp | 6 +-- source/src/Tree/TreeProbability.h | 2 +- source/src/Tree/TreeRegression.cpp | 4 +- source/src/Tree/TreeRegression.h | 2 +- source/src/Tree/TreeSurvival.cpp | 7 +-- source/src/Tree/TreeSurvival.h | 2 +- source/src/main.cpp | 52 +++++++++++----------- source/src/utility/ArgumentHandler.cpp | 16 ++++--- source/src/utility/utility.h | 3 +- test/test_r.R | 5 ++- 19 files changed, 138 insertions(+), 115 deletions(-) diff --git a/source/src/Forest/Forest.cpp b/source/src/Forest/Forest.cpp index 56a8bf309..e01806681 100644 --- a/source/src/Forest/Forest.cpp +++ b/source/src/Forest/Forest.cpp @@ -99,7 +99,6 @@ void Forest::initCpp(std::string dependent_variable_name, MemoryMode memory_mode if (prediction_mode) { loadFromFile(load_forest_filename); } - // Set variables to be always considered for splitting if (!always_split_variable_names.empty()) { setAlwaysSplitVariables(always_split_variable_names); @@ -116,9 +115,11 @@ void Forest::initCpp(std::string dependent_variable_name, MemoryMode memory_mode } // Check if all catvars are coded in integers starting at - std::string error_message = checkUnorderedVariables(data, unordered_variable_names); - if (!error_message.empty()) { - throw std::runtime_error(error_message); + if (!unordered_variable_names.empty()) { + std::string error_message = checkUnorderedVariables(data, unordered_variable_names); + if (!error_message.empty()) { + throw std::runtime_error(error_message); + } } } @@ -193,10 +194,12 @@ void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, D } // Set unordered factor variables - is_ordered_variable.resize(num_variables, true); - for (auto& variable_name : unordered_variable_names) { - size_t varID = data->getVariableID(variable_name); - is_ordered_variable[varID] = false; + if (!prediction_mode) { + is_ordered_variable.resize(num_variables, true); + for (auto& variable_name : unordered_variable_names) { + size_t varID = data->getVariableID(variable_name); + is_ordered_variable[varID] = false; + } } no_split_variables.push_back(dependent_varID); @@ -326,6 +329,9 @@ void Forest::saveToFile() { // Write num_trees outfile.write((char*) &num_trees, sizeof(num_trees)); + // Write is_ordered_variable + saveVector1D(is_ordered_variable, outfile); + saveToFileInternal(outfile); // Write tree data for each tree @@ -570,8 +576,12 @@ void Forest::loadFromFile(std::string filename) { infile.read((char*) &dependent_varID, sizeof(dependent_varID)); infile.read((char*) &num_trees, sizeof(num_trees)); + // Read is_ordered_variable + readVector1D(is_ordered_variable, infile); + // Read tree data. This is different for tree types -> virtual function loadFromFileInternal(infile); + infile.close(); // Create thread ranges diff --git a/source/src/Forest/ForestClassification.cpp b/source/src/Forest/ForestClassification.cpp index aa19cc17e..04e1cf3b8 100644 --- a/source/src/Forest/ForestClassification.cpp +++ b/source/src/Forest/ForestClassification.cpp @@ -58,7 +58,7 @@ void ForestClassification::loadForest(size_t dependent_varID, size_t num_trees, trees.reserve(num_trees); for (size_t i = 0; i < num_trees; ++i) { Tree* tree = new TreeClassification(forest_child_nodeIDs[i], forest_split_varIDs[i], forest_split_values[i], - &class_values, &response_classIDs); + &class_values, &response_classIDs, &is_ordered_variable); trees.push_back(tree); } @@ -285,7 +285,8 @@ void ForestClassification::loadFromFileInternal(std::ifstream& infile) { } // Create tree - Tree* tree = new TreeClassification(child_nodeIDs, split_varIDs, split_values, &class_values, &response_classIDs); + Tree* tree = new TreeClassification(child_nodeIDs, split_varIDs, split_values, &class_values, &response_classIDs, + &is_ordered_variable); trees.push_back(tree); } } diff --git a/source/src/Forest/ForestProbability.cpp b/source/src/Forest/ForestProbability.cpp index 1580b08b5..ca5455bae 100644 --- a/source/src/Forest/ForestProbability.cpp +++ b/source/src/Forest/ForestProbability.cpp @@ -52,7 +52,7 @@ void ForestProbability::loadForest(size_t dependent_varID, size_t num_trees, trees.reserve(num_trees); for (size_t i = 0; i < num_trees; ++i) { Tree* tree = new TreeProbability(forest_child_nodeIDs[i], forest_split_varIDs[i], forest_split_values[i], - &class_values, &response_classIDs, forest_terminal_class_counts[i]); + &class_values, &response_classIDs, forest_terminal_class_counts[i], &is_ordered_variable); trees.push_back(tree); } @@ -116,7 +116,7 @@ void ForestProbability::predictInternal() { // For each sample compute proportions in each tree and average over trees for (size_t tree_idx = 0; tree_idx < num_trees; ++tree_idx) { - std::vector counts = ((TreeProbability*) trees[tree_idx])->getPrediction(sample_idx); + std::vector counts = ((TreeProbability*) trees[tree_idx])->getPrediction(sample_idx); for (size_t class_idx = 0; class_idx < counts.size(); ++class_idx) { predictions[sample_idx][class_idx] += counts[class_idx] / num_trees; @@ -178,10 +178,10 @@ void ForestProbability::writeConfusionFile() { } // Write confusion to file - outfile << "Overall OOB prediction error (MSE): " << overall_prediction_error << std::endl; + outfile << "Overall OOB prediction error (MSE): " << overall_prediction_error << std::endl; - outfile.close(); - *verbose_out << "Saved prediction error to file " << filename << "." << std::endl; + outfile.close(); + *verbose_out << "Saved prediction error to file " << filename << "." << std::endl; } void ForestProbability::writePredictionFile() { @@ -274,7 +274,7 @@ void ForestProbability::loadFromFileInternal(std::ifstream& infile) { // Create tree Tree* tree = new TreeProbability(child_nodeIDs, split_varIDs, split_values, &class_values, &response_classIDs, - terminal_class_counts); + terminal_class_counts, &is_ordered_variable); trees.push_back(tree); } } diff --git a/source/src/Forest/ForestRegression.cpp b/source/src/Forest/ForestRegression.cpp index 616042254..36f899054 100644 --- a/source/src/Forest/ForestRegression.cpp +++ b/source/src/Forest/ForestRegression.cpp @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. + This file is part of Ranger. -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Written by: + Written by: -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #include #include @@ -51,7 +51,8 @@ void ForestRegression::loadForest(size_t dependent_varID, size_t num_trees, // Create trees trees.reserve(num_trees); for (size_t i = 0; i < num_trees; ++i) { - Tree* tree = new TreeRegression(forest_child_nodeIDs[i], forest_split_varIDs[i], forest_split_values[i]); + Tree* tree = new TreeRegression(forest_child_nodeIDs[i], forest_split_varIDs[i], forest_split_values[i], + &is_ordered_variable); trees.push_back(tree); } @@ -89,7 +90,7 @@ void ForestRegression::predictInternal() { for (size_t sample_idx = 0; sample_idx < num_prediction_samples; ++sample_idx) { double prediction_sum = 0; for (size_t tree_idx = 0; tree_idx < num_trees; ++tree_idx) { - prediction_sum += ((TreeRegression*) trees[tree_idx])->getPrediction(sample_idx); + prediction_sum += ((TreeRegression*) trees[tree_idx])->getPrediction(sample_idx); } std::vector temp; temp.push_back(prediction_sum / num_trees); @@ -104,13 +105,13 @@ void ForestRegression::computePredictionErrorInternal() { predictions.reserve(num_samples); samples_oob_count.resize(num_samples, 0); for (size_t i = 0; i < num_samples; ++i) { - std::vector temp {0}; + std::vector temp { 0 }; predictions.push_back(temp); } for (size_t tree_idx = 0; tree_idx < num_trees; ++tree_idx) { for (size_t sample_idx = 0; sample_idx < trees[tree_idx]->getNumSamplesOob(); ++sample_idx) { size_t sampleID = trees[tree_idx]->getOobSampleIDs()[sample_idx]; - double value = ((TreeRegression*) trees[tree_idx])->getPrediction(sample_idx); + double value = ((TreeRegression*) trees[tree_idx])->getPrediction(sample_idx); predictions[sampleID][0] += value; ++samples_oob_count[sampleID]; @@ -217,7 +218,7 @@ void ForestRegression::loadFromFileInternal(std::ifstream& infile) { } // Create tree - Tree* tree = new TreeRegression(child_nodeIDs, split_varIDs, split_values); + Tree* tree = new TreeRegression(child_nodeIDs, split_varIDs, split_values, &is_ordered_variable); trees.push_back(tree); } } diff --git a/source/src/Forest/ForestSurvival.cpp b/source/src/Forest/ForestSurvival.cpp index 8e1d9d0cf..4db4ed43c 100644 --- a/source/src/Forest/ForestSurvival.cpp +++ b/source/src/Forest/ForestSurvival.cpp @@ -57,7 +57,7 @@ void ForestSurvival::loadForest(size_t dependent_varID, size_t num_trees, trees.reserve(num_trees); for (size_t i = 0; i < num_trees; ++i) { Tree* tree = new TreeSurvival(forest_child_nodeIDs[i], forest_split_varIDs[i], forest_split_values[i], - forest_chf[i], &unique_timepoints, &response_timepointIDs); + forest_chf[i], &unique_timepoints, &response_timepointIDs, &is_ordered_variable); trees.push_back(tree); } @@ -313,7 +313,7 @@ void ForestSurvival::loadFromFileInternal(std::ifstream& infile) { // Create tree Tree* tree = new TreeSurvival(child_nodeIDs, split_varIDs, split_values, chf, &unique_timepoints, - &response_timepointIDs); + &response_timepointIDs, &is_ordered_variable); trees.push_back(tree); } } diff --git a/source/src/Tree/Tree.cpp b/source/src/Tree/Tree.cpp index 279600baa..22b9828e2 100644 --- a/source/src/Tree/Tree.cpp +++ b/source/src/Tree/Tree.cpp @@ -38,8 +38,8 @@ Tree::Tree() : } Tree::Tree(std::vector>& child_nodeIDs, std::vector& split_varIDs, - std::vector& split_values) : - dependent_varID(0), mtry(0), num_samples(0), num_samples_oob(0), is_ordered_variable(0), no_split_variables(0), min_node_size( + std::vector& split_values, std::vector* is_ordered_variable) : + dependent_varID(0), mtry(0), num_samples(0), num_samples_oob(0), is_ordered_variable(is_ordered_variable), no_split_variables(0), min_node_size( 0), deterministic_varIDs(0), split_select_varIDs(0), split_select_weights(0), split_varIDs(split_varIDs), split_values( split_values), child_nodeIDs(child_nodeIDs), oob_sampleIDs(0), data(0), importance_mode( DEFAULT_IMPORTANCE_MODE), sample_with_replacement(true) { diff --git a/source/src/Tree/Tree.h b/source/src/Tree/Tree.h index d657b21f5..86db61459 100644 --- a/source/src/Tree/Tree.h +++ b/source/src/Tree/Tree.h @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #ifndef TREE_H_ #define TREE_H_ @@ -42,7 +42,7 @@ class Tree { // Create from loaded forest Tree(std::vector>& child_nodeIDs, std::vector& split_varIDs, - std::vector& split_values); + std::vector& split_values, std::vector* is_ordered_variable); virtual ~Tree(); diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 7408c64a8..3ac5c97e5 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -43,8 +43,9 @@ TreeClassification::TreeClassification(std::vector* class_values, std::v TreeClassification::TreeClassification(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values, std::vector* class_values, - std::vector* response_classIDs) : - Tree(child_nodeIDs, split_varIDs, split_values), class_values(class_values), response_classIDs(response_classIDs) { + std::vector* response_classIDs, std::vector* is_ordered_variable) : + Tree(child_nodeIDs, split_varIDs, split_values, is_ordered_variable), class_values(class_values), response_classIDs( + response_classIDs) { } TreeClassification::~TreeClassification() { diff --git a/source/src/Tree/TreeClassification.h b/source/src/Tree/TreeClassification.h index f9bb8b9ab..d1e96c987 100644 --- a/source/src/Tree/TreeClassification.h +++ b/source/src/Tree/TreeClassification.h @@ -38,7 +38,8 @@ class TreeClassification: public Tree { // Create from loaded forest TreeClassification(std::vector>& child_nodeIDs, std::vector& split_varIDs, - std::vector& split_values, std::vector* class_values, std::vector* response_classIDs); + std::vector& split_values, std::vector* class_values, std::vector* response_classIDs, + std::vector* is_ordered_variable); virtual ~TreeClassification(); diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index dc0c3fc56..f36696b03 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -36,9 +36,9 @@ TreeProbability::TreeProbability(std::vector* class_values, std::vector< TreeProbability::TreeProbability(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values, std::vector* class_values, std::vector* response_classIDs, - std::vector>& terminal_class_counts) : - Tree(child_nodeIDs, split_varIDs, split_values), class_values(class_values), response_classIDs(response_classIDs), terminal_class_counts( - terminal_class_counts) { + std::vector>& terminal_class_counts, std::vector* is_ordered_variable) : + Tree(child_nodeIDs, split_varIDs, split_values, is_ordered_variable), class_values(class_values), response_classIDs( + response_classIDs), terminal_class_counts(terminal_class_counts) { } TreeProbability::~TreeProbability() { diff --git a/source/src/Tree/TreeProbability.h b/source/src/Tree/TreeProbability.h index 31514f465..d36f858c8 100644 --- a/source/src/Tree/TreeProbability.h +++ b/source/src/Tree/TreeProbability.h @@ -41,7 +41,7 @@ class TreeProbability: public Tree { // Create from loaded forest TreeProbability(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values, std::vector* class_values, std::vector* response_classIDs, - std::vector>& terminal_class_counts); + std::vector>& terminal_class_counts, std::vector* is_ordered_variable); virtual ~TreeProbability(); diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index 4f430f971..319eec3c4 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -40,8 +40,8 @@ TreeRegression::TreeRegression() { } TreeRegression::TreeRegression(std::vector>& child_nodeIDs, std::vector& split_varIDs, - std::vector& split_values) : - Tree(child_nodeIDs, split_varIDs, split_values) { + std::vector& split_values, std::vector* is_ordered_variable) : + Tree(child_nodeIDs, split_varIDs, split_values, is_ordered_variable) { } TreeRegression::~TreeRegression() { diff --git a/source/src/Tree/TreeRegression.h b/source/src/Tree/TreeRegression.h index ad8b45712..6f89320e4 100644 --- a/source/src/Tree/TreeRegression.h +++ b/source/src/Tree/TreeRegression.h @@ -38,7 +38,7 @@ class TreeRegression: public Tree { // Create from loaded forest TreeRegression(std::vector>& child_nodeIDs, std::vector& split_varIDs, - std::vector& split_values); + std::vector& split_values, std::vector* is_ordered_variable); virtual ~TreeRegression(); diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 7dcfc4eb4..a9deaa745 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -46,9 +46,10 @@ TreeSurvival::TreeSurvival(std::vector* unique_timepoints, size_t status TreeSurvival::TreeSurvival(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values, std::vector> chf, std::vector* unique_timepoints, - std::vector* response_timepointIDs) : - Tree(child_nodeIDs, split_varIDs, split_values), status_varID(0), unique_timepoints(unique_timepoints), response_timepointIDs( - response_timepointIDs), chf(chf), num_deaths(0), num_samples_at_risk(0) { + std::vector* response_timepointIDs, std::vector* is_ordered_variable) : + Tree(child_nodeIDs, split_varIDs, split_values, is_ordered_variable), status_varID(0), unique_timepoints( + unique_timepoints), response_timepointIDs(response_timepointIDs), chf(chf), num_deaths(0), num_samples_at_risk( + 0) { this->num_timepoints = unique_timepoints->size(); } diff --git a/source/src/Tree/TreeSurvival.h b/source/src/Tree/TreeSurvival.h index 9d1b0f73f..a40fd5fce 100644 --- a/source/src/Tree/TreeSurvival.h +++ b/source/src/Tree/TreeSurvival.h @@ -39,7 +39,7 @@ class TreeSurvival: public Tree { // Create from loaded forest TreeSurvival(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values, std::vector> chf, std::vector* unique_timepoints, - std::vector* response_timepointIDs); + std::vector* response_timepointIDs, std::vector* is_ordered_variable); virtual ~TreeSurvival(); diff --git a/source/src/main.cpp b/source/src/main.cpp index aad1094fa..d8344dac6 100644 --- a/source/src/main.cpp +++ b/source/src/main.cpp @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. - -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. - -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . - -Written by: - -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck - -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + This file is part of Ranger. + + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. + + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. + + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . + + Written by: + + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #include #include diff --git a/source/src/utility/ArgumentHandler.cpp b/source/src/utility/ArgumentHandler.cpp index a9f31832a..f5ae94169 100644 --- a/source/src/utility/ArgumentHandler.cpp +++ b/source/src/utility/ArgumentHandler.cpp @@ -1,6 +1,6 @@ /*------------------------------------------------------------------------------- This file is part of Ranger. - + Ranger is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or @@ -14,13 +14,13 @@ GNU General Public License for more details. You should have received a copy of the GNU General Public License along with Ranger. If not, see . -Written by: +Written by: Marvin N. Wright Institut für Medizinische Biometrie und Statistik Universität zu Lübeck Ratzeburger Allee 160 -23562 Lübeck +23562 Lübeck http://www.imbs-luebeck.de wright@imbs.uni-luebeck.de @@ -314,8 +314,14 @@ void ArgumentHandler::checkArguments() { if (!infile.good()) { throw std::runtime_error("Could not read from input file: " + predict + "."); } - // Do not read dependent_varID, num_variables and num_trees - infile.seekg(3 * sizeof(size_t)); + + // Do not read dependent_varID, num_variables, num_trees and is_ordered_variable + infile.seekg(2 * sizeof(size_t)); + size_t length; + infile.read((char*) &length, sizeof(length)); + infile.seekg(4 * sizeof(size_t) + length * sizeof(bool)); + + // Get treetype infile.read((char*) &treetype, sizeof(treetype)); infile.close(); } diff --git a/source/src/utility/utility.h b/source/src/utility/utility.h index 6b9bd5bda..8c95c02e2 100644 --- a/source/src/utility/utility.h +++ b/source/src/utility/utility.h @@ -67,7 +67,8 @@ void saveVector1D(std::vector& vector, std::ofstream& file) { file.write((char*) &length, sizeof(length)); // Save vector - for (auto& v : vector) { + for (size_t i = 0; i < vector.size(); ++i) { + T v = vector[i]; file.write((char*) &v, sizeof(v)); } } diff --git a/test/test_r.R b/test/test_r.R index 7f5a838a0..3df2af863 100644 --- a/test/test_r.R +++ b/test/test_r.R @@ -151,7 +151,6 @@ dat.long <- data.frame(replicate(rows, rbinom(n, 1, 0.5))) colnames(dat.long) <- paste("x", 1:rows, sep = "") ranger(x1~., dat.long) -## TODO: non-linear effect of covars ##---------------------------------------------------------------------- ## Test unordered variables ##---------------------------------------------------------------------- @@ -162,8 +161,10 @@ rmultinomfactor <- function(n, size, prob) { dummy <- rmultinom(n, size, prob) nofac <- apply(dummy, 2, function(x) which(x == 1)) fac <- factor(nofac) + levels(fac) <- sample.int(length(prob)) + fac } -n <- 100 +n <- 1000 ## Covariates x1 <- rmultinomfactor(n, 1, rep(1, 2)) From 35eba8b6495ad2aead6bed6f273db3b34db87b04 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 20 Feb 2015 16:17:40 +0100 Subject: [PATCH 123/344] still error in R prediction --- R_package/rangerCpp.cpp | 11 ++++-- source/src/Forest/Forest.h | 4 ++ source/src/Forest/ForestClassification.cpp | 3 +- source/src/Forest/ForestClassification.h | 44 ++++++++++----------- source/src/Forest/ForestProbability.cpp | 3 +- source/src/Forest/ForestProbability.h | 2 +- source/src/Forest/ForestRegression.cpp | 3 +- source/src/Forest/ForestRegression.h | 45 +++++++++++----------- source/src/Forest/ForestSurvival.cpp | 3 +- source/src/Forest/ForestSurvival.h | 44 ++++++++++----------- 10 files changed, 87 insertions(+), 75 deletions(-) diff --git a/R_package/rangerCpp.cpp b/R_package/rangerCpp.cpp index c56f48a52..a74fa2c12 100644 --- a/R_package/rangerCpp.cpp +++ b/R_package/rangerCpp.cpp @@ -134,25 +134,27 @@ Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, uint me std::vector> > child_nodeIDs = loaded_forest["child.nodeIDs"]; std::vector> split_varIDs = loaded_forest["split.varIDs"]; std::vector> split_values = loaded_forest["split.values"]; + std::vector is_ordered = loaded_forest["split.ordered"]; if (treetype == TREE_CLASSIFICATION) { std::vector class_values = loaded_forest["class.values"]; ((ForestClassification*) forest)->loadForest(dependent_varID, num_trees, child_nodeIDs, split_varIDs, - split_values, class_values); + split_values, class_values, is_ordered); } else if (treetype == TREE_REGRESSION) { - ((ForestRegression*) forest)->loadForest(dependent_varID, num_trees, child_nodeIDs, split_varIDs, split_values); + ((ForestRegression*) forest)->loadForest(dependent_varID, num_trees, child_nodeIDs, split_varIDs, split_values, + is_ordered); } else if (treetype == TREE_SURVIVAL) { size_t status_varID = loaded_forest["status.varID"]; std::vector> > chf = loaded_forest["chf"]; std::vector unique_timepoints = loaded_forest["unique.death.times"]; ((ForestSurvival*) forest)->loadForest(dependent_varID, num_trees, child_nodeIDs, split_varIDs, split_values, - status_varID, chf, unique_timepoints); + status_varID, chf, unique_timepoints, is_ordered); } else if (treetype == TREE_PROBABILITY) { std::vector class_values = loaded_forest["class.values"]; std::vector>>terminal_class_counts = loaded_forest["terminal.class.counts"]; ((ForestProbability*) forest)->loadForest(dependent_varID, num_trees, child_nodeIDs, split_varIDs, split_values, - class_values, terminal_class_counts); + class_values, terminal_class_counts, is_ordered); } } @@ -193,6 +195,7 @@ Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, uint me forest_object.push_back(forest->getChildNodeIDs(), "child.nodeIDs"); forest_object.push_back(forest->getSplitVarIDs(), "split.varIDs"); forest_object.push_back(forest->getSplitValues(), "split.values"); + forest_object.push_back(forest->getIsOrderedVariable(), "is.ordered"); if (treetype == TREE_CLASSIFICATION) { ForestClassification* temp = (ForestClassification*) forest; diff --git a/source/src/Forest/Forest.h b/source/src/Forest/Forest.h index 779b63e32..5759e5453 100644 --- a/source/src/Forest/Forest.h +++ b/source/src/Forest/Forest.h @@ -127,6 +127,10 @@ class Forest { { return num_independent_variables; } + const std::vector& getIsOrderedVariable() const + { + return is_ordered_variable; + } protected: void grow(); diff --git a/source/src/Forest/ForestClassification.cpp b/source/src/Forest/ForestClassification.cpp index 04e1cf3b8..7d43d1537 100644 --- a/source/src/Forest/ForestClassification.cpp +++ b/source/src/Forest/ForestClassification.cpp @@ -48,11 +48,12 @@ ForestClassification::~ForestClassification() { void ForestClassification::loadForest(size_t dependent_varID, size_t num_trees, std::vector> >& forest_child_nodeIDs, std::vector>& forest_split_varIDs, std::vector>& forest_split_values, - std::vector& class_values) { + std::vector& class_values, std::vector& is_ordered_variable) { this->dependent_varID = dependent_varID; this->num_trees = num_trees; this->class_values = class_values; + this->is_ordered_variable = is_ordered_variable; // Create trees trees.reserve(num_trees); diff --git a/source/src/Forest/ForestClassification.h b/source/src/Forest/ForestClassification.h index 632830883..4eda91f2c 100644 --- a/source/src/Forest/ForestClassification.h +++ b/source/src/Forest/ForestClassification.h @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #ifndef FORESTCLASSIFICATION_H_ #define FORESTCLASSIFICATION_H_ @@ -45,7 +45,7 @@ class ForestClassification: public Forest { void loadForest(size_t dependent_varID, size_t num_trees, std::vector> >& forest_child_nodeIDs, std::vector>& forest_split_varIDs, std::vector>& forest_split_values, - std::vector& class_values); + std::vector& class_values, std::vector& is_ordered_variable); const std::vector& getClassValues() const { return class_values; diff --git a/source/src/Forest/ForestProbability.cpp b/source/src/Forest/ForestProbability.cpp index ca5455bae..5639a442a 100644 --- a/source/src/Forest/ForestProbability.cpp +++ b/source/src/Forest/ForestProbability.cpp @@ -42,11 +42,12 @@ ForestProbability::~ForestProbability() { void ForestProbability::loadForest(size_t dependent_varID, size_t num_trees, std::vector> >& forest_child_nodeIDs, std::vector>& forest_split_varIDs, std::vector>& forest_split_values, - std::vector& class_values, std::vector>>& forest_terminal_class_counts) { + std::vector& class_values, std::vector>>& forest_terminal_class_counts, std::vector& is_ordered_variable) { this->dependent_varID = dependent_varID; this->num_trees = num_trees; this->class_values = class_values; + this->is_ordered_variable = is_ordered_variable; // Create trees trees.reserve(num_trees); diff --git a/source/src/Forest/ForestProbability.h b/source/src/Forest/ForestProbability.h index a75352135..99e7d37e3 100644 --- a/source/src/Forest/ForestProbability.h +++ b/source/src/Forest/ForestProbability.h @@ -45,7 +45,7 @@ class ForestProbability: public Forest { void loadForest(size_t dependent_varID, size_t num_trees, std::vector> >& forest_child_nodeIDs, std::vector>& forest_split_varIDs, std::vector>& forest_split_values, - std::vector& class_values, std::vector>>& forest_terminal_class_counts); + std::vector& class_values, std::vector>>& forest_terminal_class_counts, std::vector& is_ordered_variable); std::vector>> getTerminalClassCounts() { std::vector>> result; diff --git a/source/src/Forest/ForestRegression.cpp b/source/src/Forest/ForestRegression.cpp index 36f899054..3e2ea71e4 100644 --- a/source/src/Forest/ForestRegression.cpp +++ b/source/src/Forest/ForestRegression.cpp @@ -43,10 +43,11 @@ ForestRegression::~ForestRegression() { void ForestRegression::loadForest(size_t dependent_varID, size_t num_trees, std::vector> >& forest_child_nodeIDs, - std::vector>& forest_split_varIDs, std::vector>& forest_split_values) { + std::vector>& forest_split_varIDs, std::vector>& forest_split_values, std::vector& is_ordered_variable) { this->dependent_varID = dependent_varID; this->num_trees = num_trees; + this->is_ordered_variable = is_ordered_variable; // Create trees trees.reserve(num_trees); diff --git a/source/src/Forest/ForestRegression.h b/source/src/Forest/ForestRegression.h index 263cf39d2..6e782191b 100644 --- a/source/src/Forest/ForestRegression.h +++ b/source/src/Forest/ForestRegression.h @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #ifndef FORESTREGRESSION_H_ #define FORESTREGRESSION_H_ @@ -42,7 +42,8 @@ class ForestRegression: public Forest { void loadForest(size_t dependent_varID, size_t num_trees, std::vector> >& forest_child_nodeIDs, - std::vector>& forest_split_varIDs, std::vector>& forest_split_values); + std::vector>& forest_split_varIDs, std::vector>& forest_split_values, + std::vector& is_ordered_variable); private: void initInternal(std::string status_variable_name); diff --git a/source/src/Forest/ForestSurvival.cpp b/source/src/Forest/ForestSurvival.cpp index 4db4ed43c..e91a91f5c 100644 --- a/source/src/Forest/ForestSurvival.cpp +++ b/source/src/Forest/ForestSurvival.cpp @@ -47,11 +47,12 @@ void ForestSurvival::loadForest(size_t dependent_varID, size_t num_trees, std::vector> >& forest_child_nodeIDs, std::vector>& forest_split_varIDs, std::vector>& forest_split_values, size_t status_varID, std::vector> >& forest_chf, - std::vector& unique_timepoints) { + std::vector& unique_timepoints, std::vector& is_ordered_variable) { this->dependent_varID = dependent_varID; this->status_varID = status_varID; this->num_trees = num_trees; + this->is_ordered_variable = is_ordered_variable; // Create trees trees.reserve(num_trees); diff --git a/source/src/Forest/ForestSurvival.h b/source/src/Forest/ForestSurvival.h index d9110b4e8..9f655fcc1 100644 --- a/source/src/Forest/ForestSurvival.h +++ b/source/src/Forest/ForestSurvival.h @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #ifndef FORESTSURVIVAL_H_ #define FORESTSURVIVAL_H_ @@ -45,7 +45,7 @@ class ForestSurvival: public Forest { std::vector> >& forest_child_nodeIDs, std::vector>& forest_split_varIDs, std::vector>& forest_split_values, size_t status_varID, std::vector> >& forest_chf, - std::vector& unique_timepoints); + std::vector& unique_timepoints, std::vector& is_ordered_variable); std::vector>>getChf() { std::vector>> result; From b7ec2676dc71990c012944985cf424b26a705101 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 20 Feb 2015 16:20:24 +0100 Subject: [PATCH 124/344] R prediction working --- R_package/rangerCpp.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R_package/rangerCpp.cpp b/R_package/rangerCpp.cpp index a74fa2c12..833628617 100644 --- a/R_package/rangerCpp.cpp +++ b/R_package/rangerCpp.cpp @@ -134,7 +134,7 @@ Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, uint me std::vector> > child_nodeIDs = loaded_forest["child.nodeIDs"]; std::vector> split_varIDs = loaded_forest["split.varIDs"]; std::vector> split_values = loaded_forest["split.values"]; - std::vector is_ordered = loaded_forest["split.ordered"]; + std::vector is_ordered = loaded_forest["is.ordered"]; if (treetype == TREE_CLASSIFICATION) { std::vector class_values = loaded_forest["class.values"]; From 4cccd9fac6d058f55f0049111625e6c728619a9f Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 23 Feb 2015 08:27:41 +0100 Subject: [PATCH 125/344] tested, working --- R_package/create_package.R | 2 +- R_package/ranger.R | 23 ++++++++++++++--------- 2 files changed, 15 insertions(+), 10 deletions(-) diff --git a/R_package/create_package.R b/R_package/create_package.R index 18cc2899e..c880b7491 100644 --- a/R_package/create_package.R +++ b/R_package/create_package.R @@ -83,4 +83,4 @@ library(testthat) test_dir("test/", reporter = "summary") ## Copy to vbox -##system(paste("cp", paste(package.name, "_", package.version, ".tar.gz", sep = ""), "~/myWork/vbox_share/")) +system(paste("cp", paste(package.name, "_", package.version, ".tar.gz", sep = ""), "~/myWork/vbox_share/")) diff --git a/R_package/ranger.R b/R_package/ranger.R index 094b9848a..9db4086d2 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -338,15 +338,20 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, factor.idx <- sapply(data.selected, is.factor) independent.idx <- names.selected != dependent.variable.name & names.selected != status.variable.name unordered.factor.variables <- names.selected[factor.idx & !ordered.idx & independent.idx] - use.unordered.factor.variables <- TRUE - - ## Check level count - num.levels <- sapply(data.selected[, factor.idx & !ordered.idx & independent.idx, drop = FALSE], nlevels) - max.level.count <- 8*.Machine$sizeof.pointer - 1 - if (max(num.levels) > max.level.count) { - stop(paste("Too many levels in unordered categorical variable ", unordered.factor.variables[which.max(num.levels)], - ". Only ", max.level.count, " levels allowed on this system. Consider ordering this factor.", sep = "")) - } + + if (length(unordered.factor.variables) > 0) { + use.unordered.factor.variables <- TRUE + ## Check level count + num.levels <- sapply(data.selected[, factor.idx & !ordered.idx & independent.idx, drop = FALSE], nlevels) + max.level.count <- 8*.Machine$sizeof.pointer - 1 + if (max(num.levels) > max.level.count) { + stop(paste("Too many levels in unordered categorical variable ", unordered.factor.variables[which.max(num.levels)], + ". Only ", max.level.count, " levels allowed on this system. Consider ordering this factor.", sep = "")) + } + } else { + unordered.factor.variables <- c("0", "0") + use.unordered.factor.variables <- FALSE + } } else { unordered.factor.variables <- c("0", "0") use.unordered.factor.variables <- FALSE From 2966a4d68230bf7c2bca5a31e6477b0db01b3bfd Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 23 Feb 2015 08:30:52 +0100 Subject: [PATCH 126/344] fix windows problem --- source/src/utility/utility.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/source/src/utility/utility.cpp b/source/src/utility/utility.cpp index 28380eae6..053c06600 100644 --- a/source/src/utility/utility.cpp +++ b/source/src/utility/utility.cpp @@ -354,7 +354,7 @@ std::string checkUnorderedVariables(Data* data, std::vector unorder size_t max_level_count = 8 * sizeof(size_t) - 1; if (all_values.size() > max_level_count) { return "Too many levels in unordered categorical variable " + variable_name + ". Only " - + std::to_string(max_level_count) + " levels allowed."; + + uintToString(max_level_count) + " levels allowed on this system."; } // Check positive integers From 1b644b861fef516ad112ff1854ae40376db1b65a Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 23 Feb 2015 10:01:51 +0100 Subject: [PATCH 127/344] memory problems for survival --- source/src/Forest/Forest.cpp | 2 +- source/src/Tree/TreeSurvival.cpp | 2 ++ source/src/utility/utility.cpp | 2 +- 3 files changed, 4 insertions(+), 2 deletions(-) diff --git a/source/src/Forest/Forest.cpp b/source/src/Forest/Forest.cpp index e01806681..db0312741 100644 --- a/source/src/Forest/Forest.cpp +++ b/source/src/Forest/Forest.cpp @@ -114,7 +114,7 @@ void Forest::initCpp(std::string dependent_variable_name, MemoryMode memory_mode setSplitWeightVector(split_select_weights); } - // Check if all catvars are coded in integers starting at + // Check if all catvars are coded in integers starting at 1 if (!unordered_variable_names.empty()) { std::string error_message = checkUnorderedVariables(data, unordered_variable_names); if (!error_message.empty()) { diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index a9deaa745..3ae4e4a8b 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -354,6 +354,8 @@ void TreeSurvival::findBestSplitValueLogRankUnordered(size_t nodeID, size_t varI best_logrank = logrank; } + delete[] num_deaths_right_child; + delete[] delta_samples_at_risk_right_child; } } diff --git a/source/src/utility/utility.cpp b/source/src/utility/utility.cpp index 053c06600..c740fbf7b 100644 --- a/source/src/utility/utility.cpp +++ b/source/src/utility/utility.cpp @@ -367,7 +367,7 @@ std::string checkUnorderedVariables(Data* data, std::vector unorder bool checkPositiveIntegers(std::vector& all_values) { for (auto& value : all_values) { - if (!(floor(value) == value)) { + if (value < 1 || !(floor(value) == value)) { return false; } } From 3ffbef07c76ed1a0585297816a6c6128b54ac733 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 23 Feb 2015 10:02:38 +0100 Subject: [PATCH 128/344] memory problems for survival --- source/src/main.cpp | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/source/src/main.cpp b/source/src/main.cpp index d8344dac6..04881b44a 100644 --- a/source/src/main.cpp +++ b/source/src/main.cpp @@ -96,6 +96,10 @@ int main(int argc, char **argv) { forest->writeOutput(); *verbose_out << "Finished Ranger." << std::endl; + // TODO: Remove + std::cout << "Forest: " << sizeof(forest) << std::endl; + std::cout << "Press button to delete forest!" << std::getchar(); + delete forest; } catch (std::exception& e) { std::cerr << "Error: " << e.what() << " Ranger will EXIT now." << std::endl; @@ -103,5 +107,8 @@ int main(int argc, char **argv) { return -1; } + // TODO: Remove + std::cout << "Finished.. Press button!" << std::getchar(); + return 0; } From 01fe9409f8470b991ca0613cc094ab2c3c40da62 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 23 Feb 2015 10:47:48 +0100 Subject: [PATCH 129/344] fix memory leak in survival tree --- source/src/Tree/TreeSurvival.cpp | 3 +++ source/src/main.cpp | 7 ------- 2 files changed, 3 insertions(+), 7 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 3ae4e4a8b..ef61ba4f3 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -271,6 +271,7 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::v delete[] num_samples_right_child; } +// TODO: Only 1 new and reassign 0 in loop? Check deletes! void TreeSurvival::findBestSplitValueLogRankUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, double& best_value, size_t& best_varID, double& best_logrank) { @@ -320,6 +321,8 @@ void TreeSurvival::findBestSplitValueLogRankUnordered(size_t nodeID, size_t varI // Stop if minimal node size reached size_t num_samples_left_child = sampleIDs[nodeID].size() - num_samples_right_child; if (num_samples_right_child < min_node_size || num_samples_left_child < min_node_size) { + delete[] num_deaths_right_child; + delete[] delta_samples_at_risk_right_child; continue; } diff --git a/source/src/main.cpp b/source/src/main.cpp index 04881b44a..d8344dac6 100644 --- a/source/src/main.cpp +++ b/source/src/main.cpp @@ -96,10 +96,6 @@ int main(int argc, char **argv) { forest->writeOutput(); *verbose_out << "Finished Ranger." << std::endl; - // TODO: Remove - std::cout << "Forest: " << sizeof(forest) << std::endl; - std::cout << "Press button to delete forest!" << std::getchar(); - delete forest; } catch (std::exception& e) { std::cerr << "Error: " << e.what() << " Ranger will EXIT now." << std::endl; @@ -107,8 +103,5 @@ int main(int argc, char **argv) { return -1; } - // TODO: Remove - std::cout << "Finished.. Press button!" << std::getchar(); - return 0; } From 6f0eb8b7ac4792b5f2700e0d6a08473d4775d946 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 23 Feb 2015 10:51:47 +0100 Subject: [PATCH 130/344] add memory test data --- test/test_r.R | 3 + test_data/class_mem.dat | 1001 +++++++++++++++++++++++++++++++++++++++ test_data/surv_mem.dat | 1001 +++++++++++++++++++++++++++++++++++++++ 3 files changed, 2005 insertions(+) create mode 100644 test_data/class_mem.dat create mode 100644 test_data/surv_mem.dat diff --git a/test/test_r.R b/test/test_r.R index 3df2af863..6e36bc767 100644 --- a/test/test_r.R +++ b/test/test_r.R @@ -188,6 +188,9 @@ dat_reg <- data.frame(y, x1, x2, x3, x4, x5) dat_class <- data.frame(yfac, x1, x2, x3, x4, x5) dat_surv <- data.frame(time, status, x1, x2, x3, x4, x5) +# write.table(dat_class, "../test_data/class_mem.dat", row.names = FALSE, quote = FALSE) +# write.table(dat_surv, "../test_data/surv_mem.dat", row.names = FALSE, quote = FALSE) + ## Classification ranger(yfac ~ ., data = dat_class, respect.unordered.factors = FALSE) ranger(yfac ~ ., data = dat_class, respect.unordered.factors = TRUE) diff --git a/test_data/class_mem.dat b/test_data/class_mem.dat new file mode 100644 index 000000000..09844f725 --- /dev/null +++ b/test_data/class_mem.dat @@ -0,0 +1,1001 @@ +yfac x1 x2 x3 x4 x5 +1 1 3 2 6 1.6483399473737 +1 2 3 1 2 0.0239203446877278 +0 2 4 4 8 -1.97783149719481 +1 1 3 2 4 1.83563415047771 +0 2 1 4 4 -0.570617533574338 +1 1 1 2 6 1.28423856812652 +0 2 4 4 3 0.0896982570723092 +1 2 2 3 3 0.523764130540132 +0 1 4 5 4 -1.37432134468315 +1 1 3 3 1 -0.875622264118425 +1 1 3 4 2 0.82509615741517 +1 1 2 5 1 -0.280836998546082 +1 1 4 5 2 0.659950871560403 +1 1 3 1 5 0.507220422122709 +0 2 1 6 2 -1.60174388561836 +0 1 4 6 8 -2.18935904083128 +1 2 1 3 1 1.05371640899449 +0 1 2 2 1 -1.66866029190167 +1 1 2 1 1 -0.608487764290752 +1 2 3 6 6 0.376854860672559 +1 2 1 1 2 0.422472854238353 +1 1 4 1 1 -1.21816592982278 +1 2 3 4 5 1.80540807703674 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1 2 3 3 7 -1.6835574514188 +26.1389637087986 1 2 3 6 8 1.01687744269587 +24.8432458359087 1 1 2 2 6 0.878841010214654 +18.4250983544073 0 2 4 1 5 -2.12806009398447 +29.2783927735038 1 2 2 3 3 1.32182641949678 +27.6651459844304 0 1 4 5 1 0.359162259074242 +28.8883210869376 1 2 4 3 8 0.396292280654655 +30.4073290028459 1 2 2 3 4 0.967171502683602 +26.1205679307563 1 1 4 3 4 0.817261094415493 +20.8080106002976 0 1 2 6 1 -0.124824209724313 +23.5206460498271 1 1 4 2 2 0.751727451968556 +22.6803280960304 1 2 4 2 3 0.888976124459924 +11.6196316793377 1 2 1 6 3 -0.262785253160421 +25.3703975150787 1 2 3 4 1 0.383443259005649 +17.7653694288434 1 2 1 2 2 -0.464969495552235 +22.8146980242037 1 2 3 6 8 0.29989969671689 +27.7722933370992 1 2 4 5 1 -0.495746362476864 +20.6497464053146 0 2 1 2 3 0.83905547610498 +21.0468832931345 0 1 4 1 4 -1.10748709830749 +19.8558414117029 1 2 4 6 6 0.776708285790138 +23.6973163135249 0 2 1 1 7 -0.560964834975349 +21.4032519479491 1 2 1 4 6 1.1371163958862 +22.9712613715908 1 2 2 5 7 -0.917451091251788 +32.9255944841783 1 2 3 3 8 1.82119451115986 +21.4524611302454 1 2 3 3 5 -0.381058699692012 From 8a4253d9731d936ec6d8224169be5fad4b2fcff6 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 23 Feb 2015 11:27:04 +0100 Subject: [PATCH 131/344] working now --- source/src/Tree/TreeSurvival.cpp | 1 - 1 file changed, 1 deletion(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index ef61ba4f3..d4af3e127 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -271,7 +271,6 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::v delete[] num_samples_right_child; } -// TODO: Only 1 new and reassign 0 in loop? Check deletes! void TreeSurvival::findBestSplitValueLogRankUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, double& best_value, size_t& best_varID, double& best_logrank) { From 68e0df92c64b73c91b657a3f7339909a984039ee Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 23 Feb 2015 11:29:31 +0100 Subject: [PATCH 132/344] add regression test file --- test/test_r.R | 1 + test_data/reg_mem.dat | 1001 +++++++++++++++++++++++++++++++++++++++++ 2 files changed, 1002 insertions(+) create mode 100644 test_data/reg_mem.dat diff --git a/test/test_r.R b/test/test_r.R index 6e36bc767..a4deb4772 100644 --- a/test/test_r.R +++ b/test/test_r.R @@ -190,6 +190,7 @@ dat_surv <- data.frame(time, status, x1, x2, x3, x4, x5) # write.table(dat_class, "../test_data/class_mem.dat", row.names = FALSE, quote = FALSE) # write.table(dat_surv, "../test_data/surv_mem.dat", row.names = FALSE, quote = FALSE) +# write.table(dat_reg, "../test_data/reg_mem.dat", row.names = FALSE, quote = FALSE) ## Classification ranger(yfac ~ ., data = dat_class, respect.unordered.factors = FALSE) diff --git a/test_data/reg_mem.dat b/test_data/reg_mem.dat new file mode 100644 index 000000000..2043826ca --- /dev/null +++ b/test_data/reg_mem.dat @@ -0,0 +1,1001 @@ +y x1 x2 x3 x4 x5 +1.58495286071916 2 3 2 1 -0.85376178482021 +12.8354307141527 1 2 2 7 0.958857678538184 +6.51293652293808 2 1 2 6 0.878234130734521 +8.4536076838593 1 4 2 1 0.863401920964825 +4.18421972510411 2 2 2 5 0.796054931276028 +5.61437939172528 1 2 2 1 -0.0964051520686809 +2.96937436464131 1 4 1 3 -0.507656408839672 +10.3439758928489 2 4 5 3 0.585993973212228 +-2.19980306624485 1 4 6 8 -1.54995076656121 +-0.157524360137415 2 1 5 2 -1.03938109003435 +-7.88832130437009 1 4 4 2 -0.722080326092524 +4.71157249633239 1 1 1 6 0.177893124083099 +1.16370285626723 2 1 2 8 0.0409257140668083 +14.0477619483508 1 3 3 3 2.0119404870877 +11.3912581214977 2 1 5 3 0.347814530374415 +6.17127168317916 1 2 6 7 -1.20718207920521 +-5.13030695190902 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8 0.801726579311234 +-7.30586822514369 2 2 4 8 -0.326467056285922 From 2d045fee8384c9d480e3c488b65fe9dcd32ac624 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 23 Feb 2015 12:18:36 +0100 Subject: [PATCH 133/344] add benchmark script --- test/benchmark_r.R | 43 +++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 43 insertions(+) create mode 100644 test/benchmark_r.R diff --git a/test/benchmark_r.R b/test/benchmark_r.R new file mode 100644 index 000000000..4b581434a --- /dev/null +++ b/test/benchmark_r.R @@ -0,0 +1,43 @@ + +library(ranger) +library(survival) +library(microbenchmark) + +rmultinomfactor <- function(n, size, prob) { + dummy <- rmultinom(n, size, prob) + nofac <- apply(dummy, 2, function(x) which(x == 1)) + fac <- factor(nofac) + levels(fac) <- sample.int(length(prob)) + fac +} +n <- 1000 + +## Covariates +x1 <- rmultinomfactor(n, 1, rep(1, 2)) +x2 <- rmultinomfactor(n, 1, rep(1, 4)) +x3 <- rmultinomfactor(n, 1, rep(1, 6)) +x4 <- rmultinomfactor(n, 1, rep(1, 8)) +x5 <- rnorm(n) +X <- cbind(x1, x2, x3, x4, x5) +beta <- c(3,1,2,1,4) +beta0 <- -15 + +## Endpoint +y <- as.matrix(X) %*% matrix(beta, ncol = 1) + beta0 +yfac <- as.factor(rbinom(n, size=1, prob = plogis(y))) +time <- y + rnorm(n) +time <- time - min(time) +status <- rbinom(n, 1, 0.8) + +## Data +dat_reg <- data.frame(y, x1, x2, x3, x4, x5) +dat_class <- data.frame(yfac, x1, x2, x3, x4, x5) +dat_surv <- data.frame(time, status, x1, x2, x3, x4, x5) + +## Run benchmark +microbenchmark( + class=ranger(yfac ~ ., data = dat_class, num.trees = 5000), + reg=ranger(y ~ ., data = dat_reg, num.trees = 3000), + prob=ranger(yfac ~ ., data = dat_class, probability = TRUE, num.trees = 5000), + surv=ranger(Surv(time, status) ~ ., data = dat_surv, num.trees = 100), + times = 3, unit = "s") From ea72f7ef3fb5dbd03920edfd2dbf7efbf35342fe Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 24 Feb 2015 07:06:30 +0100 Subject: [PATCH 134/344] version bump to 0.1.7 --- CHANGELOG | 5 +++++ TODO | 2 +- release/ranger_0.1.7.tar.gz | Bin 0 -> 41837 bytes source/src/version.h | 2 +- 4 files changed, 7 insertions(+), 2 deletions(-) create mode 100644 release/ranger_0.1.7.tar.gz diff --git a/CHANGELOG b/CHANGELOG index f4c729827..c5a4f766e 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,8 @@ +## ----------------------------------------------------------------------- ## +## Version 0.1.7 +## ----------------------------------------------------------------------- ## +- Add option to split on unordered categorical covariates + ## ----------------------------------------------------------------------- ## ## Version 0.1.6 ## ----------------------------------------------------------------------- ## diff --git a/TODO b/TODO index 063926edf..46eeac69b 100644 --- a/TODO +++ b/TODO @@ -13,7 +13,7 @@ -> Auto mode for ntree? Grow until no change in prediction error - Use Kaplan Meier instead of Nelson Aalen -> New parameter -- Handle factor covariates: Search over all 2-partitions of factor levels +- If only 1 split possible, just use it. 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ze=vYQ)U3R!Hj*sp_kTf|+Only%GdpwIiEi6>VIUmpZ`ST%#oXO0TGEA1AA30Fj@QWrO+j`TGg*6r-ipG-}1)Gq{eB+2PHD%DFUl zA)KX-v)wsMOe9?)>vr(Ly(u5to#DAp?Z-}_jYVz-!MhJ#5Y~MpaE0hImcucq_jT?l zGl@P*$AJb_N_9>@Zk|8SS&^XCS;04K>09F*5JGtK2W`A{ThL7X5`82rQ@@KAYf_|B z;sj;!=qS%6t(Rco@}#aDO*&0(PJa!4F?TY?x|D^O_79|Y)QF%t;7KGCIHKkzLa%Wg z94zUX11_u{N3qO~SD13Q2jud=CJbYqiCtG@Pf5vq0QB z{PZL-ZO3|GWHDW$fZGkcbw>zJBKQi_7qoA-=pp?Agi!?0iKl9@((ZWJfp(fH(m$#= zz{Ia(4!cB_n<2|rjapuam(|Ew(N z#^M#GAL=k$Z(jiZ2aaTXY9& z>ueTw|0})4(6YM=yTcV>`jWOgw&)J)`Z{FZj{1wvV$|sxj$Se%G=y1*@mU=gy4P}C z*k(K*8hS{X9?j$N$%^dbr3tt+!^O#W9OaJ+{iv0}+Irc5>u4lYP)>CVR2Y*+mSY7o zTzB?YHkK`Kh(yYuOdnk4SwP{VGAgU(coAp|^7*|8 zj&mFcvQiiuVaP=KSh&ss^vf7JlLL6j0%oLHBdNd= zxkhMzK>vc7ghU#V5eXS|MnU?aq^Bj2j~Au~ITgC6Z1|87Q)%wtMa1aU3j72;r~!$pi50iTKC=1hOd_OWl^xQ@kbE& z|CSx7%RzmlU*hG55c>Ed_Z{cphZ*~y!1 zO@2(?WM==Vt=2xX{b#e;YG&d;wjP%8A3w`KZ6J2IbMW)tVf&Z8L(JG=jKthxvC?d` j8V?%l>nqy5s Date: Fri, 20 Mar 2015 09:37:18 +0100 Subject: [PATCH 136/344] add gitgignore --- R_package/.gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/R_package/.gitignore b/R_package/.gitignore index 45798cd2c..df3239618 100644 --- a/R_package/.gitignore +++ b/R_package/.gitignore @@ -1,3 +1,4 @@ ranger/* ranger_*.tar.gz ranger.Rcheck/* +.Rproj.user From cce6dbbecea618761f2cee9844d41b6c6b8a7655 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 20 Mar 2015 09:44:02 +0100 Subject: [PATCH 137/344] reorder methods in TreeSurvival --- source/src/Tree/TreeSurvival.cpp | 187 +++++++++++++++++++++---------- source/src/Tree/TreeSurvival.h | 21 ++-- 2 files changed, 140 insertions(+), 68 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 200e932f7..8f4151f9b 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -77,11 +77,6 @@ void TreeSurvival::appendToFileInternal(std::ofstream& file) { saveVector2D(chf_vector, file); } -bool TreeSurvival::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { - - return findBestSplit(nodeID, possible_split_varIDs); -} - void TreeSurvival::createEmptyNodeInternal() { chf.push_back(std::vector()); } @@ -99,6 +94,11 @@ double TreeSurvival::computePredictionAccuracyInternal() { return computeConcordanceIndex(data, sum_chf, dependent_varID, status_varID, oob_sampleIDs); } +bool TreeSurvival::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { + + return findBestSplit(nodeID, possible_split_varIDs); +} + bool TreeSurvival::findBestSplit(size_t nodeID, std::vector& possible_split_varIDs) { double best_decrease = -1; @@ -163,58 +163,6 @@ bool TreeSurvival::findBestSplit(size_t nodeID, std::vector& possible_sp return result; } -void TreeSurvival::computeDeathCounts(size_t nodeID) { - - // Initialize - for (size_t i = 0; i < num_timepoints; ++i) { - num_deaths[i] = 0; - num_samples_at_risk[i] = 0; - } - - for (auto& sampleID : sampleIDs[nodeID]) { - double survival_time = data->get(sampleID, dependent_varID); - - size_t t = 0; - while (t < num_timepoints && (*unique_timepoints)[t] < survival_time) { - ++num_samples_at_risk[t]; - ++t; - } - - // Now t is the survival time, add to at risk and to death if death - if (t < num_timepoints) { - if (data->get(sampleID, status_varID) == 1) { - ++num_samples_at_risk[t]; - ++num_deaths[t]; - } - } - } -} - -void TreeSurvival::computeChildDeathCounts(size_t nodeID, size_t varID, std::vector& possible_split_values, - size_t* num_samples_right_child, size_t* delta_samples_at_risk_right_child, size_t* num_deaths_right_child) { - size_t num_splits = possible_split_values.size(); - - // Count deaths in right child per timepoint and possbile split - for (auto& sampleID : sampleIDs[nodeID]) { - double value = data->get(sampleID, varID); - size_t survival_timeID = (*response_timepointIDs)[sampleID]; - - // Count deaths until split_value reached - for (size_t i = 0; i < num_splits; ++i) { - - if (value > possible_split_values[i]) { - ++num_samples_right_child[i]; - ++delta_samples_at_risk_right_child[i * num_timepoints + survival_timeID]; - if (data->get(sampleID, status_varID) == 1) { - ++num_deaths_right_child[i * num_timepoints + survival_timeID]; - } - } else { - break; - } - } - } -} - void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::vector& possible_split_values, double& best_value, size_t& best_varID, double& best_logrank) { size_t num_splits = possible_split_values.size(); @@ -373,7 +321,7 @@ void TreeSurvival::findBestSplitValueAUC(size_t nodeID, size_t varID, std::vecto size_t num_splits = possible_split_values.size(); size_t num_possible_pairs = num_node_samples * (num_node_samples - 1) / 2; -// Initialize + // Initialize double* num_count = new double[num_splits]; double* num_total = new double[num_splits]; size_t* num_samples_left_child = new size_t[num_splits]; @@ -383,7 +331,7 @@ void TreeSurvival::findBestSplitValueAUC(size_t nodeID, size_t varID, std::vecto num_samples_left_child[i] = 0; } -// For all pairs + // For all pairs for (size_t k = 0; k < num_node_samples; ++k) { size_t sample_k = sampleIDs[nodeID][k]; double time_k = data->get(sample_k, dependent_varID); @@ -425,9 +373,128 @@ void TreeSurvival::findBestSplitValueAUC(size_t nodeID, size_t varID, std::vecto } } -// Clean up + // Clean up delete[] num_count; delete[] num_total; delete[] num_samples_left_child; } +void TreeSurvival::computeDeathCounts(size_t nodeID) { + + // Initialize + for (size_t i = 0; i < num_timepoints; ++i) { + num_deaths[i] = 0; + num_samples_at_risk[i] = 0; + } + + for (auto& sampleID : sampleIDs[nodeID]) { + double survival_time = data->get(sampleID, dependent_varID); + + size_t t = 0; + while (t < num_timepoints && (*unique_timepoints)[t] < survival_time) { + ++num_samples_at_risk[t]; + ++t; + } + + // Now t is the survival time, add to at risk and to death if death + if (t < num_timepoints) { + if (data->get(sampleID, status_varID) == 1) { + ++num_samples_at_risk[t]; + ++num_deaths[t]; + } + } + } +} + +void TreeSurvival::computeChildDeathCounts(size_t nodeID, size_t varID, std::vector& possible_split_values, + size_t* num_samples_right_child, size_t* delta_samples_at_risk_right_child, size_t* num_deaths_right_child) { + size_t num_splits = possible_split_values.size(); + + // Count deaths in right child per timepoint and possbile split + for (auto& sampleID : sampleIDs[nodeID]) { + double value = data->get(sampleID, varID); + size_t survival_timeID = (*response_timepointIDs)[sampleID]; + + // Count deaths until split_value reached + for (size_t i = 0; i < num_splits; ++i) { + + if (value > possible_split_values[i]) { + ++num_samples_right_child[i]; + ++delta_samples_at_risk_right_child[i * num_timepoints + survival_timeID]; + if (data->get(sampleID, status_varID) == 1) { + ++num_deaths_right_child[i * num_timepoints + survival_timeID]; + } + } else { + break; + } + } + } +} + +void TreeSurvival::computeAucSplit(double time_k, double time_l, double status_k, double status_l, double value_k, + double value_l, size_t num_splits, std::vector& possible_split_values, double* num_count, + double* num_total) { + + // TODO: In 1 variable? + bool ignore_pair = false; + bool do_nothing = false; + + double value_smaller = 0; + double value_larger = 0; + double status_smaller = 0; + + if (time_k < time_l) { + value_smaller = value_k; + value_larger = value_l; + status_smaller = status_k; + } else if (time_l < time_k) { + value_smaller = value_l; + value_larger = value_k; + status_smaller = status_l; + } else { + // TODO: Shorter? + // Tie in survival time + if (status_k == 0 || status_l == 0) { + ignore_pair = true; + } else { + if (splitrule == AUC_IGNORE_TIES) { + ignore_pair = true; + } else { + if (value_k == value_l) { + // Tie in survival time and in covariate + ignore_pair = true; + } else { + // Tie in survival time in covariate + do_nothing = true; + } + } + } + } + + // Do not count if smaller time censored + if (status_smaller == 0) { + ignore_pair = true; + } + + if (ignore_pair) { + for (size_t i = 0; i < num_splits; ++i) { + --num_count[i]; + --num_total[i]; + } + } else if (do_nothing) { + // Do nothing + } else { + for (size_t i = 0; i < num_splits; ++i) { + double split_value = possible_split_values[i]; + + if (value_smaller <= split_value && value_larger > split_value) { + ++num_count[i]; + } else if (value_smaller > split_value && value_larger <= split_value) { + --num_count[i]; + } else if (value_smaller <= split_value && value_larger <= split_value) { + break; + } + } + } + +} diff --git a/source/src/Tree/TreeSurvival.h b/source/src/Tree/TreeSurvival.h index 083334afd..32acedae4 100644 --- a/source/src/Tree/TreeSurvival.h +++ b/source/src/Tree/TreeSurvival.h @@ -58,23 +58,28 @@ class TreeSurvival: public Tree { } private: - bool splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs); - void createEmptyNodeInternal(); + void createEmptyNodeInternal(); double computePredictionAccuracyInternal(); - // Called by splitNodeInternal(). Sets split_varIDs and split_values. + bool splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs); + bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); - void computeDeathCounts(size_t nodeID); - void computeChildDeathCounts(size_t nodeID, size_t varID, std::vector& possible_split_values, - size_t* num_samples_right_child, size_t* num_samples_at_risk_right_child, size_t* num_deaths_right_child); + void findBestSplitValueLogRank(size_t nodeID, size_t varID, std::vector& possible_split_values, double& best_value, size_t& best_varID, double& best_logrank); - void findBestSplitValueLogRankUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, double& best_value, - size_t& best_varID, double& best_logrank); + void findBestSplitValueLogRankUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, + double& best_value, size_t& best_varID, double& best_logrank); void findBestSplitValueAUC(size_t nodeID, size_t varID, std::vector& possible_split_values, double& best_value, size_t& best_varID, double& best_auc); + void computeDeathCounts(size_t nodeID); + void computeChildDeathCounts(size_t nodeID, size_t varID, std::vector& possible_split_values, + size_t* num_samples_right_child, size_t* num_samples_at_risk_right_child, size_t* num_deaths_right_child); + + void computeAucSplit(double time_k, double time_l, double status_k, double status_l, double value_k, double value_l, + size_t num_splits, std::vector& possible_split_values, double* num_count, double* num_total); + void cleanUpInternal() { delete[] num_deaths; delete[] num_samples_at_risk; From bbf6a45644235c17db56c6d2d2e92cde3f1e5d17 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 20 Mar 2015 09:51:09 +0100 Subject: [PATCH 138/344] remove double probability --- R_package/ranger.R | 3 ++- R_package/rangerCpp.cpp | 2 +- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/R_package/ranger.R b/R_package/ranger.R index cfb468c3c..06594a048 100644 --- a/R_package/ranger.R +++ b/R_package/ranger.R @@ -384,7 +384,8 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, min.node.size, split.select.weights, use.split.select.weights, always.split.variables, use.always.split.variables, status.variable.name, prediction.mode, loaded.forest, sparse.data, - replace, probability, unordered.factor.variables, use.unordered.factor.variables, splitrule) + replace, probability, unordered.factor.variables, use.unordered.factor.variables, + splitrule) if (length(result) == 0) { stop("Internal error.") diff --git a/R_package/rangerCpp.cpp b/R_package/rangerCpp.cpp index 5a314649a..74df734ff 100644 --- a/R_package/rangerCpp.cpp +++ b/R_package/rangerCpp.cpp @@ -49,7 +49,7 @@ Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, uint me std::vector& always_split_variable_names, bool use_always_split_variable_names, std::string status_variable_name, bool prediction_mode, Rcpp::List loaded_forest, Rcpp::RawMatrix sparse_data, bool sample_with_replacement, bool probability, std::vector& unordered_variable_names, - bool use_unordered_variable_names, bool probability, uint splitrule_r) { + bool use_unordered_variable_names, uint splitrule_r) { Rcpp::List result; Forest* forest = 0; From 338e8bb4d2043172760ddbe152b4100e8fd6f2a2 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 20 Mar 2015 09:55:45 +0100 Subject: [PATCH 139/344] add comment for unordered auc splitting --- source/src/Tree/TreeSurvival.cpp | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 8f4151f9b..07e57f125 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -134,7 +134,12 @@ bool TreeSurvival::findBestSplit(size_t nodeID, std::vector& possible_sp findBestSplitValueAUC(nodeID, varID, all_values, best_value, best_varID, best_decrease); } } else { - findBestSplitValueLogRankUnordered(nodeID, varID, all_values, best_value, best_varID, best_decrease); + if (splitrule == LOGRANK) { + findBestSplitValueLogRankUnordered(nodeID, varID, all_values, best_value, best_varID, best_decrease); + } else if (splitrule == AUC || splitrule == AUC_IGNORE_TIES) { + // TODO: Implement unordered AUC splitting + findBestSplitValueAUC(nodeID, varID, all_values, best_value, best_varID, best_decrease); + } } } From b113b14880afae75858270ff246ae4db753232a1 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 20 Mar 2015 10:56:54 +0100 Subject: [PATCH 140/344] add release auc version --- release/auc_splitting/ranger_0.1.7.77.tar.gz | Bin 0 -> 43129 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 release/auc_splitting/ranger_0.1.7.77.tar.gz diff --git a/release/auc_splitting/ranger_0.1.7.77.tar.gz b/release/auc_splitting/ranger_0.1.7.77.tar.gz new file mode 100644 index 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zpx&N)3Mwq1ZW^7zQ6`sNIa!k3Ve@5TIXYPn@4!7Fu<-86y6*@x*U=hAi(RKB-a+SN z$;PPtcp7^>20Ng&xPcWnOj5dMiih`^=@~-(Q~B=;*?()J)jPKT#*dpB`|q{&(*FA{ z{%MoY!<~bl_YT{?>>Xm#E@KwzeikduMyv6|iuSE8k5Bop{8#=f|9!Ln{(s||Y)Jst F1OTqH$VUJG literal 0 HcmV?d00001 diff --git a/source/src/Forest/ForestSurvival.cpp b/source/src/Forest/ForestSurvival.cpp index e91a91f5c..2c2702a81 100644 --- a/source/src/Forest/ForestSurvival.cpp +++ b/source/src/Forest/ForestSurvival.cpp @@ -53,12 +53,13 @@ void ForestSurvival::loadForest(size_t dependent_varID, size_t num_trees, this->status_varID = status_varID; this->num_trees = num_trees; this->is_ordered_variable = is_ordered_variable; + this->unique_timepoints = unique_timepoints; // Create trees trees.reserve(num_trees); for (size_t i = 0; i < num_trees; ++i) { Tree* tree = new TreeSurvival(forest_child_nodeIDs[i], forest_split_varIDs[i], forest_split_values[i], - forest_chf[i], &unique_timepoints, &response_timepointIDs, &is_ordered_variable); + forest_chf[i], &this->unique_timepoints, &response_timepointIDs, &this->is_ordered_variable); trees.push_back(tree); } From b2b1af14a0e6d46df36e4e0d19952bcf98b82da6 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 7 Apr 2015 16:18:50 +0200 Subject: [PATCH 143/344] new package structure --- R_package/.gitignore | 2 - R_package/create_package.R | 81 ++++--------------- R_package/ranger/.gitignore | 1 + R_package/ranger/DESCRIPTION | 17 ++++ R_package/ranger/NAMESPACE | 20 +++++ R_package/ranger/R/RcppExports.R | 7 ++ R_package/{ => ranger/R}/importance.R | 0 R_package/{ => ranger/R}/predict.R | 0 R_package/{ => ranger/R}/predictions.R | 0 R_package/{ => ranger/R}/print.R | 0 R_package/{ => ranger/R}/ranger.R | 2 + R_package/{ => ranger/R}/timepoints.R | 0 R_package/{ => ranger/R}/tune.R | 0 R_package/ranger/src/.gitignore | 1 + R_package/ranger/src/Data.cpp | 1 + R_package/ranger/src/Data.h | 1 + R_package/ranger/src/DataChar.cpp | 1 + R_package/ranger/src/DataChar.h | 1 + R_package/ranger/src/DataDouble.cpp | 1 + R_package/ranger/src/DataDouble.h | 1 + R_package/ranger/src/DataFloat.cpp | 1 + R_package/ranger/src/DataFloat.h | 1 + R_package/ranger/src/Forest.cpp | 1 + R_package/ranger/src/Forest.h | 1 + R_package/ranger/src/ForestClassification.cpp | 1 + R_package/ranger/src/ForestClassification.h | 1 + R_package/ranger/src/ForestProbability.cpp | 1 + R_package/ranger/src/ForestProbability.h | 1 + R_package/ranger/src/ForestRegression.cpp | 1 + R_package/ranger/src/ForestRegression.h | 1 + R_package/ranger/src/ForestSurvival.cpp | 1 + R_package/ranger/src/ForestSurvival.h | 1 + R_package/{ => ranger/src}/Makevars | 0 R_package/{ => ranger/src}/Makevars.win | 0 R_package/ranger/src/RcppExports.cpp | 46 +++++++++++ R_package/ranger/src/Tree.cpp | 1 + R_package/ranger/src/Tree.h | 1 + R_package/ranger/src/TreeClassification.cpp | 1 + R_package/ranger/src/TreeClassification.h | 1 + R_package/ranger/src/TreeProbability.cpp | 1 + R_package/ranger/src/TreeProbability.h | 1 + R_package/ranger/src/TreeRegression.cpp | 1 + R_package/ranger/src/TreeRegression.h | 1 + R_package/ranger/src/TreeSurvival.cpp | 1 + R_package/ranger/src/TreeSurvival.h | 1 + R_package/ranger/src/globals.h | 1 + R_package/{ => ranger/src}/rangerCpp.cpp | 0 R_package/ranger/src/utility.cpp | 1 + R_package/ranger/src/utility.h | 1 + R_package/ranger/src/version.h | 1 + 50 files changed, 143 insertions(+), 66 deletions(-) create mode 100644 R_package/ranger/.gitignore create mode 100644 R_package/ranger/DESCRIPTION create mode 100644 R_package/ranger/NAMESPACE create mode 100644 R_package/ranger/R/RcppExports.R rename R_package/{ => ranger/R}/importance.R (100%) rename R_package/{ => ranger/R}/predict.R (100%) rename R_package/{ => ranger/R}/predictions.R (100%) rename R_package/{ => ranger/R}/print.R (100%) rename R_package/{ => ranger/R}/ranger.R (99%) rename R_package/{ => ranger/R}/timepoints.R (100%) rename R_package/{ => ranger/R}/tune.R (100%) create mode 100644 R_package/ranger/src/.gitignore create mode 120000 R_package/ranger/src/Data.cpp create mode 120000 R_package/ranger/src/Data.h create mode 120000 R_package/ranger/src/DataChar.cpp create mode 120000 R_package/ranger/src/DataChar.h create mode 120000 R_package/ranger/src/DataDouble.cpp create mode 120000 R_package/ranger/src/DataDouble.h create mode 120000 R_package/ranger/src/DataFloat.cpp create mode 120000 R_package/ranger/src/DataFloat.h create mode 120000 R_package/ranger/src/Forest.cpp create mode 120000 R_package/ranger/src/Forest.h create mode 120000 R_package/ranger/src/ForestClassification.cpp create mode 120000 R_package/ranger/src/ForestClassification.h create mode 120000 R_package/ranger/src/ForestProbability.cpp create mode 120000 R_package/ranger/src/ForestProbability.h create mode 120000 R_package/ranger/src/ForestRegression.cpp create mode 120000 R_package/ranger/src/ForestRegression.h create mode 120000 R_package/ranger/src/ForestSurvival.cpp create mode 120000 R_package/ranger/src/ForestSurvival.h rename R_package/{ => ranger/src}/Makevars (100%) rename R_package/{ => ranger/src}/Makevars.win (100%) create mode 100644 R_package/ranger/src/RcppExports.cpp create mode 120000 R_package/ranger/src/Tree.cpp create mode 120000 R_package/ranger/src/Tree.h create mode 120000 R_package/ranger/src/TreeClassification.cpp create mode 120000 R_package/ranger/src/TreeClassification.h create mode 120000 R_package/ranger/src/TreeProbability.cpp create mode 120000 R_package/ranger/src/TreeProbability.h create mode 120000 R_package/ranger/src/TreeRegression.cpp create mode 120000 R_package/ranger/src/TreeRegression.h create mode 120000 R_package/ranger/src/TreeSurvival.cpp create mode 120000 R_package/ranger/src/TreeSurvival.h create mode 120000 R_package/ranger/src/globals.h rename R_package/{ => ranger/src}/rangerCpp.cpp (100%) create mode 120000 R_package/ranger/src/utility.cpp create mode 120000 R_package/ranger/src/utility.h create mode 120000 R_package/ranger/src/version.h diff --git a/R_package/.gitignore b/R_package/.gitignore index 45798cd2c..e0bf700ec 100644 --- a/R_package/.gitignore +++ b/R_package/.gitignore @@ -1,3 +1 @@ -ranger/* -ranger_*.tar.gz ranger.Rcheck/* diff --git a/R_package/create_package.R b/R_package/create_package.R index c880b7491..7f5c965c0 100644 --- a/R_package/create_package.R +++ b/R_package/create_package.R @@ -1,85 +1,38 @@ -## Package infos -package.name <- "ranger" -package.title <- "A fast implementation of Random Forests" -package.description <- paste("Ranger is a fast implementation of Random Forests,", - "particularly suited for high dimensional data.", - "For now, ensembles of classification, regression and survival trees are supported.", - "With Ranger data from Genome-wide association (GWA) studies can be analyzed efficiently.", - "In addition to data frames, datasets of class 'gwaa.data' (R package GenABEL) can be directly analyzed.") -package.depends <- "R (>= 3.1)" -package.suggests <- "survival" - -package.author <- "Marvin N. Wright" -package.email <- "wright@imbs.uni-luebeck.de" -package.license <- "GPL-3" +library(Rcpp) +library(roxygen2) +library(devtools) +library(testthat) -## Add C++ and R files setwd("~/myWork/ranger/R_package") -src.file <- c("Makevars", "Makevars.win", "rangerCpp.cpp", - list.files("../source/src", recursive = TRUE, full.names = TRUE)) -src.file <- src.file[src.file != ("../source/src/main.cpp") & - src.file != ("../source/src/utility/ArgumentHandler.cpp") & - src.file != ("../source/src/utility/ArgumentHandler.h")] -code.file <- c("ranger.R", "predict.R", "print.R", "importance.R", "predictions.R", - "timepoints.R", "tune.R") +package.name <- "ranger" -## Get version +## Set version and date package.version <- scan("../source/src/version.h", character(0))[5] +dcf.file <- file.path(".", package.name, "DESCRIPTION") +dcf <- read.dcf(dcf.file) +dcf[1, "Version"] <- package.version +dcf[1, "Date"] <- as.character(Sys.Date()) +write.dcf(dcf, dcf.file) -## Cleanup -remove.packages(package.name) -unlink(file.path(package.name, ""), recursive=TRUE) -unlink(paste(package.name, "_", package.version, ".tar.gz", sep = "")) -unlink(paste(package.name, ".Rcheck/", sep = ""), recursive = TRUE) - -## Create package -library(Rcpp) -Rcpp.package.skeleton(package.name, attributes = TRUE, force = TRUE, - cpp_files = src.file, code_files = code.file, - example_code = FALSE, author = package.author, - email = package.email, - license = package.license) -compileAttributes(file.path(".", package.name, "")) -unlink(file.path(package.name, "man", paste(package.name, "-package.Rd", sep = ""))) +## Create Rcpp files +compileAttributes(package.name) -## TODO: Instead use inst/include/ranger.h ? ## Add globals.h to RcppExports.cpp (for building on Windows) rcpp.exports.file <- file.path(".", package.name, "src", "RcppExports.cpp") input <- readLines(rcpp.exports.file) writeLines(c("#include \"globals.h\"", input), rcpp.exports.file) -## Change DESCRIPTION file -dcf.file <- file.path(".", package.name, "DESCRIPTION") -dcf <- read.dcf(dcf.file) -dcf[1, "Title"] <- package.title -dcf[1, "Description"] <- package.description -dcf[1, "Version"] <- package.version -dcf[1, "Imports"] <- gsub(">= [0-9]+.[0-9]+.[0-9]+", ">= 0.11.2", dcf[1, "Imports"]) -dcf.new <- cbind(cbind(dcf, "Depends" = package.depends), "Suggests" = package.suggests) -write.dcf(dcf.new, dcf.file) - ## Add Documentation -library(roxygen2) roxygenize(package.name) -## Update NAMESPACE file -namespace.file <- file.path(".", package.name, "NAMESPACE") -cat(paste("useDynLib(", package.name, ")\n", sep = ""), file = namespace.file, append = TRUE) -cat("importFrom(Rcpp, evalCpp)\n", file = namespace.file, append = TRUE) - -## Build package -system(paste("R CMD build", package.name)) - -## Check -##system(paste("R CMD check", package.name)) - -## Install and load package -install.packages(paste(package.name, "_", package.version, ".tar.gz", sep = ""), repos = NULL) +## Build/check/install/load package +build(package.name) +##check(package.name) +install(package.name) library(package.name, character.only = TRUE) ## Test -library(testthat) test_dir("test/", reporter = "summary") ## Copy to vbox diff --git a/R_package/ranger/.gitignore b/R_package/ranger/.gitignore new file mode 100644 index 000000000..85c5e001d --- /dev/null +++ b/R_package/ranger/.gitignore @@ -0,0 +1 @@ +man/* diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION new file mode 100644 index 000000000..7e9c2ad41 --- /dev/null +++ b/R_package/ranger/DESCRIPTION @@ -0,0 +1,17 @@ +Package: ranger +Type: Package +Title: A fast implementation of Random Forests +Version: 0.1.8 +Date: 2015-04-07 +Author: Marvin N. Wright +Maintainer: Marvin N. Wright +Description: Ranger is a fast implementation of Random Forests, particularly suited for high + dimensional data. For now, ensembles of classification, regression and survival + trees are supported. With Ranger data from Genome-wide association (GWA) studies + can be analyzed efficiently. In addition to data frames, datasets of class + 'gwaa.data' (R package GenABEL) can be directly analyzed. +License: GPL-3 +Imports: Rcpp (>= 0.11.2) +LinkingTo: Rcpp +Depends: R (>= 3.1) +Suggests: survival diff --git a/R_package/ranger/NAMESPACE b/R_package/ranger/NAMESPACE new file mode 100644 index 000000000..9a3b44ad4 --- /dev/null +++ b/R_package/ranger/NAMESPACE @@ -0,0 +1,20 @@ +# Generated by roxygen2 (4.1.0): do not edit by hand + +S3method(predict,ranger) +S3method(predict,ranger.forest) +S3method(predictions,ranger) +S3method(predictions,ranger.prediction) +S3method(print,ranger) +S3method(print,ranger.forest) +S3method(print,ranger.prediction) +S3method(timepoints,ranger) +S3method(timepoints,ranger.prediction) +export(importance) +export(importance.ranger) +export(predictions) +export(ranger) +export(timepoints) +export(tune.mtry) +export(tune.nodesize) +importFrom(Rcpp,evalCpp) +useDynLib(ranger) diff --git a/R_package/ranger/R/RcppExports.R b/R_package/ranger/R/RcppExports.R new file mode 100644 index 000000000..c0e2b7a37 --- /dev/null +++ b/R_package/ranger/R/RcppExports.R @@ -0,0 +1,7 @@ +# This file was generated by Rcpp::compileAttributes +# Generator token: 10BE3573-1514-4C36-9D1C-5A225CD40393 + +rangerCpp <- function(treetype, dependent_variable_name, memory_mode_r, input_data, variable_names, mtry, num_trees, verbose, seed, num_threads, write_forest, importance_mode_r, min_node_size, split_select_weights, use_split_select_weights, always_split_variable_names, use_always_split_variable_names, status_variable_name, prediction_mode, loaded_forest, sparse_data, sample_with_replacement, probability, unordered_variable_names, use_unordered_variable_names) { + .Call('ranger_rangerCpp', PACKAGE = 'ranger', treetype, dependent_variable_name, memory_mode_r, input_data, variable_names, mtry, num_trees, verbose, seed, num_threads, write_forest, importance_mode_r, min_node_size, split_select_weights, use_split_select_weights, always_split_variable_names, use_always_split_variable_names, status_variable_name, prediction_mode, loaded_forest, sparse_data, sample_with_replacement, probability, unordered_variable_names, use_unordered_variable_names) +} + diff --git a/R_package/importance.R b/R_package/ranger/R/importance.R similarity index 100% rename from R_package/importance.R rename to R_package/ranger/R/importance.R diff --git a/R_package/predict.R b/R_package/ranger/R/predict.R similarity index 100% rename from R_package/predict.R rename to R_package/ranger/R/predict.R diff --git a/R_package/predictions.R b/R_package/ranger/R/predictions.R similarity index 100% rename from R_package/predictions.R rename to R_package/ranger/R/predictions.R diff --git a/R_package/print.R b/R_package/ranger/R/print.R similarity index 100% rename from R_package/print.R rename to R_package/ranger/R/print.R diff --git a/R_package/ranger.R b/R_package/ranger/R/ranger.R similarity index 99% rename from R_package/ranger.R rename to R_package/ranger/R/ranger.R index 9db4086d2..174e64541 100644 --- a/R_package/ranger.R +++ b/R_package/ranger/R/ranger.R @@ -145,6 +145,8 @@ ##' Ishwaran, H., Kogalur, U. B., Blackstone, E. H., & Lauer, M. S. (2008). Random survival forests. Ann Appl Stat, 841-860. \cr ##' Malley, J. D., Kruppa, J., Dasgupta, A., Malley, K. G., & Ziegler, A. (2012). Probability machines: consistent probability estimation using nonparametric learning machines. Methods Inf Med, 51(1), 74. ##' @seealso \code{\link{predict.ranger}} +##' @useDynLib ranger +##' @importFrom Rcpp evalCpp ##' @export ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, importance = "none", write.forest = FALSE, probability = FALSE, diff --git a/R_package/timepoints.R b/R_package/ranger/R/timepoints.R similarity index 100% rename from R_package/timepoints.R rename to R_package/ranger/R/timepoints.R diff --git a/R_package/tune.R b/R_package/ranger/R/tune.R similarity index 100% rename from R_package/tune.R rename to R_package/ranger/R/tune.R diff --git a/R_package/ranger/src/.gitignore b/R_package/ranger/src/.gitignore new file mode 100644 index 000000000..5761abcfd --- /dev/null +++ b/R_package/ranger/src/.gitignore @@ -0,0 +1 @@ +*.o diff --git a/R_package/ranger/src/Data.cpp b/R_package/ranger/src/Data.cpp new file mode 120000 index 000000000..d3f51f582 --- /dev/null +++ b/R_package/ranger/src/Data.cpp @@ -0,0 +1 @@ +../../../source/src/utility/Data.cpp \ No newline at end of file diff --git a/R_package/ranger/src/Data.h b/R_package/ranger/src/Data.h new file mode 120000 index 000000000..f6221a638 --- /dev/null +++ b/R_package/ranger/src/Data.h @@ -0,0 +1 @@ +../../../source/src/utility/Data.h \ No newline at end of file diff --git a/R_package/ranger/src/DataChar.cpp b/R_package/ranger/src/DataChar.cpp new file mode 120000 index 000000000..2f1934213 --- /dev/null +++ b/R_package/ranger/src/DataChar.cpp @@ -0,0 +1 @@ +../../../source/src/utility/DataChar.cpp \ No newline at end of file diff --git a/R_package/ranger/src/DataChar.h b/R_package/ranger/src/DataChar.h new file mode 120000 index 000000000..a24bd6007 --- /dev/null +++ b/R_package/ranger/src/DataChar.h @@ -0,0 +1 @@ +../../../source/src/utility/DataChar.h \ No newline at end of file diff --git a/R_package/ranger/src/DataDouble.cpp b/R_package/ranger/src/DataDouble.cpp new file mode 120000 index 000000000..abd697242 --- /dev/null +++ b/R_package/ranger/src/DataDouble.cpp @@ -0,0 +1 @@ +../../../source/src/utility/DataDouble.cpp \ No newline at end of file diff --git a/R_package/ranger/src/DataDouble.h b/R_package/ranger/src/DataDouble.h new file mode 120000 index 000000000..22440b870 --- /dev/null +++ b/R_package/ranger/src/DataDouble.h @@ -0,0 +1 @@ +../../../source/src/utility/DataDouble.h \ No newline at end of file diff --git a/R_package/ranger/src/DataFloat.cpp b/R_package/ranger/src/DataFloat.cpp new file mode 120000 index 000000000..2a007274e --- /dev/null +++ b/R_package/ranger/src/DataFloat.cpp @@ -0,0 +1 @@ +../../../source/src/utility/DataFloat.cpp \ No newline at end of file diff --git a/R_package/ranger/src/DataFloat.h b/R_package/ranger/src/DataFloat.h new file mode 120000 index 000000000..b78f5bdef --- /dev/null +++ b/R_package/ranger/src/DataFloat.h @@ -0,0 +1 @@ +../../../source/src/utility/DataFloat.h \ No newline at end of file diff --git a/R_package/ranger/src/Forest.cpp b/R_package/ranger/src/Forest.cpp new file mode 120000 index 000000000..f940c7802 --- /dev/null +++ b/R_package/ranger/src/Forest.cpp @@ -0,0 +1 @@ +../../../source/src/Forest/Forest.cpp \ No newline at end of file diff --git a/R_package/ranger/src/Forest.h b/R_package/ranger/src/Forest.h new file mode 120000 index 000000000..4f00ccab7 --- /dev/null +++ b/R_package/ranger/src/Forest.h @@ -0,0 +1 @@ +../../../source/src/Forest/Forest.h \ No newline at end of file diff --git a/R_package/ranger/src/ForestClassification.cpp b/R_package/ranger/src/ForestClassification.cpp new file mode 120000 index 000000000..02dc0367e --- /dev/null +++ b/R_package/ranger/src/ForestClassification.cpp @@ -0,0 +1 @@ +../../../source/src/Forest/ForestClassification.cpp \ No newline at end of file diff --git a/R_package/ranger/src/ForestClassification.h b/R_package/ranger/src/ForestClassification.h new file mode 120000 index 000000000..ea97b60bf --- /dev/null +++ b/R_package/ranger/src/ForestClassification.h @@ -0,0 +1 @@ +../../../source/src/Forest/ForestClassification.h \ No newline at end of file diff --git a/R_package/ranger/src/ForestProbability.cpp b/R_package/ranger/src/ForestProbability.cpp new file mode 120000 index 000000000..3dd8065b0 --- /dev/null +++ b/R_package/ranger/src/ForestProbability.cpp @@ -0,0 +1 @@ +../../../source/src/Forest/ForestProbability.cpp \ No newline at end of file diff --git a/R_package/ranger/src/ForestProbability.h b/R_package/ranger/src/ForestProbability.h new file mode 120000 index 000000000..0ed02dd2b --- /dev/null +++ b/R_package/ranger/src/ForestProbability.h @@ -0,0 +1 @@ +../../../source/src/Forest/ForestProbability.h \ No newline at end of file diff --git a/R_package/ranger/src/ForestRegression.cpp b/R_package/ranger/src/ForestRegression.cpp new file mode 120000 index 000000000..7fe0d22e9 --- /dev/null +++ b/R_package/ranger/src/ForestRegression.cpp @@ -0,0 +1 @@ +../../../source/src/Forest/ForestRegression.cpp \ No newline at end of file diff --git a/R_package/ranger/src/ForestRegression.h b/R_package/ranger/src/ForestRegression.h new file mode 120000 index 000000000..706357809 --- /dev/null +++ b/R_package/ranger/src/ForestRegression.h @@ -0,0 +1 @@ +../../../source/src/Forest/ForestRegression.h \ No newline at end of file diff --git a/R_package/ranger/src/ForestSurvival.cpp b/R_package/ranger/src/ForestSurvival.cpp new file mode 120000 index 000000000..96951aef8 --- /dev/null +++ b/R_package/ranger/src/ForestSurvival.cpp @@ -0,0 +1 @@ +../../../source/src/Forest/ForestSurvival.cpp \ No newline at end of file diff --git a/R_package/ranger/src/ForestSurvival.h b/R_package/ranger/src/ForestSurvival.h new file mode 120000 index 000000000..01a400a66 --- /dev/null +++ b/R_package/ranger/src/ForestSurvival.h @@ -0,0 +1 @@ +../../../source/src/Forest/ForestSurvival.h \ No newline at end of file diff --git a/R_package/Makevars b/R_package/ranger/src/Makevars similarity index 100% rename from R_package/Makevars rename to R_package/ranger/src/Makevars diff --git a/R_package/Makevars.win b/R_package/ranger/src/Makevars.win similarity index 100% rename from R_package/Makevars.win rename to R_package/ranger/src/Makevars.win diff --git a/R_package/ranger/src/RcppExports.cpp b/R_package/ranger/src/RcppExports.cpp new file mode 100644 index 000000000..ef740b872 --- /dev/null +++ b/R_package/ranger/src/RcppExports.cpp @@ -0,0 +1,46 @@ +// This file was generated by Rcpp::compileAttributes +// Generator token: 10BE3573-1514-4C36-9D1C-5A225CD40393 + +#include + +using namespace Rcpp; + +// rangerCpp +Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, uint memory_mode_r, Rcpp::NumericMatrix input_data, std::vector variable_names, uint mtry, uint num_trees, bool verbose, uint seed, uint num_threads, bool write_forest, uint importance_mode_r, uint min_node_size, std::vector& split_select_weights, bool use_split_select_weights, std::vector& always_split_variable_names, bool use_always_split_variable_names, std::string status_variable_name, bool prediction_mode, Rcpp::List loaded_forest, Rcpp::RawMatrix sparse_data, bool sample_with_replacement, bool probability, std::vector& unordered_variable_names, bool use_unordered_variable_names); +RcppExport SEXP ranger_rangerCpp(SEXP treetypeSEXP, SEXP dependent_variable_nameSEXP, SEXP memory_mode_rSEXP, SEXP input_dataSEXP, SEXP variable_namesSEXP, SEXP mtrySEXP, SEXP num_treesSEXP, SEXP verboseSEXP, SEXP seedSEXP, SEXP num_threadsSEXP, SEXP write_forestSEXP, SEXP importance_mode_rSEXP, SEXP min_node_sizeSEXP, SEXP split_select_weightsSEXP, SEXP use_split_select_weightsSEXP, SEXP always_split_variable_namesSEXP, SEXP use_always_split_variable_namesSEXP, SEXP status_variable_nameSEXP, SEXP prediction_modeSEXP, SEXP loaded_forestSEXP, SEXP sparse_dataSEXP, SEXP sample_with_replacementSEXP, SEXP probabilitySEXP, SEXP unordered_variable_namesSEXP, SEXP use_unordered_variable_namesSEXP) { +BEGIN_RCPP + SEXP __sexp_result; + { + Rcpp::RNGScope __rngScope; + Rcpp::traits::input_parameter< uint >::type treetype(treetypeSEXP ); + Rcpp::traits::input_parameter< std::string >::type dependent_variable_name(dependent_variable_nameSEXP ); + Rcpp::traits::input_parameter< uint >::type memory_mode_r(memory_mode_rSEXP ); + Rcpp::traits::input_parameter< Rcpp::NumericMatrix >::type input_data(input_dataSEXP ); + Rcpp::traits::input_parameter< std::vector >::type variable_names(variable_namesSEXP ); + Rcpp::traits::input_parameter< uint >::type mtry(mtrySEXP ); + Rcpp::traits::input_parameter< uint >::type num_trees(num_treesSEXP ); + Rcpp::traits::input_parameter< bool >::type verbose(verboseSEXP ); + Rcpp::traits::input_parameter< uint >::type seed(seedSEXP ); + Rcpp::traits::input_parameter< uint >::type num_threads(num_threadsSEXP ); + Rcpp::traits::input_parameter< bool >::type write_forest(write_forestSEXP ); + Rcpp::traits::input_parameter< uint >::type importance_mode_r(importance_mode_rSEXP ); + Rcpp::traits::input_parameter< uint >::type min_node_size(min_node_sizeSEXP ); + Rcpp::traits::input_parameter< std::vector& >::type split_select_weights(split_select_weightsSEXP ); + Rcpp::traits::input_parameter< bool >::type use_split_select_weights(use_split_select_weightsSEXP ); + Rcpp::traits::input_parameter< std::vector& >::type always_split_variable_names(always_split_variable_namesSEXP ); + Rcpp::traits::input_parameter< bool >::type use_always_split_variable_names(use_always_split_variable_namesSEXP ); + Rcpp::traits::input_parameter< std::string >::type status_variable_name(status_variable_nameSEXP ); + Rcpp::traits::input_parameter< bool >::type prediction_mode(prediction_modeSEXP ); + Rcpp::traits::input_parameter< Rcpp::List >::type loaded_forest(loaded_forestSEXP ); + Rcpp::traits::input_parameter< Rcpp::RawMatrix >::type sparse_data(sparse_dataSEXP ); + Rcpp::traits::input_parameter< bool >::type sample_with_replacement(sample_with_replacementSEXP ); + Rcpp::traits::input_parameter< bool >::type probability(probabilitySEXP ); + Rcpp::traits::input_parameter< std::vector& >::type unordered_variable_names(unordered_variable_namesSEXP ); + Rcpp::traits::input_parameter< bool >::type use_unordered_variable_names(use_unordered_variable_namesSEXP ); + Rcpp::List __result = rangerCpp(treetype, dependent_variable_name, memory_mode_r, input_data, variable_names, mtry, num_trees, verbose, seed, num_threads, write_forest, importance_mode_r, min_node_size, split_select_weights, use_split_select_weights, always_split_variable_names, use_always_split_variable_names, status_variable_name, prediction_mode, loaded_forest, sparse_data, sample_with_replacement, probability, unordered_variable_names, use_unordered_variable_names); + PROTECT(__sexp_result = Rcpp::wrap(__result)); + } + UNPROTECT(1); + return __sexp_result; +END_RCPP +} diff --git a/R_package/ranger/src/Tree.cpp b/R_package/ranger/src/Tree.cpp new file mode 120000 index 000000000..e19f8b2e7 --- /dev/null +++ b/R_package/ranger/src/Tree.cpp @@ -0,0 +1 @@ +../../../source/src/Tree/Tree.cpp \ No newline at end of file diff --git a/R_package/ranger/src/Tree.h b/R_package/ranger/src/Tree.h new file mode 120000 index 000000000..53aea3158 --- /dev/null +++ b/R_package/ranger/src/Tree.h @@ -0,0 +1 @@ +../../../source/src/Tree/Tree.h \ No newline at end of file diff --git a/R_package/ranger/src/TreeClassification.cpp b/R_package/ranger/src/TreeClassification.cpp new file mode 120000 index 000000000..5c06cfd8b --- /dev/null +++ b/R_package/ranger/src/TreeClassification.cpp @@ -0,0 +1 @@ +../../../source/src/Tree/TreeClassification.cpp \ No newline at end of file diff --git a/R_package/ranger/src/TreeClassification.h b/R_package/ranger/src/TreeClassification.h new file mode 120000 index 000000000..4791422ea --- /dev/null +++ b/R_package/ranger/src/TreeClassification.h @@ -0,0 +1 @@ +../../../source/src/Tree/TreeClassification.h \ No newline at end of file diff --git a/R_package/ranger/src/TreeProbability.cpp b/R_package/ranger/src/TreeProbability.cpp new file mode 120000 index 000000000..f99a90401 --- /dev/null +++ b/R_package/ranger/src/TreeProbability.cpp @@ -0,0 +1 @@ +../../../source/src/Tree/TreeProbability.cpp \ No newline at end of file diff --git a/R_package/ranger/src/TreeProbability.h b/R_package/ranger/src/TreeProbability.h new file mode 120000 index 000000000..7b66d671c --- /dev/null +++ b/R_package/ranger/src/TreeProbability.h @@ -0,0 +1 @@ +../../../source/src/Tree/TreeProbability.h \ No newline at end of file diff --git a/R_package/ranger/src/TreeRegression.cpp b/R_package/ranger/src/TreeRegression.cpp new file mode 120000 index 000000000..46fce733b --- /dev/null +++ b/R_package/ranger/src/TreeRegression.cpp @@ -0,0 +1 @@ +../../../source/src/Tree/TreeRegression.cpp \ No newline at end of file diff --git a/R_package/ranger/src/TreeRegression.h b/R_package/ranger/src/TreeRegression.h new file mode 120000 index 000000000..51d33478a --- /dev/null +++ b/R_package/ranger/src/TreeRegression.h @@ -0,0 +1 @@ +../../../source/src/Tree/TreeRegression.h \ No newline at end of file diff --git a/R_package/ranger/src/TreeSurvival.cpp b/R_package/ranger/src/TreeSurvival.cpp new file mode 120000 index 000000000..c84d90350 --- /dev/null +++ b/R_package/ranger/src/TreeSurvival.cpp @@ -0,0 +1 @@ +../../../source/src/Tree/TreeSurvival.cpp \ No newline at end of file diff --git a/R_package/ranger/src/TreeSurvival.h b/R_package/ranger/src/TreeSurvival.h new file mode 120000 index 000000000..409cab04b --- /dev/null +++ b/R_package/ranger/src/TreeSurvival.h @@ -0,0 +1 @@ +../../../source/src/Tree/TreeSurvival.h \ No newline at end of file diff --git a/R_package/ranger/src/globals.h b/R_package/ranger/src/globals.h new file mode 120000 index 000000000..56062b35c --- /dev/null +++ b/R_package/ranger/src/globals.h @@ -0,0 +1 @@ +../../../source/src/globals.h \ No newline at end of file diff --git a/R_package/rangerCpp.cpp b/R_package/ranger/src/rangerCpp.cpp similarity index 100% rename from R_package/rangerCpp.cpp rename to R_package/ranger/src/rangerCpp.cpp diff --git a/R_package/ranger/src/utility.cpp b/R_package/ranger/src/utility.cpp new file mode 120000 index 000000000..f4022a5b2 --- /dev/null +++ b/R_package/ranger/src/utility.cpp @@ -0,0 +1 @@ +../../../source/src/utility/utility.cpp \ No newline at end of file diff --git a/R_package/ranger/src/utility.h b/R_package/ranger/src/utility.h new file mode 120000 index 000000000..63356a925 --- /dev/null +++ b/R_package/ranger/src/utility.h @@ -0,0 +1 @@ +../../../source/src/utility/utility.h \ No newline at end of file diff --git a/R_package/ranger/src/version.h b/R_package/ranger/src/version.h new file mode 120000 index 000000000..176edb744 --- /dev/null +++ b/R_package/ranger/src/version.h @@ -0,0 +1 @@ +../../../source/src/version.h \ No newline at end of file From e307a6eeb4aeaa0d5f5719d2e85946478e6aa9c3 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 7 Apr 2015 16:21:20 +0200 Subject: [PATCH 144/344] add rcppexports to gitignore --- R_package/ranger/R/.gitignore | 1 + R_package/ranger/R/RcppExports.R | 7 ----- R_package/ranger/src/.gitignore | 2 ++ R_package/ranger/src/RcppExports.cpp | 46 ---------------------------- 4 files changed, 3 insertions(+), 53 deletions(-) create mode 100644 R_package/ranger/R/.gitignore delete mode 100644 R_package/ranger/R/RcppExports.R delete mode 100644 R_package/ranger/src/RcppExports.cpp diff --git a/R_package/ranger/R/.gitignore b/R_package/ranger/R/.gitignore new file mode 100644 index 000000000..b1f3275a5 --- /dev/null +++ b/R_package/ranger/R/.gitignore @@ -0,0 +1 @@ +RcppExports.R diff --git a/R_package/ranger/R/RcppExports.R b/R_package/ranger/R/RcppExports.R deleted file mode 100644 index c0e2b7a37..000000000 --- a/R_package/ranger/R/RcppExports.R +++ /dev/null @@ -1,7 +0,0 @@ -# This file was generated by Rcpp::compileAttributes -# Generator token: 10BE3573-1514-4C36-9D1C-5A225CD40393 - -rangerCpp <- function(treetype, dependent_variable_name, memory_mode_r, input_data, variable_names, mtry, num_trees, verbose, seed, num_threads, write_forest, importance_mode_r, min_node_size, split_select_weights, use_split_select_weights, always_split_variable_names, use_always_split_variable_names, status_variable_name, prediction_mode, loaded_forest, sparse_data, sample_with_replacement, probability, unordered_variable_names, use_unordered_variable_names) { - .Call('ranger_rangerCpp', PACKAGE = 'ranger', treetype, dependent_variable_name, memory_mode_r, input_data, variable_names, mtry, num_trees, verbose, seed, num_threads, write_forest, importance_mode_r, min_node_size, split_select_weights, use_split_select_weights, always_split_variable_names, use_always_split_variable_names, status_variable_name, prediction_mode, loaded_forest, sparse_data, sample_with_replacement, probability, unordered_variable_names, use_unordered_variable_names) -} - diff --git a/R_package/ranger/src/.gitignore b/R_package/ranger/src/.gitignore index 5761abcfd..b3a1485ea 100644 --- a/R_package/ranger/src/.gitignore +++ b/R_package/ranger/src/.gitignore @@ -1 +1,3 @@ *.o +*.so +RcppExports.cpp diff --git a/R_package/ranger/src/RcppExports.cpp b/R_package/ranger/src/RcppExports.cpp deleted file mode 100644 index ef740b872..000000000 --- a/R_package/ranger/src/RcppExports.cpp +++ /dev/null @@ -1,46 +0,0 @@ -// This file was generated by Rcpp::compileAttributes -// Generator token: 10BE3573-1514-4C36-9D1C-5A225CD40393 - -#include - -using namespace Rcpp; - -// rangerCpp -Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, uint memory_mode_r, Rcpp::NumericMatrix input_data, std::vector variable_names, uint mtry, uint num_trees, bool verbose, uint seed, uint num_threads, bool write_forest, uint importance_mode_r, uint min_node_size, std::vector& split_select_weights, bool use_split_select_weights, std::vector& always_split_variable_names, bool use_always_split_variable_names, std::string status_variable_name, bool prediction_mode, Rcpp::List loaded_forest, Rcpp::RawMatrix sparse_data, bool sample_with_replacement, bool probability, std::vector& unordered_variable_names, bool use_unordered_variable_names); -RcppExport SEXP ranger_rangerCpp(SEXP treetypeSEXP, SEXP dependent_variable_nameSEXP, SEXP memory_mode_rSEXP, SEXP input_dataSEXP, SEXP variable_namesSEXP, SEXP mtrySEXP, SEXP num_treesSEXP, SEXP verboseSEXP, SEXP seedSEXP, SEXP num_threadsSEXP, SEXP write_forestSEXP, SEXP importance_mode_rSEXP, SEXP min_node_sizeSEXP, SEXP split_select_weightsSEXP, SEXP use_split_select_weightsSEXP, SEXP always_split_variable_namesSEXP, SEXP use_always_split_variable_namesSEXP, SEXP status_variable_nameSEXP, SEXP prediction_modeSEXP, SEXP loaded_forestSEXP, SEXP sparse_dataSEXP, SEXP sample_with_replacementSEXP, SEXP probabilitySEXP, SEXP unordered_variable_namesSEXP, SEXP use_unordered_variable_namesSEXP) { -BEGIN_RCPP - SEXP __sexp_result; - { - Rcpp::RNGScope __rngScope; - Rcpp::traits::input_parameter< uint >::type treetype(treetypeSEXP ); - Rcpp::traits::input_parameter< std::string >::type dependent_variable_name(dependent_variable_nameSEXP ); - Rcpp::traits::input_parameter< uint >::type memory_mode_r(memory_mode_rSEXP ); - Rcpp::traits::input_parameter< Rcpp::NumericMatrix >::type input_data(input_dataSEXP ); - Rcpp::traits::input_parameter< std::vector >::type variable_names(variable_namesSEXP ); - Rcpp::traits::input_parameter< uint >::type mtry(mtrySEXP ); - Rcpp::traits::input_parameter< uint >::type num_trees(num_treesSEXP ); - Rcpp::traits::input_parameter< bool >::type verbose(verboseSEXP ); - Rcpp::traits::input_parameter< uint >::type seed(seedSEXP ); - Rcpp::traits::input_parameter< uint >::type num_threads(num_threadsSEXP ); - Rcpp::traits::input_parameter< bool >::type write_forest(write_forestSEXP ); - Rcpp::traits::input_parameter< uint >::type importance_mode_r(importance_mode_rSEXP ); - Rcpp::traits::input_parameter< uint >::type min_node_size(min_node_sizeSEXP ); - Rcpp::traits::input_parameter< std::vector& >::type split_select_weights(split_select_weightsSEXP ); - Rcpp::traits::input_parameter< bool >::type use_split_select_weights(use_split_select_weightsSEXP ); - Rcpp::traits::input_parameter< std::vector& >::type always_split_variable_names(always_split_variable_namesSEXP ); - Rcpp::traits::input_parameter< bool >::type use_always_split_variable_names(use_always_split_variable_namesSEXP ); - Rcpp::traits::input_parameter< std::string >::type status_variable_name(status_variable_nameSEXP ); - Rcpp::traits::input_parameter< bool >::type prediction_mode(prediction_modeSEXP ); - Rcpp::traits::input_parameter< Rcpp::List >::type loaded_forest(loaded_forestSEXP ); - Rcpp::traits::input_parameter< Rcpp::RawMatrix >::type sparse_data(sparse_dataSEXP ); - Rcpp::traits::input_parameter< bool >::type sample_with_replacement(sample_with_replacementSEXP ); - Rcpp::traits::input_parameter< bool >::type probability(probabilitySEXP ); - Rcpp::traits::input_parameter< std::vector& >::type unordered_variable_names(unordered_variable_namesSEXP ); - Rcpp::traits::input_parameter< bool >::type use_unordered_variable_names(use_unordered_variable_namesSEXP ); - Rcpp::List __result = rangerCpp(treetype, dependent_variable_name, memory_mode_r, input_data, variable_names, mtry, num_trees, verbose, seed, num_threads, write_forest, importance_mode_r, min_node_size, split_select_weights, use_split_select_weights, always_split_variable_names, use_always_split_variable_names, status_variable_name, prediction_mode, loaded_forest, sparse_data, sample_with_replacement, probability, unordered_variable_names, use_unordered_variable_names); - PROTECT(__sexp_result = Rcpp::wrap(__result)); - } - UNPROTECT(1); - return __sexp_result; -END_RCPP -} From 31fc358c1468a52f541a4fa74707bbeab7e7eb76 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 7 Apr 2015 16:30:31 +0200 Subject: [PATCH 145/344] cleanup --- R_package/create_package.R | 6 +++--- R_package/ranger/inst/include/ranger.h | 1 + 2 files changed, 4 insertions(+), 3 deletions(-) create mode 100644 R_package/ranger/inst/include/ranger.h diff --git a/R_package/create_package.R b/R_package/create_package.R index 7f5c965c0..856e83eb7 100644 --- a/R_package/create_package.R +++ b/R_package/create_package.R @@ -19,9 +19,9 @@ write.dcf(dcf, dcf.file) compileAttributes(package.name) ## Add globals.h to RcppExports.cpp (for building on Windows) -rcpp.exports.file <- file.path(".", package.name, "src", "RcppExports.cpp") -input <- readLines(rcpp.exports.file) -writeLines(c("#include \"globals.h\"", input), rcpp.exports.file) +# rcpp.exports.file <- file.path(".", package.name, "src", "RcppExports.cpp") +# input <- readLines(rcpp.exports.file) +# writeLines(c("#include \"globals.h\"", input), rcpp.exports.file) ## Add Documentation roxygenize(package.name) diff --git a/R_package/ranger/inst/include/ranger.h b/R_package/ranger/inst/include/ranger.h new file mode 100644 index 000000000..cda58d820 --- /dev/null +++ b/R_package/ranger/inst/include/ranger.h @@ -0,0 +1 @@ +#include "../../src/globals.h" \ No newline at end of file From bcde3d0a824ac997cce9000792dbb61f54f0bdc7 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 7 Apr 2015 16:35:47 +0200 Subject: [PATCH 146/344] cleanup and changelog --- CHANGELOG | 5 +++++ R_package/create_package.R | 5 ----- R_package/ranger/R/ranger.R | 2 +- 3 files changed, 6 insertions(+), 6 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index c5a4f766e..f468c412f 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,8 @@ +## ----------------------------------------------------------------------- ## +## Version 0.1.8 +## ----------------------------------------------------------------------- ## +- Fix problems when using Rcpp <0.11.4 + ## ----------------------------------------------------------------------- ## ## Version 0.1.7 ## ----------------------------------------------------------------------- ## diff --git a/R_package/create_package.R b/R_package/create_package.R index 856e83eb7..26fe50daa 100644 --- a/R_package/create_package.R +++ b/R_package/create_package.R @@ -18,11 +18,6 @@ write.dcf(dcf, dcf.file) ## Create Rcpp files compileAttributes(package.name) -## Add globals.h to RcppExports.cpp (for building on Windows) -# rcpp.exports.file <- file.path(".", package.name, "src", "RcppExports.cpp") -# input <- readLines(rcpp.exports.file) -# writeLines(c("#include \"globals.h\"", input), rcpp.exports.file) - ## Add Documentation roxygenize(package.name) diff --git a/R_package/ranger/R/ranger.R b/R_package/ranger/R/ranger.R index 174e64541..9613c975a 100644 --- a/R_package/ranger/R/ranger.R +++ b/R_package/ranger/R/ranger.R @@ -51,7 +51,7 @@ ##' By setting \code{memory} to 'float' or 'char' the memory usage can be reduced with a possible loss of precision. ##' Use char only if all endpoints and covariates are integer values between -128 and 127 or factors with few levels. ##' -##' For GWAS data consider combining \code{ranger} with the \code{\link{GenABEL}} package. +##' For GWAS data consider combining \code{ranger} with the \code{GenABEL} package. ##' See the Examples section below for a demonstration using \code{Plink} data. ##' All SNPs in the \code{GenABEL} object will be used for splitting. ##' To use only the SNPs without sex or other covariates from the phenotype file, use \code{0} on the right hand side of the formula. 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Faster? +- Up-/Downsampling, see sampsize/strata in randomForest ## ----------------------------------------------------------------------- ## From f38c4af24e587977ca2edec2efebf80150dcf21e Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 7 Apr 2015 16:54:27 +0200 Subject: [PATCH 148/344] add new auc splitting version --- R_package/create_package.R | 2 +- R_package/ranger/DESCRIPTION | 2 +- release/auc_splitting/ranger_0.1.8.77.tar.gz | Bin 0 -> 43386 bytes 3 files changed, 2 insertions(+), 2 deletions(-) create mode 100644 release/auc_splitting/ranger_0.1.8.77.tar.gz diff --git a/R_package/create_package.R b/R_package/create_package.R index 2fabedd43..26fe50daa 100644 --- a/R_package/create_package.R +++ b/R_package/create_package.R @@ -31,4 +31,4 @@ library(package.name, character.only = TRUE) test_dir("test/", reporter = "summary") ## Copy to vbox -##system(paste("cp", paste(package.name, "_", package.version, ".tar.gz", sep = ""), "~/myWork/vbox_share/")) +system(paste("cp", paste(package.name, "_", package.version, ".tar.gz", sep = ""), "~/myWork/vbox_share/")) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 7e9c2ad41..becf775e2 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,7 +1,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.1.8 +Version: 0.1.8.77 Date: 2015-04-07 Author: Marvin N. Wright Maintainer: Marvin N. 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zO|)ca9d(h&LAr{5Z9A@B-=s~shtIOY5jTUk$B=B_6)xD|WvpCkUafG$pB_#_oi2Xq zJ^Th-CfEj&>9I7wyYnZYADILhR*Df zA5SB%$6yDv7B{fshDl2IO!4qOGd)A7|55(?LiXRhc7Y|H^;mzw+O=`S1S+y%&cn H0Qdv|jdo58 literal 0 HcmV?d00001 From 8daf75c6374320c0ae005b0b46db060b094d22ad Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 7 Apr 2015 18:17:58 +0200 Subject: [PATCH 149/344] remove memory modes from R version --- CHANGELOG | 5 +++++ R_package/ranger/DESCRIPTION | 2 +- R_package/ranger/R/predict.R | 21 ++++----------------- R_package/ranger/R/print.R | 1 - R_package/ranger/R/ranger.R | 19 ++----------------- R_package/ranger/src/rangerCpp.cpp | 24 ++++-------------------- R_package/ranger_0.1.8.tar.gz | Bin 42079 -> 0 bytes R_package/test/test_ranger.R | 12 ++++++------ source/src/Forest/Forest.cpp | 12 ++++++------ source/src/Forest/Forest.h | 2 +- source/src/version.h | 2 +- test/test_r.R | 11 ----------- 12 files changed, 30 insertions(+), 81 deletions(-) delete mode 100644 R_package/ranger_0.1.8.tar.gz diff --git a/CHANGELOG b/CHANGELOG index f468c412f..eaa75cc9b 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,8 @@ +## ----------------------------------------------------------------------- ## +## Next version +## ----------------------------------------------------------------------- ## +- Remove memory mode option from R version since no performance gain + ## ----------------------------------------------------------------------- ## ## Version 0.1.8 ## ----------------------------------------------------------------------- ## diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 7e9c2ad41..d8ce9214d 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,7 +1,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.1.8 +Version: 0.1.9.95 Date: 2015-04-07 Author: Marvin N. Wright Maintainer: Marvin N. Wright diff --git a/R_package/ranger/R/predict.R b/R_package/ranger/R/predict.R index 88a633a34..d7908659d 100644 --- a/R_package/ranger/R/predict.R +++ b/R_package/ranger/R/predict.R @@ -33,7 +33,6 @@ ##' @param data New test data of class \code{data.frame} or \code{gwaa.data} (GenABEL). ##' @param seed Random seed used in Ranger. ##' @param num.threads Number of threads. Default is number of CPUs available. -##' @param memory.mode Memory mode, one of 'double', 'float', 'char'. ##' @param verbose Verbose output on or off. ##' @param ... further arguments passed to or from other methods. ##' @return Object of class \code{ranger.prediction} with elements @@ -51,7 +50,7 @@ ##' @author Marvin N. Wright ##' @export predict.ranger.forest <- function(object, data, seed = NULL, num.threads = NULL, - memory.mode = "double", verbose = TRUE, ...) { + verbose = TRUE, ...) { ## GenABEL GWA data if (class(data) == "gwaa.data") { @@ -115,17 +114,6 @@ predict.ranger.forest <- function(object, data, seed = NULL, num.threads = NULL, stop("Error: Invalid value for num.threads") } - ## Memory mode - if (is.null(memory.mode) | memory.mode == "double") { - memory.mode <- 0 - } else if (memory.mode == "float") { - memory.mode <- 1 - } else if (memory.mode == "char") { - memory.mode <- 2 - } else { - stop("Error: Unknown memory mode.") - } - ## Seed if (is.null(seed)) { seed <- 0 @@ -161,7 +149,7 @@ predict.ranger.forest <- function(object, data, seed = NULL, num.threads = NULL, use.unordered.factor.variables <- FALSE ## Call Ranger - result <- rangerCpp(treetype, dependent.variable.name, memory.mode, data.final, variable.names, mtry, + result <- rangerCpp(treetype, dependent.variable.name, data.final, variable.names, mtry, forest$num.trees, verbose, seed, num.threads, write.forest, importance, min.node.size, split.select.weights, use.split.select.weights, always.split.variables, use.always.split.variables, @@ -200,7 +188,6 @@ predict.ranger.forest <- function(object, data, seed = NULL, num.threads = NULL, ##' @param data New test data of class \code{data.frame} or \code{gwaa.data} (GenABEL). ##' @param seed Random seed used in Ranger. ##' @param num.threads Number of threads. Default is number of CPUs available. -##' @param memory.mode Memory mode, one of 'double', 'float', 'char'. ##' @param verbose Verbose output on or off. ##' @param ... further arguments passed to or from other methods. ##' @return Object of class \code{ranger.prediction} with elements @@ -218,10 +205,10 @@ predict.ranger.forest <- function(object, data, seed = NULL, num.threads = NULL, ##' @author Marvin N. Wright ##' @export predict.ranger <- function(object, data, seed = NULL, num.threads = NULL, - memory.mode = "double", verbose = TRUE, ...) { + verbose = TRUE, ...) { forest <- object$forest if (is.null(forest)) { stop("Error: No saved forest in ranger object. Please set write.forest to TRUE when calling ranger.") } - predict(forest, data, seed, num.threads, memory.mode, verbose) + predict(forest, data, seed, num.threads, verbose) } diff --git a/R_package/ranger/R/print.R b/R_package/ranger/R/print.R index 6e703ee4e..4d75dc145 100644 --- a/R_package/ranger/R/print.R +++ b/R_package/ranger/R/print.R @@ -45,7 +45,6 @@ print.ranger <- function(x, ...) { cat("Mtry: ", x$mtry, "\n") cat("Target node size: ", x$min.node.size, "\n") cat("Variable importance mode: ", x$importance.mode, "\n") - cat("Memory mode: ", x$memory.mode, "\n") if (x$treetype == "Survival") { cat("Number of unique death times: ", length(x$unique.death.times), "\n") } diff --git a/R_package/ranger/R/ranger.R b/R_package/ranger/R/ranger.R index 9613c975a..b8f52821f 100644 --- a/R_package/ranger/R/ranger.R +++ b/R_package/ranger/R/ranger.R @@ -48,7 +48,6 @@ ##' ##' For a large number of variables and data frame as input data the formula interface can be slow. ##' Alternatively dependent.variable.name (and status.variable.name for survival) can be used. -##' By setting \code{memory} to 'float' or 'char' the memory usage can be reduced with a possible loss of precision. ##' Use char only if all endpoints and covariates are integer values between -128 and 127 or factors with few levels. ##' ##' For GWAS data consider combining \code{ranger} with the \code{GenABEL} package. @@ -79,7 +78,6 @@ ##' @param num.threads Number of threads. Default is number of CPUs available. ##' @param verbose Verbose output on or off. ##' @param seed Random seed. Default is \code{NULL}, which generates the seed from \code{R}. -##' @param memory Memory mode, one of 'double', 'float', 'char'. Default 'double'. ##' @param dependent.variable.name Name of dependent variable, needed if no formula given. For survival forests this is the time variable. ##' @param status.variable.name Name of status variable, only applicable to survival data and needed if no formula given. Use 1 for event and 0 for censoring. ##' @return Object of class \code{ranger} with elements @@ -99,7 +97,6 @@ ##' \code{mtry} \tab Value of mtry used. \cr ##' \code{min.node.size} \tab Value of minimal node size used. \cr ##' \code{treetype} \tab Type of forest/tree. classification, regression or survival. \cr -##' \code{memory.mode} \tab Memory mode used. \cr ##' \code{importance.mode} \tab Importance mode used. \cr ##' \code{num.samples} \tab Number of samples. ##' } @@ -155,7 +152,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, respect.unordered.factors = FALSE, scale.permutation.importance = FALSE, num.threads = NULL, - verbose = TRUE, seed = NULL, memory = "double", + verbose = TRUE, seed = NULL, dependent.variable.name = NULL, status.variable.name = NULL) { ## GenABEL GWA data @@ -264,17 +261,6 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, stop("Error: Invalid value for mtry") } - ## Memory mode - if (is.null(memory) | memory == "double") { - memory.mode <- 0 - } else if (memory == "float") { - memory.mode <- 1 - } else if (memory == "char") { - memory.mode <- 2 - } else { - stop("Error: Unknown memory mode.") - } - ## Seed if (is.null(seed)) { seed <- runif(1 , 0, .Machine$integer.max) @@ -366,7 +352,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, loaded.forest <- list() ## Call Ranger - result <- rangerCpp(treetype, dependent.variable.name, memory.mode, data.final, variable.names, mtry, + result <- rangerCpp(treetype, dependent.variable.name, data.final, variable.names, mtry, num.trees, verbose, seed, num.threads, write.forest, importance.mode, min.node.size, split.select.weights, use.split.select.weights, always.split.variables, use.always.split.variables, @@ -410,7 +396,6 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, result$r.squared <- 1 - result$prediction.error / var(response) } result$call <- sys.call() - result$memory.mode <- memory result$importance.mode <- importance result$num.samples <- nrow(data.final) diff --git a/R_package/ranger/src/rangerCpp.cpp b/R_package/ranger/src/rangerCpp.cpp index 833628617..da8c012b7 100644 --- a/R_package/ranger/src/rangerCpp.cpp +++ b/R_package/ranger/src/rangerCpp.cpp @@ -42,7 +42,7 @@ #include "DataFloat.h" // [[Rcpp::export]] -Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, uint memory_mode_r, +Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, Rcpp::NumericMatrix input_data, std::vector variable_names, uint mtry, uint num_trees, bool verbose, uint seed, uint num_threads, bool write_forest, uint importance_mode_r, uint min_node_size, std::vector& split_select_weights, bool use_split_select_weights, @@ -77,24 +77,8 @@ Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, uint me size_t num_rows = input_data.nrow(); size_t num_cols = input_data.ncol(); - // Initialize data with memmode - MemoryMode memory_mode = (MemoryMode) memory_mode_r; - switch (memory_mode) { - case MEM_DOUBLE: - data = new DataDouble(input_data.begin(), variable_names, num_rows, num_cols); - break; - case MEM_FLOAT: - data = new DataFloat(input_data.begin(), variable_names, num_rows, num_cols); - break; - case MEM_CHAR: - bool error; - data = new DataChar(input_data.begin(), variable_names, num_rows, num_cols, error); - if (error) { - *verbose_out << "Warning: Rounding or Integer overflow occurred. Use FLOAT or DOUBLE precision to avoid this." - << std::endl; - } - break; - } + // Initialize data with double memmode + data = new DataDouble(input_data.begin(), variable_names, num_rows, num_cols); // If there is sparse data, add it if (sparse_data.nrow() > 1) { @@ -123,7 +107,7 @@ Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, uint me ImportanceMode importance_mode = (ImportanceMode) importance_mode_r; // Init Ranger - forest->initR(dependent_variable_name, memory_mode, data, mtry, num_trees, verbose_out, seed, num_threads, + forest->initR(dependent_variable_name, data, mtry, num_trees, verbose_out, seed, num_threads, importance_mode, min_node_size, split_select_weights, always_split_variable_names, status_variable_name, prediction_mode, sample_with_replacement, unordered_variable_names); diff --git a/R_package/ranger_0.1.8.tar.gz b/R_package/ranger_0.1.8.tar.gz deleted file mode 100644 index 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zTWVzK=%>}=Xozc--T!PT)deE`R^v2VyxwQ6yA$!JXU$v|bcup*f5oBA%3Y(~yrY6y zlCO;4bw}op$ckeRH*%*#W0qx8cru4Eg0mWv!NE7_B%gJtgN|KEYtVO>Mj6!yp5Bq52V>q=@e%?c@xF>P95^8FRYI?e~w%j!x<9Ge?ym1)EB54~Md zcjYwunAP}_#3l1uIK60M9hW}pqMyZHUbz`L6!TDes2>f)$)Uk#=wa*0h0`3`@zC4= z?TijsrM`1M+D`B2d#L#t{<~r9cW7(wfIM)<_NAe~uVQRZ& split_select_weights, - std::vector& always_split_variable_names, std::string status_variable_name, bool prediction_mode, - bool sample_with_replacement, std::vector& unordered_variable_names) { +void Forest::initR(std::string dependent_variable_name, Data* input_data, uint mtry, uint num_trees, + std::ostream* verbose_out, uint seed, uint num_threads, ImportanceMode importance_mode, uint min_node_size, + std::vector& split_select_weights, std::vector& always_split_variable_names, + std::string status_variable_name, bool prediction_mode, bool sample_with_replacement, + std::vector& unordered_variable_names) { this->verbose_out = verbose_out; // Call other init function - init(dependent_variable_name, memory_mode, input_data, mtry, "", num_trees, seed, num_threads, importance_mode, + init(dependent_variable_name, MEM_DOUBLE, input_data, mtry, "", num_trees, seed, num_threads, importance_mode, min_node_size, status_variable_name, prediction_mode, sample_with_replacement, unordered_variable_names); // Set variables to be always considered for splitting diff --git a/source/src/Forest/Forest.h b/source/src/Forest/Forest.h index 5759e5453..113db54d2 100644 --- a/source/src/Forest/Forest.h +++ b/source/src/Forest/Forest.h @@ -54,7 +54,7 @@ class Forest { std::string split_select_weights_file, std::vector& always_split_variable_names, std::string status_variable_name, bool sample_with_replacement, std::vector& unordered_variable_names); - void initR(std::string dependent_variable_name, MemoryMode memory_mode, Data* input_data, uint mtry, uint num_trees, + void initR(std::string dependent_variable_name, Data* input_data, uint mtry, uint num_trees, std::ostream* verbose_out, uint seed, uint num_threads, ImportanceMode importance_mode, uint min_node_size, std::vector& split_select_weights, std::vector& always_split_variable_names, std::string status_variable_name, bool prediction_mode, bool sample_with_replacement, diff --git a/source/src/version.h b/source/src/version.h index 8290925d0..c0abc7003 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.1.8" +#define RANGER_VERSION "0.1.9.95" #endif diff --git a/test/test_r.R b/test/test_r.R index a4deb4772..4452595d4 100644 --- a/test/test_r.R +++ b/test/test_r.R @@ -61,17 +61,6 @@ pred <- predict(temp, data = chr21[1:10,]) ##phdata(chr1)$hyper <- factor(phdata(chr1)$hyper) ##ranger("hyper ~ .", data = chr1) -## Test memory modes -temp <- ranger("Species ~ .", data = iris, verbose = FALSE, write.forest = TRUE, memory = "double") -temp$prediction.error -pred.double <- predict(temp$forest, data = iris) -temp <- ranger("Species ~ .", data = iris, verbose = FALSE, write.forest = TRUE, memory = "float") -temp$prediction.error -pred.float <- predict(temp$forest, data = iris) -temp <- ranger("Species ~ .", data = iris, verbose = FALSE, write.forest = TRUE, memory = "char") -temp$prediction.error -pred.char <- predict(temp$forest, data = iris) - ## Test non-formula interface ranger(Species ~., data = iris) ranger(data = iris, dependent.variable.name = "Species") From 25cf2c6e2761d147dbf25fd9625629ddf4a6d2f4 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 7 Apr 2015 20:26:53 +0200 Subject: [PATCH 150/344] add save memory option --- R_package/ranger/DESCRIPTION | 2 +- R_package/ranger/R/predict.R | 3 ++- R_package/ranger/R/ranger.R | 8 +++++--- R_package/ranger/src/rangerCpp.cpp | 4 ++-- source/src/Forest/Forest.cpp | 19 ++++++++++++------- source/src/Forest/Forest.h | 7 ++++--- source/src/main.cpp | 2 +- source/src/utility/ArgumentHandler.cpp | 10 ++++++++-- source/src/utility/ArgumentHandler.h | 1 + source/src/version.h | 2 +- 10 files changed, 37 insertions(+), 21 deletions(-) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index d8ce9214d..1fedad6b4 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,7 +1,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.1.9.95 +Version: 0.1.9.96 Date: 2015-04-07 Author: Marvin N. Wright Maintainer: Marvin N. Wright diff --git a/R_package/ranger/R/predict.R b/R_package/ranger/R/predict.R index d7908659d..e4cbdc976 100644 --- a/R_package/ranger/R/predict.R +++ b/R_package/ranger/R/predict.R @@ -147,6 +147,7 @@ predict.ranger.forest <- function(object, data, seed = NULL, num.threads = NULL, probability <- FALSE unordered.factor.variables <- c("0", "0") use.unordered.factor.variables <- FALSE + save.memory <- FALSE ## Call Ranger result <- rangerCpp(treetype, dependent.variable.name, data.final, variable.names, mtry, @@ -154,7 +155,7 @@ predict.ranger.forest <- function(object, data, seed = NULL, num.threads = NULL, min.node.size, split.select.weights, use.split.select.weights, always.split.variables, use.always.split.variables, status.variable.name, prediction.mode, forest, sparse.data, replace, probability, - unordered.factor.variables, use.unordered.factor.variables) + unordered.factor.variables, use.unordered.factor.variables, save.memory) if (length(result) == 0) { stop("Internal error.") diff --git a/R_package/ranger/R/ranger.R b/R_package/ranger/R/ranger.R index b8f52821f..d993d12ed 100644 --- a/R_package/ranger/R/ranger.R +++ b/R_package/ranger/R/ranger.R @@ -48,7 +48,7 @@ ##' ##' For a large number of variables and data frame as input data the formula interface can be slow. ##' Alternatively dependent.variable.name (and status.variable.name for survival) can be used. -##' Use char only if all endpoints and covariates are integer values between -128 and 127 or factors with few levels. +##' Consider setting \code{save.memory = TRUE} if you encounter memory problems. ##' ##' For GWAS data consider combining \code{ranger} with the \code{GenABEL} package. ##' See the Examples section below for a demonstration using \code{Plink} data. @@ -76,6 +76,7 @@ ##' @param respect.unordered.factors Regard unordered factor covariates as unordered categorical variables. If \code{FALSE}, all factors are regarded ordered. ##' @param scale.permutation.importance Scale permutation importance by standard error as in (Breiman 2001). Only applicable if permutation variable importance mode selected. ##' @param num.threads Number of threads. Default is number of CPUs available. +##' @param save.memory Use memory saving (but slower) splitting mode. ##' @param verbose Verbose output on or off. ##' @param seed Random seed. Default is \code{NULL}, which generates the seed from \code{R}. ##' @param dependent.variable.name Name of dependent variable, needed if no formula given. For survival forests this is the time variable. @@ -151,7 +152,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, split.select.weights = NULL, always.split.variables = NULL, respect.unordered.factors = FALSE, scale.permutation.importance = FALSE, - num.threads = NULL, + num.threads = NULL, save.memory = FALSE, verbose = TRUE, seed = NULL, dependent.variable.name = NULL, status.variable.name = NULL) { @@ -357,7 +358,8 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, min.node.size, split.select.weights, use.split.select.weights, always.split.variables, use.always.split.variables, status.variable.name, prediction.mode, loaded.forest, sparse.data, - replace, probability, unordered.factor.variables, use.unordered.factor.variables) + replace, probability, unordered.factor.variables, use.unordered.factor.variables, + save.memory) if (length(result) == 0) { stop("Internal error.") diff --git a/R_package/ranger/src/rangerCpp.cpp b/R_package/ranger/src/rangerCpp.cpp index da8c012b7..8a9a9ee4e 100644 --- a/R_package/ranger/src/rangerCpp.cpp +++ b/R_package/ranger/src/rangerCpp.cpp @@ -49,7 +49,7 @@ Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, std::vector& always_split_variable_names, bool use_always_split_variable_names, std::string status_variable_name, bool prediction_mode, Rcpp::List loaded_forest, Rcpp::RawMatrix sparse_data, bool sample_with_replacement, bool probability, std::vector& unordered_variable_names, - bool use_unordered_variable_names) { + bool use_unordered_variable_names, bool save_memory) { Rcpp::List result; Forest* forest = 0; @@ -109,7 +109,7 @@ Rcpp::List rangerCpp(uint treetype, std::string dependent_variable_name, // Init Ranger forest->initR(dependent_variable_name, data, mtry, num_trees, verbose_out, seed, num_threads, importance_mode, min_node_size, split_select_weights, always_split_variable_names, status_variable_name, - prediction_mode, sample_with_replacement, unordered_variable_names); + prediction_mode, sample_with_replacement, unordered_variable_names, save_memory); // Load forest object if in prediction mode if (prediction_mode) { diff --git a/source/src/Forest/Forest.cpp b/source/src/Forest/Forest.cpp index af5bae1f6..d33274dd3 100644 --- a/source/src/Forest/Forest.cpp +++ b/source/src/Forest/Forest.cpp @@ -46,7 +46,7 @@ Forest::Forest() : verbose_out(0), num_trees(DEFAULT_NUM_TREE), mtry(0), min_node_size(0), num_variables(0), num_independent_variables( 0), seed(0), dependent_varID(0), num_samples(0), prediction_mode(false), memory_mode(MEM_DOUBLE), sample_with_replacement( - true), num_threads(DEFAULT_NUM_THREADS), data(0), overall_prediction_error(0), importance_mode( + true), memory_saving_splitting(false), num_threads(DEFAULT_NUM_THREADS), data(0), overall_prediction_error(0), importance_mode( DEFAULT_IMPORTANCE_MODE), progress(0) { } @@ -60,8 +60,8 @@ void Forest::initCpp(std::string dependent_variable_name, MemoryMode memory_mode std::string output_prefix, uint num_trees, std::ostream* verbose_out, uint seed, uint num_threads, std::string load_forest_filename, ImportanceMode importance_mode, uint min_node_size, std::string split_select_weights_file, std::vector& always_split_variable_names, - std::string status_variable_name, bool sample_with_replacement, - std::vector& unordered_variable_names) { + std::string status_variable_name, bool sample_with_replacement, std::vector& unordered_variable_names, + bool memory_saving_splitting) { this->verbose_out = verbose_out; @@ -94,7 +94,8 @@ void Forest::initCpp(std::string dependent_variable_name, MemoryMode memory_mode // Call other init function init(dependent_variable_name, memory_mode, data, mtry, output_prefix, num_trees, seed, num_threads, importance_mode, - min_node_size, status_variable_name, prediction_mode, sample_with_replacement, unordered_variable_names); + min_node_size, status_variable_name, prediction_mode, sample_with_replacement, unordered_variable_names, + memory_saving_splitting); if (prediction_mode) { loadFromFile(load_forest_filename); @@ -127,13 +128,14 @@ void Forest::initR(std::string dependent_variable_name, Data* input_data, uint m std::ostream* verbose_out, uint seed, uint num_threads, ImportanceMode importance_mode, uint min_node_size, std::vector& split_select_weights, std::vector& always_split_variable_names, std::string status_variable_name, bool prediction_mode, bool sample_with_replacement, - std::vector& unordered_variable_names) { + std::vector& unordered_variable_names, bool memory_saving_splitting) { this->verbose_out = verbose_out; // Call other init function init(dependent_variable_name, MEM_DOUBLE, input_data, mtry, "", num_trees, seed, num_threads, importance_mode, - min_node_size, status_variable_name, prediction_mode, sample_with_replacement, unordered_variable_names); + min_node_size, status_variable_name, prediction_mode, sample_with_replacement, unordered_variable_names, + memory_saving_splitting); // Set variables to be always considered for splitting if (!always_split_variable_names.empty()) { @@ -149,7 +151,7 @@ void Forest::initR(std::string dependent_variable_name, Data* input_data, uint m void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, Data* input_data, uint mtry, std::string output_prefix, uint num_trees, uint seed, uint num_threads, ImportanceMode importance_mode, uint min_node_size, std::string status_variable_name, bool prediction_mode, bool sample_with_replacement, - std::vector& unordered_variable_names) { + std::vector& unordered_variable_names, bool memory_saving_splitting) { // Initialize data with memmode this->data = input_data; @@ -215,6 +217,9 @@ void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, D if (this->mtry > num_variables - 1) { throw std::runtime_error("mtry can not be larger than number of variables in data."); } + + // TODO: Call function from data? + this->memory_saving_splitting = memory_saving_splitting; } void Forest::run(bool verbose) { diff --git a/source/src/Forest/Forest.h b/source/src/Forest/Forest.h index 113db54d2..18f6d2688 100644 --- a/source/src/Forest/Forest.h +++ b/source/src/Forest/Forest.h @@ -53,16 +53,16 @@ class Forest { std::string load_forest_filename, ImportanceMode importance_mode, uint min_node_size, std::string split_select_weights_file, std::vector& always_split_variable_names, std::string status_variable_name, bool sample_with_replacement, - std::vector& unordered_variable_names); + std::vector& unordered_variable_names, bool memory_saving_splitting); void initR(std::string dependent_variable_name, Data* input_data, uint mtry, uint num_trees, std::ostream* verbose_out, uint seed, uint num_threads, ImportanceMode importance_mode, uint min_node_size, std::vector& split_select_weights, std::vector& always_split_variable_names, std::string status_variable_name, bool prediction_mode, bool sample_with_replacement, - std::vector& unordered_variable_names); + std::vector& unordered_variable_names, bool memory_saving_splitting); void init(std::string dependent_variable_name, MemoryMode memory_mode, Data* input_data, uint mtry, std::string output_prefix, uint num_trees, uint seed, uint num_threads, ImportanceMode importance_mode, uint min_node_size, std::string status_variable_name, bool prediction_mode, bool sample_with_replacement, - std::vector& unordered_variable_names); + std::vector& unordered_variable_names, bool memory_saving_splitting); virtual void initInternal(std::string status_variable_name) = 0; // Grow or predict @@ -180,6 +180,7 @@ class Forest { bool prediction_mode; MemoryMode memory_mode; bool sample_with_replacement; + bool memory_saving_splitting; // For each varID true if ordered std::vector is_ordered_variable; diff --git a/source/src/main.cpp b/source/src/main.cpp index d8344dac6..fae8450c4 100644 --- a/source/src/main.cpp +++ b/source/src/main.cpp @@ -88,7 +88,7 @@ int main(int argc, char **argv) { forest->initCpp(arg_handler.depvarname, arg_handler.memmode, arg_handler.file, arg_handler.mtry, arg_handler.outprefix, arg_handler.ntree, verbose_out, arg_handler.seed, arg_handler.nthreads, arg_handler.predict, arg_handler.impmeasure, arg_handler.targetpartitionsize, arg_handler.splitweights, - arg_handler.alwayssplitvars, arg_handler.statusvarname, arg_handler.replace, arg_handler.catvars); + arg_handler.alwayssplitvars, arg_handler.statusvarname, arg_handler.replace, arg_handler.catvars, arg_handler.savemem); forest->run(true); if (arg_handler.write) { forest->saveToFile(); diff --git a/source/src/utility/ArgumentHandler.cpp b/source/src/utility/ArgumentHandler.cpp index f5ae94169..11a1efd79 100644 --- a/source/src/utility/ArgumentHandler.cpp +++ b/source/src/utility/ArgumentHandler.cpp @@ -35,7 +35,7 @@ wright@imbs.uni-luebeck.de #include "utility.h" ArgumentHandler::ArgumentHandler(int argc, char **argv) : - depvarname(""), memmode(MEM_DOUBLE), predict(""), splitweights(""), nthreads(DEFAULT_NUM_THREADS), file(""), impmeasure( + depvarname(""), memmode(MEM_DOUBLE), savemem(false), predict(""), splitweights(""), nthreads(DEFAULT_NUM_THREADS), file(""), impmeasure( DEFAULT_IMPORTANCE_MODE), targetpartitionsize(0), mtry(0), outprefix("ranger_out"), probability(false), statusvarname( ""), ntree(DEFAULT_NUM_TREE), replace(true), verbose(false), write(false), treetype(TREE_CLASSIFICATION), seed( 0) { @@ -49,7 +49,7 @@ ArgumentHandler::~ArgumentHandler() { int ArgumentHandler::processArguments() { // short options - char const *short_options = "A:D:M:P:S:U:Zc:f:hil::m:o:ps:t:uvwy:z:"; + char const *short_options = "A:D:M:NP:S:U:Zc:f:hil::m:o:ps:t:uvwy:z:"; // long options: longname, no/optional/required argument?, flag(not used!), shortname const struct option long_options[] = { @@ -57,6 +57,7 @@ int ArgumentHandler::processArguments() { { "alwayssplitvars", required_argument, 0, 'A'}, { "depvarname", required_argument, 0, 'D'}, { "memmode", required_argument, 0, 'M'}, + { "savemem", no_argument, 0, 'N'}, { "predict", required_argument, 0, 'P'}, { "splitweights", required_argument, 0, 'S'}, { "nthreads", required_argument, 0, 'U'}, @@ -113,6 +114,10 @@ int ArgumentHandler::processArguments() { } break; + case 'N': + savemem = true; + break; + case 'P': predict = optarg; break; @@ -388,6 +393,7 @@ void ArgumentHandler::displayHelp() { std::cout << " " << " MODE = 1: float." << std::endl; std::cout << " " << " MODE = 2: char." << std::endl; std::cout << " " << " (Default: 0)" << std::endl; + std::cout << " " << "--savemem Use memory saving (but slower) splitting mode." << std::endl; std::cout << std::endl; std::cout << "See README file for details and examples." << std::endl; diff --git a/source/src/utility/ArgumentHandler.h b/source/src/utility/ArgumentHandler.h index fdad084f0..4fcc1d3bc 100644 --- a/source/src/utility/ArgumentHandler.h +++ b/source/src/utility/ArgumentHandler.h @@ -63,6 +63,7 @@ class ArgumentHandler { std::vector alwayssplitvars; std::string depvarname; MemoryMode memmode; + bool savemem; std::string predict; std::string splitweights; uint nthreads; diff --git a/source/src/version.h b/source/src/version.h index c0abc7003..87fed5afd 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.1.9.95" +#define RANGER_VERSION "0.1.9.96" #endif From 604d996f807b531217574b27b6ae8c0b27043e01 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 7 Apr 2015 20:43:57 +0200 Subject: [PATCH 151/344] add sort function to data --- source/src/Forest/Forest.cpp | 3 +++ source/src/utility/Data.cpp | 33 ++++++++++++++++++++++-- source/src/utility/Data.h | 50 +++++++++++++++++++++--------------- 3 files changed, 63 insertions(+), 23 deletions(-) diff --git a/source/src/Forest/Forest.cpp b/source/src/Forest/Forest.cpp index d33274dd3..c72395b61 100644 --- a/source/src/Forest/Forest.cpp +++ b/source/src/Forest/Forest.cpp @@ -220,6 +220,9 @@ void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, D // TODO: Call function from data? this->memory_saving_splitting = memory_saving_splitting; + if (!memory_saving_splitting) { + data->sort(); + } } void Forest::run(bool verbose) { diff --git a/source/src/utility/Data.cpp b/source/src/utility/Data.cpp index 181536f1f..0481f25d0 100644 --- a/source/src/utility/Data.cpp +++ b/source/src/utility/Data.cpp @@ -36,10 +36,14 @@ #include "utility.h" Data::Data() : - num_rows(0), num_rows_rounded(0), num_cols(0), sparse_data(0), num_cols_no_sparse(0), externalData(true) { + num_rows(0), num_rows_rounded(0), num_cols(0), sparse_data(0), num_cols_no_sparse(0), externalData(true), index_data( + 0) { } Data::~Data() { + if (index_data != 0) { + delete[] index_data; + } } size_t Data::getVariableID(std::string variable_name) { @@ -172,7 +176,7 @@ void Data::getAllValues(std::vector& all_values, std::vector& sa for (size_t i = 0; i < sampleIDs.size(); ++i) { all_values.push_back(get(sampleIDs[i], varID)); } - sort(all_values.begin(), all_values.end()); + std::sort(all_values.begin(), all_values.end()); all_values.erase(unique(all_values.begin(), all_values.end()), all_values.end()); } else { // If GWA data just use 0, 1, 2 @@ -180,3 +184,28 @@ void Data::getAllValues(std::vector& all_values, std::vector& sa } } + +void Data::sort() { + + // Reserve memory + index_data = new size_t[num_cols * num_rows]; + + // For all columns, get unique values and save index for each observation + for (size_t col = 0; col < num_cols; ++col) { + + // TODO: More efficient way? Without sort and find! + std::vector unique_values(num_rows); + for (size_t row = 0; row < num_rows; ++row) { + unique_values[row] = get(row, col); + } + // std::copy(data + col * num_rows, data + (col + 1) * num_rows, unique_values); + std::sort(unique_values.begin(), unique_values.end()); + unique_values.erase(unique(unique_values.begin(), unique_values.end()), unique_values.end()); + for (size_t row = 0; row < num_rows; ++row) { + size_t idx = std::find(unique_values.begin(), unique_values.end(), get(row, col)) - unique_values.begin(); + index_data[col * num_rows + row] = idx; + } + + unique_data_values.push_back(unique_values); + } +} diff --git a/source/src/utility/Data.h b/source/src/utility/Data.h index 9c4ce5134..f637dd7d2 100644 --- a/source/src/utility/Data.h +++ b/source/src/utility/Data.h @@ -1,30 +1,30 @@ /*------------------------------------------------------------------------------- -This file is part of Ranger. - -Ranger is free software: you can redistribute it and/or modify -it under the terms of the GNU General Public License as published by -the Free Software Foundation, either version 3 of the License, or -(at your option) any later version. + This file is part of Ranger. -Ranger is distributed in the hope that it will be useful, -but WITHOUT ANY WARRANTY; without even the implied warranty of -MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -GNU General Public License for more details. + Ranger is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License as published by + the Free Software Foundation, either version 3 of the License, or + (at your option) any later version. -You should have received a copy of the GNU General Public License -along with Ranger. If not, see . + Ranger is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + GNU General Public License for more details. -Written by: + You should have received a copy of the GNU General Public License + along with Ranger. If not, see . -Marvin N. Wright -Institut für Medizinische Biometrie und Statistik -Universität zu Lübeck -Ratzeburger Allee 160 -23562 Lübeck + Written by: -http://www.imbs-luebeck.de -wright@imbs.uni-luebeck.de -#-------------------------------------------------------------------------------*/ + Marvin N. Wright + Institut für Medizinische Biometrie und Statistik + Universität zu Lübeck + Ratzeburger Allee 160 + 23562 Lübeck + + http://www.imbs-luebeck.de + wright@imbs.uni-luebeck.de + #-------------------------------------------------------------------------------*/ #ifndef DATA_H_ #define DATA_H_ @@ -54,6 +54,8 @@ class Data { void getAllValues(std::vector& all_values, std::vector& sampleIDs, size_t varID); + void sort(); + const std::vector& getVariableNames() const { return variable_names; } @@ -75,6 +77,12 @@ class Data { bool externalData; + // TODO: Need normal data still? + // TODO: Dont need all three! + size_t* index_data; + // TODO: Really need this? Just use index everywhere! + std::vector> unique_data_values; + private: DISALLOW_COPY_AND_ASSIGN(Data); }; From a2d4fb8cdb8461a5f9a80fb901831898a6f8956b Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 7 Apr 2015 22:16:57 +0200 Subject: [PATCH 152/344] add optimal method for classification --- source/src/Forest/Forest.cpp | 2 +- source/src/Tree/Tree.cpp | 14 +-- source/src/Tree/Tree.h | 4 +- source/src/Tree/TreeClassification.cpp | 124 ++++++++++++++++++++----- source/src/Tree/TreeClassification.h | 10 +- source/src/globals.h | 3 + source/src/utility/Data.cpp | 4 +- source/src/utility/Data.h | 30 ++++++ 8 files changed, 153 insertions(+), 38 deletions(-) diff --git a/source/src/Forest/Forest.cpp b/source/src/Forest/Forest.cpp index c72395b61..e6facf6ab 100644 --- a/source/src/Forest/Forest.cpp +++ b/source/src/Forest/Forest.cpp @@ -371,7 +371,7 @@ void Forest::grow() { } trees[i]->init(data, mtry, dependent_varID, num_samples, tree_seed, &deterministic_varIDs, &split_select_varIDs, &split_select_weights, importance_mode, min_node_size, &no_split_variables, sample_with_replacement, - &is_ordered_variable); + &is_ordered_variable, memory_saving_splitting); } // Grow trees in multiple threads diff --git a/source/src/Tree/Tree.cpp b/source/src/Tree/Tree.cpp index 22b9828e2..68e776203 100644 --- a/source/src/Tree/Tree.cpp +++ b/source/src/Tree/Tree.cpp @@ -34,15 +34,15 @@ Tree::Tree() : dependent_varID(0), mtry(0), num_samples(0), num_samples_oob(0), is_ordered_variable(0), no_split_variables(0), min_node_size( 0), deterministic_varIDs(0), split_select_varIDs(0), split_select_weights(0), oob_sampleIDs(0), data(0), importance_mode( - DEFAULT_IMPORTANCE_MODE), sample_with_replacement(true) { + DEFAULT_IMPORTANCE_MODE), sample_with_replacement(true), memory_saving_splitting(false) { } Tree::Tree(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values, std::vector* is_ordered_variable) : - dependent_varID(0), mtry(0), num_samples(0), num_samples_oob(0), is_ordered_variable(is_ordered_variable), no_split_variables(0), min_node_size( - 0), deterministic_varIDs(0), split_select_varIDs(0), split_select_weights(0), split_varIDs(split_varIDs), split_values( - split_values), child_nodeIDs(child_nodeIDs), oob_sampleIDs(0), data(0), importance_mode( - DEFAULT_IMPORTANCE_MODE), sample_with_replacement(true) { + dependent_varID(0), mtry(0), num_samples(0), num_samples_oob(0), is_ordered_variable(is_ordered_variable), no_split_variables( + 0), min_node_size(0), deterministic_varIDs(0), split_select_varIDs(0), split_select_weights(0), split_varIDs( + split_varIDs), split_values(split_values), child_nodeIDs(child_nodeIDs), oob_sampleIDs(0), data(0), importance_mode( + DEFAULT_IMPORTANCE_MODE), sample_with_replacement(true), memory_saving_splitting(false) { } Tree::~Tree() { @@ -51,12 +51,14 @@ Tree::~Tree() { void Tree::init(Data* data, uint mtry, size_t dependent_varID, size_t num_samples, uint seed, std::vector* deterministic_varIDs, std::vector* split_select_varIDs, std::vector* split_select_weights, ImportanceMode importance_mode, uint min_node_size, - std::vector* no_split_variables, bool sample_with_replacement, std::vector* is_unordered) { + std::vector* no_split_variables, bool sample_with_replacement, std::vector* is_unordered, + bool memory_saving_splitting) { this->data = data; this->mtry = mtry; this->dependent_varID = dependent_varID; this->num_samples = num_samples; + this->memory_saving_splitting = memory_saving_splitting; // Create root node, assign bootstrap sample and oob samples createEmptyNode(); diff --git a/source/src/Tree/Tree.h b/source/src/Tree/Tree.h index 86db61459..d31a80090 100644 --- a/source/src/Tree/Tree.h +++ b/source/src/Tree/Tree.h @@ -49,7 +49,8 @@ class Tree { void init(Data* data, uint mtry, size_t dependent_varID, size_t num_samples, uint seed, std::vector* deterministic_varIDs, std::vector* split_select_varIDs, std::vector* split_select_weights, ImportanceMode importance_mode, uint min_node_size, - std::vector* no_split_variables, bool sample_with_replacement, std::vector* is_unordered); + std::vector* no_split_variables, bool sample_with_replacement, std::vector* is_unordered, + bool memory_saving_splitting); virtual void initInternal() = 0; void grow(); @@ -155,6 +156,7 @@ class Tree { std::vector prediction_terminal_nodeIDs; bool sample_with_replacement; + bool memory_saving_splitting; private: DISALLOW_COPY_AND_ASSIGN(Tree); diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 3ac5c97e5..e8d32be51 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -142,28 +142,27 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi // For all possible split variables for (auto& varID : possible_split_varIDs) { - - // Create possible split values - std::vector all_values; - data->getAllValues(all_values, sampleIDs[nodeID], varID); - - //Try next variable if all equal for this - if (all_values.size() < 2) { - continue; - } - // Find best split value, if ordered consider all values as split values, else all 2-partitions if ((*is_ordered_variable)[varID]) { - // Remove largest value because no split possible - all_values.pop_back(); - - // Find best split value - findBestSplitValue(nodeID, varID, all_values, num_classes, class_counts, num_samples_node, best_value, best_varID, - best_decrease); + // Use memory saving method if option set + if (memory_saving_splitting) { + findBestSplitValueSmallQ(nodeID, varID, num_classes, class_counts, num_samples_node, best_value, best_varID, + best_decrease); + } else { + // Use faster method for both cases + double q = (double) num_samples_node / (double) data->getNumUniqueDataValues(varID); + if (q < Q_THRESHOLD) { + findBestSplitValueSmallQ(nodeID, varID, num_classes, class_counts, num_samples_node, best_value, best_varID, + best_decrease); + } else { + findBestSplitValueLargeQ(nodeID, varID, num_classes, class_counts, num_samples_node, best_value, best_varID, + best_decrease); + } + } } else { - findBestSplitValueUnordered(nodeID, varID, all_values, num_classes, class_counts, num_samples_node, best_value, - best_varID, best_decrease); + findBestSplitValueUnordered(nodeID, varID, num_classes, class_counts, num_samples_node, best_value, best_varID, + best_decrease); } } @@ -185,9 +184,20 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi return false; } -void TreeClassification::findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, - size_t num_classes, size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, - double& best_decrease) { +void TreeClassification::findBestSplitValueSmallQ(size_t nodeID, size_t varID, size_t num_classes, size_t* class_counts, + size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { + + // Create possible split values + std::vector possible_split_values; + data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); + + //Try next variable if all equal for this + if (possible_split_values.size() < 2) { + return; + } + + // Remove largest value because no split possible + possible_split_values.pop_back(); size_t num_splits = possible_split_values.size(); @@ -246,9 +256,75 @@ void TreeClassification::findBestSplitValue(size_t nodeID, size_t varID, std::ve delete[] n_right; } -void TreeClassification::findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, - size_t num_classes, size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, - double& best_decrease) { +void TreeClassification::findBestSplitValueLargeQ(size_t nodeID, size_t varID, size_t num_classes, size_t* class_counts, + size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { + + // TODO: Stop if only one unique value? + size_t num_unique = data->getNumUniqueDataValues(varID); + std::vector count(num_unique); + std::vector class_counts_per_value(num_classes * num_unique); + + for (auto& sampleID : sampleIDs[nodeID]) { + size_t index = data->getIndex(sampleID, varID); + size_t classID = (*response_classIDs)[sampleID]; + + ++count[index]; + ++class_counts_per_value[index * num_classes + classID]; + } + + size_t n_left = 0; + std::vector class_counts_left(num_classes); + +// Compute decrease of impurity for each split + for (size_t i = 0; i < num_unique; ++i) { + + // Stop if nothing here + if (count[i] == 0) { + continue; + } + + n_left += count[i]; + + // Stop if right child empty + size_t n_right = num_samples_node - n_left; + if (n_right == 0) { + break; + } + + // Sum of squares + double sum_left = 0; + double sum_right = 0; + for (size_t j = 0; j < num_classes; ++j) { + class_counts_left[j] += class_counts_per_value[i * num_classes + j]; + size_t class_count_right = class_counts[j] - class_counts_left[j]; + + sum_left += class_counts_left[j] * class_counts_left[j]; + sum_right += class_count_right * class_count_right; + } + + // Decrease of impurity + double decrease = sum_right / (double) n_right + sum_left / (double) n_left; + + // If better than before, use this + if (decrease > best_decrease) { + best_value = data->getUniqueDataValue(varID, i); + best_varID = varID; + best_decrease = decrease; + } + } +} + +void TreeClassification::findBestSplitValueUnordered(size_t nodeID, size_t varID, size_t num_classes, + size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { + + // Create possible split values + std::vector factor_levels; + data->getAllValues(factor_levels, sampleIDs[nodeID], varID); + + //Try next variable if all equal for this + if (factor_levels.size() < 2) { + return; + } // Number of possible splits is 2^num_levels size_t num_splits = (1 << factor_levels.size()); diff --git a/source/src/Tree/TreeClassification.h b/source/src/Tree/TreeClassification.h index d1e96c987..a844d91fa 100644 --- a/source/src/Tree/TreeClassification.h +++ b/source/src/Tree/TreeClassification.h @@ -62,10 +62,12 @@ class TreeClassification: public Tree { // Called by splitNodeInternal(). Sets split_varIDs and split_values. bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); - void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, size_t num_classes, - size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); - void findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, size_t num_classes, - size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); + void findBestSplitValueSmallQ(size_t nodeID, size_t varID, size_t num_classes, size_t* class_counts, + size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); + void findBestSplitValueLargeQ(size_t nodeID, size_t varID, size_t num_classes, size_t* class_counts, + size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); + void findBestSplitValueUnordered(size_t nodeID, size_t varID, size_t num_classes, size_t* class_counts, + size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); void addGiniImportance(size_t nodeID, size_t varID, double decrease); diff --git a/source/src/globals.h b/source/src/globals.h index bf5d2ab4c..7204db33c 100644 --- a/source/src/globals.h +++ b/source/src/globals.h @@ -78,4 +78,7 @@ const uint DEFAULT_MIN_NODE_SIZE_PROBABILITY = 10; // Interval to print progress in seconds const double STATUS_INTERVAL = 30.0; +// Threshold for q value split method switch +const double Q_THRESHOLD = 0.5; + #endif /* GLOBALS_H_ */ diff --git a/source/src/utility/Data.cpp b/source/src/utility/Data.cpp index 0481f25d0..dc400a60d 100644 --- a/source/src/utility/Data.cpp +++ b/source/src/utility/Data.cpp @@ -188,10 +188,10 @@ void Data::getAllValues(std::vector& all_values, std::vector& sa void Data::sort() { // Reserve memory - index_data = new size_t[num_cols * num_rows]; + index_data = new size_t[num_cols_no_sparse * num_rows]; // For all columns, get unique values and save index for each observation - for (size_t col = 0; col < num_cols; ++col) { + for (size_t col = 0; col < num_cols_no_sparse; ++col) { // TODO: More efficient way? Without sort and find! std::vector unique_values(num_rows); diff --git a/source/src/utility/Data.h b/source/src/utility/Data.h index f637dd7d2..c75f0439a 100644 --- a/source/src/utility/Data.h +++ b/source/src/utility/Data.h @@ -54,6 +54,36 @@ class Data { void getAllValues(std::vector& all_values, std::vector& sampleIDs, size_t varID); + double getIndex(size_t row, size_t col) const { + if (col < num_cols_no_sparse) { + return index_data[col * num_rows + row]; + } else { + // Get data out of sparse storage. -1 because of GenABEL coding. + size_t idx = (col - num_cols_no_sparse) * num_rows_rounded + row; + double result = (((sparse_data[idx / 4] & mask[idx % 4]) >> offset[idx % 4]) - 1); + return result; + } + } + + // TODO: Used? + double getUniqueDataValue(size_t varID, size_t index) const { + if (varID < num_cols_no_sparse) { + return unique_data_values[varID][index]; + } else { + // For GWAS data the index is the value + return (index); + } + } + + size_t getNumUniqueDataValues(size_t varID) const { + if (varID < num_cols_no_sparse) { + return unique_data_values[varID].size(); + } else { + // For GWAS data 0,1,2 + return (3); + } + } + void sort(); const std::vector& getVariableNames() const { From e844ba235ba17410e0a810fc99a0f55783a0d9a4 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 7 Apr 2015 22:26:13 +0200 Subject: [PATCH 153/344] classification working --- R_package/ranger/DESCRIPTION | 2 +- source/src/version.h | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 1fedad6b4..63f04e197 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,7 +1,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.1.9.96 +Version: 0.1.9.97 Date: 2015-04-07 Author: Marvin N. Wright Maintainer: Marvin N. Wright diff --git a/source/src/version.h b/source/src/version.h index 87fed5afd..784f15bf5 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.1.9.96" +#define RANGER_VERSION "0.1.9.97" #endif From 78a4433dac5efadbaa0c53ca54ad5b4051088760 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 8 Apr 2015 09:56:06 +0200 Subject: [PATCH 154/344] add new splitting method for regression --- source/src/Tree/TreeRegression.cpp | 104 +++++++++++++++++++++++------ source/src/Tree/TreeRegression.h | 10 +-- source/src/globals.h | 1 + source/src/version.h | 2 +- 4 files changed, 93 insertions(+), 24 deletions(-) diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index 319eec3c4..6c6457976 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -119,25 +119,23 @@ bool TreeRegression::findBestSplit(size_t nodeID, std::vector& possible_ // For all possible split variables for (auto& varID : possible_split_varIDs) { - // Create possible split values - std::vector all_values; - data->getAllValues(all_values, sampleIDs[nodeID], varID); - - // Try next variable if all equal for this - if (all_values.size() < 2) { - continue; - } - // Find best split value, if ordered consider all values as split values, else all 2-partitions if ((*is_ordered_variable)[varID]) { - // Remove largest value because no split possible - all_values.pop_back(); - - findBestSplitValue(nodeID, varID, all_values, sum_node, num_samples_node, best_value, best_varID, best_decrease); + // Use memory saving method if option set + if (memory_saving_splitting) { + findBestSplitValueSmallQ(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); + } else { + // Use faster method for both cases + double q = (double) num_samples_node / (double) data->getNumUniqueDataValues(varID); + if (q < Q_THRESHOLD) { + findBestSplitValueSmallQ(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); + } else { + findBestSplitValueLargeQ(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); + } + } } else { - findBestSplitValueUnordered(nodeID, varID, all_values, sum_node, num_samples_node, best_value, best_varID, - best_decrease); + findBestSplitValueUnordered(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); } } @@ -157,8 +155,20 @@ bool TreeRegression::findBestSplit(size_t nodeID, std::vector& possible_ return false; } -void TreeRegression::findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, - double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { +void TreeRegression::findBestSplitValueSmallQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, + double& best_value, size_t& best_varID, double& best_decrease) { + + // Create possible split values + std::vector possible_split_values; + data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); + + // Try next variable if all equal for this + if (possible_split_values.size() < 2) { + return; + } + + // Remove largest value because no split possible + possible_split_values.pop_back(); size_t num_splits = possible_split_values.size(); @@ -207,8 +217,64 @@ void TreeRegression::findBestSplitValue(size_t nodeID, size_t varID, std::vector delete[] n_right; } -void TreeRegression::findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, - double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { +void TreeRegression::findBestSplitValueLargeQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, + double& best_value, size_t& best_varID, double& best_decrease) { + + // TODO: Stop if only one unique value? + size_t num_unique = data->getNumUniqueDataValues(varID); + std::vector count(num_unique); + std::vector sums(num_unique); + + for (auto& sampleID : sampleIDs[nodeID]) { + size_t index = data->getIndex(sampleID, varID); + + sums[index] += data->get(sampleID, dependent_varID); + ++count[index]; + } + + size_t n_left = 0; + double sum_left = 0; + + // Compute decrease of impurity for each split + for (size_t i = 0; i < num_unique; ++i) { + + // Stop if nothing here + if (count[i] == 0) { + continue; + } + + n_left += count[i]; + sum_left += sums[i]; + + // Stop if right child empty + size_t n_right = num_samples_node - n_left; + if (n_right == 0) { + break; + } + + double sum_right = sum_node - sum_left; + double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; + + // If better than before, use this + if (decrease > best_decrease) { + best_value = data->getUniqueDataValue(varID, i); + best_varID = varID; + best_decrease = decrease; + } + } +} + +void TreeRegression::findBestSplitValueUnordered(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, + double& best_value, size_t& best_varID, double& best_decrease) { + + // Create possible split values + std::vector factor_levels; + data->getAllValues(factor_levels, sampleIDs[nodeID], varID); + + // Try next variable if all equal for this + if (factor_levels.size() < 2) { + return; + } // Number of possible splits is 2^num_levels size_t num_splits = (1 << factor_levels.size()); diff --git a/source/src/Tree/TreeRegression.h b/source/src/Tree/TreeRegression.h index 6f89320e4..0d38e53b1 100644 --- a/source/src/Tree/TreeRegression.h +++ b/source/src/Tree/TreeRegression.h @@ -61,10 +61,12 @@ class TreeRegression: public Tree { // Called by splitNodeInternal(). Sets split_varIDs and split_values. bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); - void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, double sum_node, - size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); - void findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, double sum_node, - size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); + void findBestSplitValueSmallQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, double& best_value, + size_t& best_varID, double& best_decrease); + void findBestSplitValueLargeQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, double& best_value, + size_t& best_varID, double& best_decrease); + void findBestSplitValueUnordered(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, + double& best_value, size_t& best_varID, double& best_decrease); void addImpurityImportance(size_t nodeID, size_t varID, double decrease); diff --git a/source/src/globals.h b/source/src/globals.h index 7204db33c..814fe81f1 100644 --- a/source/src/globals.h +++ b/source/src/globals.h @@ -78,6 +78,7 @@ const uint DEFAULT_MIN_NODE_SIZE_PROBABILITY = 10; // Interval to print progress in seconds const double STATUS_INTERVAL = 30.0; +// TODO: Other value for other tree types? // Threshold for q value split method switch const double Q_THRESHOLD = 0.5; diff --git a/source/src/version.h b/source/src/version.h index 784f15bf5..ea8df468b 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.1.9.97" +#define RANGER_VERSION "0.1.9.98" #endif From f89c7abfcd42fe9e7cafe646021200edf6ced3e2 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 8 Apr 2015 10:02:09 +0200 Subject: [PATCH 155/344] add new splitting method for probability --- source/src/Tree/TreeProbability.cpp | 104 +++++++++++++++++++++++----- source/src/Tree/TreeProbability.h | 10 +-- 2 files changed, 91 insertions(+), 23 deletions(-) diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index f36696b03..a2fd5dc5e 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -150,25 +150,23 @@ bool TreeProbability::findBestSplit(size_t nodeID, std::vector& possible // For all possible split variables for (auto& varID : possible_split_varIDs) { - // Create possible split values - std::vector all_values; - data->getAllValues(all_values, sampleIDs[nodeID], varID); - - // Try next variable if all equal for this - if (all_values.size() < 2) { - continue; - } - // Find best split value, if ordered consider all values as split values, else all 2-partitions if ((*is_ordered_variable)[varID]) { - // Remove largest value because no split possible - all_values.pop_back(); - - findBestSplitValue(nodeID, varID, all_values, sum_node, num_samples_node, best_value, best_varID, best_decrease); + // Use memory saving method if option set + if (memory_saving_splitting) { + findBestSplitValueSmallQ(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); + } else { + // Use faster method for both cases + double q = (double) num_samples_node / (double) data->getNumUniqueDataValues(varID); + if (q < Q_THRESHOLD) { + findBestSplitValueSmallQ(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); + } else { + findBestSplitValueLargeQ(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); + } + } } else { - findBestSplitValueUnordered(nodeID, varID, all_values, sum_node, num_samples_node, best_value, best_varID, - best_decrease); + findBestSplitValueUnordered(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); } } @@ -188,8 +186,20 @@ bool TreeProbability::findBestSplit(size_t nodeID, std::vector& possible return false; } -void TreeProbability::findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, - double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { +void TreeProbability::findBestSplitValueSmallQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, + double& best_value, size_t& best_varID, double& best_decrease) { + + // Create possible split values + std::vector possible_split_values; + data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); + + // Try next variable if all equal for this + if (possible_split_values.size() < 2) { + return; + } + + // Remove largest value because no split possible + possible_split_values.pop_back(); size_t num_splits = possible_split_values.size(); @@ -239,8 +249,64 @@ void TreeProbability::findBestSplitValue(size_t nodeID, size_t varID, std::vecto } -void TreeProbability::findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, - double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { +void TreeProbability::findBestSplitValueLargeQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, + double& best_value, size_t& best_varID, double& best_decrease) { + + // TODO: Stop if only one unique value? + size_t num_unique = data->getNumUniqueDataValues(varID); + std::vector count(num_unique); + std::vector sums(num_unique); + + for (auto& sampleID : sampleIDs[nodeID]) { + size_t index = data->getIndex(sampleID, varID); + + sums[index] += data->get(sampleID, dependent_varID); + ++count[index]; + } + + size_t n_left = 0; + double sum_left = 0; + + // Compute decrease of impurity for each split + for (size_t i = 0; i < num_unique; ++i) { + + // Stop if nothing here + if (count[i] == 0) { + continue; + } + + n_left += count[i]; + sum_left += sums[i]; + + // Stop if right child empty + size_t n_right = num_samples_node - n_left; + if (n_right == 0) { + break; + } + + double sum_right = sum_node - sum_left; + double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; + + // If better than before, use this + if (decrease > best_decrease) { + best_value = data->getUniqueDataValue(varID, i); + best_varID = varID; + best_decrease = decrease; + } + } +} + +void TreeProbability::findBestSplitValueUnordered(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, + double& best_value, size_t& best_varID, double& best_decrease) { + + // Create possible split values + std::vector factor_levels; + data->getAllValues(factor_levels, sampleIDs[nodeID], varID); + + // Try next variable if all equal for this + if (factor_levels.size() < 2) { + return; + } // Number of possible splits is 2^num_levels size_t num_splits = (1 << factor_levels.size()); diff --git a/source/src/Tree/TreeProbability.h b/source/src/Tree/TreeProbability.h index d36f858c8..a701e1d4e 100644 --- a/source/src/Tree/TreeProbability.h +++ b/source/src/Tree/TreeProbability.h @@ -68,10 +68,12 @@ class TreeProbability: public Tree { // Called by splitNodeInternal(). Sets split_varIDs and split_values. bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); - void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, double sum_node, - size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); - void findBestSplitValueUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, double sum_node, - size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); + void findBestSplitValueSmallQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, + double& best_value, size_t& best_varID, double& best_decrease); + void findBestSplitValueLargeQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, + double& best_value, size_t& best_varID, double& best_decrease); + void findBestSplitValueUnordered(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, + double& best_value, size_t& best_varID, double& best_decrease); void addImpurityImportance(size_t nodeID, size_t varID, double decrease); From b5355ac81ec6dda95f3c52b0de75f642168dadc2 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 8 Apr 2015 16:56:15 +0200 Subject: [PATCH 156/344] survival working but slow and dirty --- source/src/Tree/TreeSurvival.cpp | 265 ++++++++++++++++++++++++++++--- source/src/Tree/TreeSurvival.h | 8 +- 2 files changed, 250 insertions(+), 23 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index d4af3e127..fb5e62903 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -101,6 +101,7 @@ double TreeSurvival::computePredictionAccuracyInternal() { bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& possible_split_varIDs) { + size_t num_samples_node = sampleIDs[nodeID].size(); double best_logrank = -1; size_t best_varID = 0; double best_value = 0; @@ -108,29 +109,42 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss computeDeathCounts(nodeID); // Stop early if no split posssible - if (sampleIDs[nodeID].size() >= 2 * min_node_size) { + if (num_samples_node >= 2 * min_node_size) { // For all possible split variables for (auto& varID : possible_split_varIDs) { - // Create possible split values - std::vector all_values; - data->getAllValues(all_values, sampleIDs[nodeID], varID); - - // Try next variable if all equal for this - if (all_values.size() < 2) { - continue; - } - // Find best split value, if ordered consider all values as split values, else all 2-partitions if ((*is_ordered_variable)[varID]) { - // Remove largest value because no split possible - all_values.pop_back(); + // TODO: Here + + double best_value_temp = best_value; + size_t best_varID_temp = best_varID; + double best_logrank_temp = best_logrank; + +// std::cout << "Old: " << std::endl; + findBestSplitValueLogRank(nodeID, varID, best_value, best_varID, best_logrank); + +// std::cout << "New: " << std::endl; + findBestSplitValueLogRankNew(nodeID, varID, num_samples_node, best_value_temp, best_varID_temp, + best_logrank_temp); + +// std::cout << std::endl; +// std::getchar(); + + if (best_logrank != best_logrank_temp) { + std::cout << "best_value: " << best_value << ", " << best_value_temp << std::endl; + std::cout << "best_varID: " << best_varID << ", " << best_varID_temp << std::endl; + std::cout << "best_logrank: " << best_logrank << ", " << best_logrank_temp << std::endl; + std::cout << std::endl; + } + +// findBestSplitValueLogRank(nodeID, varID, best_value, best_varID, best_logrank); +// findBestSplitValueLogRankNew(nodeID, varID, num_samples_node, best_value, best_varID, best_logrank); - findBestSplitValueLogRank(nodeID, varID, all_values, best_value, best_varID, best_logrank); } else { - findBestSplitValueLogRankUnordered(nodeID, varID, all_values, best_value, best_varID, best_logrank); + findBestSplitValueLogRankUnordered(nodeID, varID, best_value, best_varID, best_logrank); } } @@ -211,8 +225,21 @@ void TreeSurvival::computeChildDeathCounts(size_t nodeID, size_t varID, std::vec } } -void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::vector& possible_split_values, - double& best_value, size_t& best_varID, double& best_logrank) { +void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, double& best_value, size_t& best_varID, + double& best_logrank) { + + // Create possible split values + std::vector possible_split_values; + data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); + + // Try next variable if all equal for this + if (possible_split_values.size() < 2) { + return; + } + + // Remove largest value because no split possible + possible_split_values.pop_back(); + size_t num_splits = possible_split_values.size(); // Initialize @@ -223,7 +250,29 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::v computeChildDeathCounts(nodeID, varID, possible_split_values, num_samples_right_child, delta_samples_at_risk_right_child, num_deaths_right_child); - // Compute logrank test for all splits and use best +// // TODO: Remove +// std::cout << "delta_at_risk old: " << std::endl; +// for (size_t i = 0; i < num_splits; ++i) { +// std::cout << possible_split_values[i] << ": "; +// for (size_t t = 0; t < num_timepoints; ++t) { +// std::cout << delta_samples_at_risk_right_child[i * num_timepoints + t] << " "; +// } +// std::cout << std::endl; +// } +// std::cout << std::endl << std::endl; + +//// TODO: Remove +// std::cout << "death old: " << std::endl; +// for (size_t i = 0; i < num_splits; ++i) { +// std::cout << possible_split_values[i] << ": "; +// for (size_t t = 0; t < num_timepoints; ++t) { +// std::cout << num_deaths_right_child[i * num_timepoints + t] << " "; +// } +// std::cout << std::endl; +// } +// std::cout << std::endl << std::endl; + +// Compute logrank test for all splits and use best for (size_t i = 0; i < num_splits; ++i) { double nominator = 0; double denominator_squared = 0; @@ -234,7 +283,11 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::v continue; } - // Compute logrank test statistic for this split +// // TODO: Remove +// std::cout << "split: " << possible_split_values[i] << std::endl; +// std::cout << "old at risk "; + +// Compute logrank test statistic for this split size_t num_samples_at_risk_right_child = num_samples_right_child[i]; for (size_t t = 0; t < num_timepoints; ++t) { if (num_samples_at_risk[t] < 2 || num_samples_at_risk_right_child < 1) { @@ -249,16 +302,28 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::v double Yi1 = (double) num_samples_at_risk_right_child; nominator += di1 - Yi1 * (di / Yi); denominator_squared += (Yi1 / Yi) * (1.0 - Yi1 / Yi) * ((Yi - di) / (Yi - 1)) * di; + + //TODO: Remove +// std::cout << "time " << t << ", di " << di << ", di1 " << di1 << ", Yi " << Yi << ", Yi1 " << Yi1 +// << ", numerator " << nominator << ", denominator_squared " << denominator_squared << std::endl; } - // Reduce number of samples at risk for next timepoint +// // TODO: Remove +// std::cout << num_samples_at_risk_right_child << " "; + +// Reduce number of samples at risk for next timepoint num_samples_at_risk_right_child -= delta_samples_at_risk_right_child[i * num_timepoints + t]; + } double logrank = -1; if (denominator_squared != 0) { logrank = fabs(nominator / sqrt(denominator_squared)); } +// //TODO: Remove +// std::cout << "split: " << possible_split_values[i] << ", logrank " << logrank << ", numerator " << nominator +// << ", denominator_squared " << denominator_squared << std::endl; + if (logrank > best_logrank) { best_value = possible_split_values[i]; best_varID = varID; @@ -271,9 +336,169 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, std::v delete[] num_samples_right_child; } -void TreeSurvival::findBestSplitValueLogRankUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, +// TODO: Numerator.. not Nominator! Everywhere! +void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_logrank) { + // TODO: Cleanup + // TODO: Stop if only one unique value? + size_t num_unique = data->getNumUniqueDataValues(varID); + std::vector count(num_unique); + std::vector death(num_unique * num_timepoints); + std::vector delta_at_risk(num_unique * num_timepoints); + + for (auto& sampleID : sampleIDs[nodeID]) { + size_t index = data->getIndex(sampleID, varID); + size_t survival_timeID = (*response_timepointIDs)[sampleID]; + + ++count[index]; + ++delta_at_risk[index * num_timepoints + survival_timeID]; + if (data->get(sampleID, status_varID) == 1) { + ++death[index * num_timepoints + survival_timeID]; + } + } + + // TODO: Remove +// std::cout << "delta_at_risk new: " << std::endl; +// for (size_t i = 0; i < num_unique; ++i) { +// for (size_t t = 0; t < num_timepoints; ++t) { +// std::cout << delta_at_risk[i * num_timepoints + t] << " "; +// } +// std::cout << std::endl; +// } +// std::cout << std::endl << std::endl; + + // TODO: Dont use extra loop? + std::vector at_risk((num_unique - 1) * num_timepoints); + std::vector death2(num_unique * num_timepoints); + for (size_t t = 0; t < num_timepoints; ++t) { + size_t sum_at_risk = 0; + size_t sum_death = 0; + for (size_t i = 0; i < num_unique - 1; ++i) { + size_t ii = num_unique - 2 - i; + sum_at_risk += delta_at_risk[(ii + 1) * num_timepoints + t]; + at_risk[ii * num_timepoints + t] = sum_at_risk; + sum_death += death[(ii + 1) * num_timepoints + t]; + death2[ii * num_timepoints + t] = sum_death; + } + } + +// // TODO: Remove +// std::cout << "at_risk new: " << std::endl; +// for (size_t i = 0; i < num_unique-1; ++i) { +// std::cout << data->getUniqueDataValue(varID, i) << ": "; +// for (size_t t = 0; t < num_timepoints; ++t) { +// std::cout << at_risk[i * num_timepoints + t] << " "; +// } +// std::cout << std::endl; +// } +// std::cout << std::endl << std::endl; + +// std::cout << "death new: " << std::endl; +// for (size_t i = 0; i < num_unique - 1; ++i) { +// std::cout << data->getUniqueDataValue(varID, i) << ": "; +// for (size_t t = 0; t < num_timepoints; ++t) { +// std::cout << death2[i * num_timepoints + t] << " "; +// } +// std::cout << std::endl; +// } +// std::cout << std::endl << std::endl; + + size_t n_left = 0; + + // Compute decrease of impurity for each split + for (size_t i = 0; i < num_unique; ++i) { + + // Stop if nothing here +// if (count[i] == 0) { +// continue; +// } + + n_left += count[i]; + + // Stop if right child empty + size_t n_right = num_samples_node - n_left; + if (n_right == 0) { + break; + } + + // Stop if minimal node size reached + if (n_left < min_node_size || n_right < min_node_size) { + continue; + } + + // Init logrank test + double numerator = 0; + double denominator_squared = 0; +// size_t at_risk = n_left; + +// std::cout << "new at risk "; + + // Compute logrank test + size_t num_samples_at_risk_right_child = n_right; + for (size_t t = 0; t < num_timepoints; ++t) { + + if (num_samples_at_risk[t] < 2 || num_samples_at_risk_right_child < 1) { + break; + } + +// if (num_samples_at_risk[t] < 2) { +// continue; +// } + + // TODO: Dont use minus -> left child + // TODO: at_risk now counts right child + if (num_samples_at_risk[t] > 1 && num_deaths[t] > 0) { + // Nominator and demoninator for log-rank test, notation from Ishwaran et al. + double di = (double) num_deaths[t]; + double di1 = (double) death2[i * num_timepoints + t]; + double Yi = (double) num_samples_at_risk[t]; + double Yi1 = (double) num_samples_at_risk_right_child; + numerator += di1 - Yi1 * (di / Yi); + denominator_squared += (Yi1 / Yi) * (1.0 - Yi1 / Yi) * ((Yi - di) / (Yi - 1)) * di; + + //TODO: Remove +// std::cout << "time " << t << ", di " << di << ", di1 " << di1 << ", Yi " << Yi << ", Yi1 " << Yi1 +// << ", numerator " << numerator << ", denominator_squared " << denominator_squared << std::endl; + + } + + // Reduce number of samples at risk for next timepoint + //at_risk -= delta_at_risk[i * num_timepoints + t]; + num_samples_at_risk_right_child -= at_risk[i * num_timepoints + t]; + + } + + double logrank = -1; + if (denominator_squared != 0) { + logrank = fabs(numerator / sqrt(denominator_squared)); + } + +// //TODO: Remove +// std::cout << "split: " << data->getUniqueDataValue(varID, i) << ", logrank " << logrank << ", numerator " +// << numerator << ", denominator_squared " << denominator_squared << std::endl; + + // If better than before, use this + if (logrank > best_logrank) { + best_value = data->getUniqueDataValue(varID, i); + best_varID = varID; + best_logrank = logrank; + } + } +} + +void TreeSurvival::findBestSplitValueLogRankUnordered(size_t nodeID, size_t varID, double& best_value, + size_t& best_varID, double& best_logrank) { + + // Create possible split values + std::vector factor_levels; + data->getAllValues(factor_levels, sampleIDs[nodeID], varID); + + // Try next variable if all equal for this + if (factor_levels.size() < 2) { + return; + } + // Number of possible splits is 2^num_levels size_t num_splits = (1 << factor_levels.size()); diff --git a/source/src/Tree/TreeSurvival.h b/source/src/Tree/TreeSurvival.h index a40fd5fce..694e3a800 100644 --- a/source/src/Tree/TreeSurvival.h +++ b/source/src/Tree/TreeSurvival.h @@ -68,10 +68,12 @@ class TreeSurvival: public Tree { void computeDeathCounts(size_t nodeID); void computeChildDeathCounts(size_t nodeID, size_t varID, std::vector& possible_split_values, size_t* num_samples_right_child, size_t* num_samples_at_risk_right_child, size_t* num_deaths_right_child); - void findBestSplitValueLogRank(size_t nodeID, size_t varID, std::vector& possible_split_values, - double& best_value, size_t& best_varID, double& best_logrank); - void findBestSplitValueLogRankUnordered(size_t nodeID, size_t varID, std::vector& factor_levels, double& best_value, + void findBestSplitValueLogRank(size_t nodeID, size_t varID, double& best_value, size_t& best_varID, + double& best_logrank); + void findBestSplitValueLogRankNew(size_t nodeID, size_t varID, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_logrank); + void findBestSplitValueLogRankUnordered(size_t nodeID, size_t varID, double& best_value, size_t& best_varID, + double& best_logrank); void cleanUpInternal() { delete[] num_deaths; From f74e83cf5f778e0052c545d2af24ed1c1863a13b Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 8 Apr 2015 16:59:27 +0200 Subject: [PATCH 157/344] fix numerator typo --- source/src/Tree/TreeSurvival.cpp | 25 +++++++++++++------------ 1 file changed, 13 insertions(+), 12 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index fb5e62903..297248803 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -274,7 +274,7 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, double // Compute logrank test for all splits and use best for (size_t i = 0; i < num_splits; ++i) { - double nominator = 0; + double numerator = 0; double denominator_squared = 0; // Stop if minimal node size reached @@ -295,17 +295,17 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, double } if (num_deaths[t] > 0) { - // Nominator and demoninator for log-rank test, notation from Ishwaran et al. + // Numerator and demoninator for log-rank test, notation from Ishwaran et al. double di = (double) num_deaths[t]; double di1 = (double) num_deaths_right_child[i * num_timepoints + t]; double Yi = (double) num_samples_at_risk[t]; double Yi1 = (double) num_samples_at_risk_right_child; - nominator += di1 - Yi1 * (di / Yi); + numerator += di1 - Yi1 * (di / Yi); denominator_squared += (Yi1 / Yi) * (1.0 - Yi1 / Yi) * ((Yi - di) / (Yi - 1)) * di; //TODO: Remove // std::cout << "time " << t << ", di " << di << ", di1 " << di1 << ", Yi " << Yi << ", Yi1 " << Yi1 -// << ", numerator " << nominator << ", denominator_squared " << denominator_squared << std::endl; +// << ", numerator " << numerator << ", denominator_squared " << denominator_squared << std::endl; } // // TODO: Remove @@ -317,11 +317,11 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, double } double logrank = -1; if (denominator_squared != 0) { - logrank = fabs(nominator / sqrt(denominator_squared)); + logrank = fabs(numerator / sqrt(denominator_squared)); } // //TODO: Remove -// std::cout << "split: " << possible_split_values[i] << ", logrank " << logrank << ", numerator " << nominator +// std::cout << "split: " << possible_split_values[i] << ", logrank " << logrank << ", numerator " << numerator // << ", denominator_squared " << denominator_squared << std::endl; if (logrank > best_logrank) { @@ -336,7 +336,8 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, double delete[] num_samples_right_child; } -// TODO: Numerator.. not Nominator! Everywhere! +// TODO: Try without extra loop .. +// TODO: Use left counts instead of right? void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_logrank) { @@ -449,7 +450,7 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz // TODO: Dont use minus -> left child // TODO: at_risk now counts right child if (num_samples_at_risk[t] > 1 && num_deaths[t] > 0) { - // Nominator and demoninator for log-rank test, notation from Ishwaran et al. + // Numerator and demoninator for log-rank test, notation from Ishwaran et al. double di = (double) num_deaths[t]; double di1 = (double) death2[i * num_timepoints + t]; double Yi = (double) num_samples_at_risk[t]; @@ -521,7 +522,7 @@ void TreeSurvival::findBestSplitValueLogRankUnordered(size_t nodeID, size_t varI size_t* num_deaths_right_child = new size_t[num_timepoints](); size_t* delta_samples_at_risk_right_child = new size_t[num_timepoints](); size_t num_samples_right_child = 0; - double nominator = 0; + double numerator = 0; double denominator_squared = 0; // Count deaths in right child per timepoint @@ -558,12 +559,12 @@ void TreeSurvival::findBestSplitValueLogRankUnordered(size_t nodeID, size_t varI } if (num_deaths[t] > 0) { - // Nominator and demoninator for log-rank test, notation from Ishwaran et al. + // Numerator and demoninator for log-rank test, notation from Ishwaran et al. double di = (double) num_deaths[t]; double di1 = (double) num_deaths_right_child[t]; double Yi = (double) num_samples_at_risk[t]; double Yi1 = (double) num_samples_at_risk_right_child; - nominator += di1 - Yi1 * (di / Yi); + numerator += di1 - Yi1 * (di / Yi); denominator_squared += (Yi1 / Yi) * (1.0 - Yi1 / Yi) * ((Yi - di) / (Yi - 1)) * di; } @@ -572,7 +573,7 @@ void TreeSurvival::findBestSplitValueLogRankUnordered(size_t nodeID, size_t varI } double logrank = -1; if (denominator_squared != 0) { - logrank = fabs(nominator / sqrt(denominator_squared)); + logrank = fabs(numerator / sqrt(denominator_squared)); } if (logrank > best_logrank) { From 1aa7a012d9582d4f4dc82205d7dcba6f60fe4528 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 8 Apr 2015 17:46:45 +0200 Subject: [PATCH 158/344] work on better survival --- source/src/Tree/TreeSurvival.cpp | 53 ++++++++++++++++++++++++++++++-- 1 file changed, 50 insertions(+), 3 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 297248803..e85558649 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -133,7 +133,7 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss // std::cout << std::endl; // std::getchar(); - if (best_logrank != best_logrank_temp) { + if (best_logrank != best_logrank_temp && best_value != best_value_temp) { std::cout << "best_value: " << best_value << ", " << best_value_temp << std::endl; std::cout << "best_varID: " << best_varID << ", " << best_varID_temp << std::endl; std::cout << "best_logrank: " << best_logrank << ", " << best_logrank_temp << std::endl; @@ -378,12 +378,52 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz for (size_t i = 0; i < num_unique - 1; ++i) { size_t ii = num_unique - 2 - i; sum_at_risk += delta_at_risk[(ii + 1) * num_timepoints + t]; + +// std::cout << sum_at_risk << " "; + at_risk[ii * num_timepoints + t] = sum_at_risk; sum_death += death[(ii + 1) * num_timepoints + t]; death2[ii * num_timepoints + t] = sum_death; } +// std::cout << std::endl; + } + + // TODO: -1? + std::vector death3((num_unique-1) * num_timepoints); + for (size_t t = 0; t < num_timepoints; ++t) { + size_t sum_death = 0; + for (size_t i = 0; i < num_unique-1; ++i) { + sum_death += death[i * num_timepoints + t]; + death3[i * num_timepoints + t] = sum_death; + if (death3[i * num_timepoints + t] != num_deaths[t] - death2[i * num_timepoints + t]) { + std::cout << "DIFF death" << std::endl; + } + } } + std::cout << "AAAAAA" << std::endl << std::endl; + + // TODO: Missing: Number of samples at risk in total + std::vector at_risk3((num_unique-1) * num_timepoints); + for (size_t t = 0; t < num_timepoints; ++t) { + size_t sum_at_risk = 0; + for (size_t i = 0; i < num_unique-1; ++i) { + + sum_at_risk += delta_at_risk[i * num_timepoints + t]; + + std::cout << num_samples_at_risk[t]-sum_at_risk << " "; + + at_risk3[i * num_timepoints + t] = sum_at_risk; + //if (at_risk3[i * num_timepoints + t] != num_samples_at_risk[t] - at_risk[i * num_timepoints + t]) { + // std::cout << "DIFF at_risk: " << num_samples_at_risk[t] - at_risk[i * num_timepoints + t] << " " << at_risk3[i * num_timepoints + t] << std::endl; + //} + + } + std::cout << std::endl; + } + + std::cout << "BBBBB" << std::endl << std::endl; + // // TODO: Remove // std::cout << "at_risk new: " << std::endl; // for (size_t i = 0; i < num_unique-1; ++i) { @@ -452,9 +492,10 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz if (num_samples_at_risk[t] > 1 && num_deaths[t] > 0) { // Numerator and demoninator for log-rank test, notation from Ishwaran et al. double di = (double) num_deaths[t]; - double di1 = (double) death2[i * num_timepoints + t]; + //double di1 = di - (double) death2[i * num_timepoints + t]; + double di1 = (double) death3[i * num_timepoints + t]; double Yi = (double) num_samples_at_risk[t]; - double Yi1 = (double) num_samples_at_risk_right_child; + double Yi1 = Yi - (double) num_samples_at_risk_right_child; numerator += di1 - Yi1 * (di / Yi); denominator_squared += (Yi1 / Yi) * (1.0 - Yi1 / Yi) * ((Yi - di) / (Yi - 1)) * di; @@ -468,8 +509,14 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz //at_risk -= delta_at_risk[i * num_timepoints + t]; num_samples_at_risk_right_child -= at_risk[i * num_timepoints + t]; + // TODO: Remove + std::cout << num_samples_at_risk_right_child << " "; + } + // TODO: Remove + std::cout << std::endl; + double logrank = -1; if (denominator_squared != 0) { logrank = fabs(numerator / sqrt(denominator_squared)); From 1e156bffc05f2e5180a088d9ba2bc28677316fa6 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 9 Apr 2015 10:47:30 +0200 Subject: [PATCH 159/344] survival cleaner --- source/src/Tree/TreeSurvival.cpp | 130 ++++++++----------------------- 1 file changed, 31 insertions(+), 99 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index e85558649..e30000a0d 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -359,91 +359,49 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz } } - // TODO: Remove -// std::cout << "delta_at_risk new: " << std::endl; -// for (size_t i = 0; i < num_unique; ++i) { -// for (size_t t = 0; t < num_timepoints; ++t) { -// std::cout << delta_at_risk[i * num_timepoints + t] << " "; -// } -// std::cout << std::endl; -// } -// std::cout << std::endl << std::endl; - - // TODO: Dont use extra loop? - std::vector at_risk((num_unique - 1) * num_timepoints); - std::vector death2(num_unique * num_timepoints); + // Compute deaths in left child + std::vector num_deaths_left_child((num_unique - 1) * num_timepoints); for (size_t t = 0; t < num_timepoints; ++t) { - size_t sum_at_risk = 0; size_t sum_death = 0; for (size_t i = 0; i < num_unique - 1; ++i) { - size_t ii = num_unique - 2 - i; - sum_at_risk += delta_at_risk[(ii + 1) * num_timepoints + t]; - -// std::cout << sum_at_risk << " "; - - at_risk[ii * num_timepoints + t] = sum_at_risk; - sum_death += death[(ii + 1) * num_timepoints + t]; - death2[ii * num_timepoints + t] = sum_death; - } -// std::cout << std::endl; - } - - // TODO: -1? - std::vector death3((num_unique-1) * num_timepoints); - for (size_t t = 0; t < num_timepoints; ++t) { - size_t sum_death = 0; - for (size_t i = 0; i < num_unique-1; ++i) { sum_death += death[i * num_timepoints + t]; - death3[i * num_timepoints + t] = sum_death; - if (death3[i * num_timepoints + t] != num_deaths[t] - death2[i * num_timepoints + t]) { - std::cout << "DIFF death" << std::endl; - } + num_deaths_left_child[i * num_timepoints + t] = sum_death; } } - std::cout << "AAAAAA" << std::endl << std::endl; + // TODO: Use left child! + // Compute at risk - // TODO: Missing: Number of samples at risk in total - std::vector at_risk3((num_unique-1) * num_timepoints); + // Compute sum_delta first + std::vector sum_delta(num_unique * num_timepoints); for (size_t t = 0; t < num_timepoints; ++t) { - size_t sum_at_risk = 0; - for (size_t i = 0; i < num_unique-1; ++i) { + size_t sum = 0; + for (size_t i = 0; i < num_unique; ++i) { + size_t ii = num_unique - 1 - i; - sum_at_risk += delta_at_risk[i * num_timepoints + t]; + sum += delta_at_risk[ii * num_timepoints + t]; + if (t > 0) { + sum_delta[ii * num_timepoints + t] = sum_delta[ii * num_timepoints + (t - 1)] + sum; + } else { + sum_delta[ii * num_timepoints + t] = sum; + } + } + } - std::cout << num_samples_at_risk[t]-sum_at_risk << " "; + // Compute at_risk in right child + std::vector num_at_risk_right_child((num_unique - 1) * num_timepoints); + size_t n_left_NEW = 0; + for (size_t i = 0; i < num_unique - 1; ++i) { + n_left_NEW += count[i]; - at_risk3[i * num_timepoints + t] = sum_at_risk; - //if (at_risk3[i * num_timepoints + t] != num_samples_at_risk[t] - at_risk[i * num_timepoints + t]) { - // std::cout << "DIFF at_risk: " << num_samples_at_risk[t] - at_risk[i * num_timepoints + t] << " " << at_risk3[i * num_timepoints + t] << std::endl; - //} + num_at_risk_right_child[i * num_timepoints + 0] = num_samples_node - n_left_NEW; + for (size_t t = 1; t < num_timepoints; ++t) { + num_at_risk_right_child[i * num_timepoints + t] = num_samples_node - n_left_NEW + - sum_delta[(i + 1) * num_timepoints + (t - 1)]; } - std::cout << std::endl; } - std::cout << "BBBBB" << std::endl << std::endl; - -// // TODO: Remove -// std::cout << "at_risk new: " << std::endl; -// for (size_t i = 0; i < num_unique-1; ++i) { -// std::cout << data->getUniqueDataValue(varID, i) << ": "; -// for (size_t t = 0; t < num_timepoints; ++t) { -// std::cout << at_risk[i * num_timepoints + t] << " "; -// } -// std::cout << std::endl; -// } -// std::cout << std::endl << std::endl; - -// std::cout << "death new: " << std::endl; -// for (size_t i = 0; i < num_unique - 1; ++i) { -// std::cout << data->getUniqueDataValue(varID, i) << ": "; -// for (size_t t = 0; t < num_timepoints; ++t) { -// std::cout << death2[i * num_timepoints + t] << " "; -// } -// std::cout << std::endl; -// } -// std::cout << std::endl << std::endl; size_t n_left = 0; @@ -471,15 +429,11 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz // Init logrank test double numerator = 0; double denominator_squared = 0; -// size_t at_risk = n_left; - -// std::cout << "new at risk "; // Compute logrank test - size_t num_samples_at_risk_right_child = n_right; for (size_t t = 0; t < num_timepoints; ++t) { - if (num_samples_at_risk[t] < 2 || num_samples_at_risk_right_child < 1) { + if (num_samples_at_risk[t] < 2 || num_at_risk_right_child[i * num_timepoints + t] < 1) { break; } @@ -487,45 +441,23 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz // continue; // } - // TODO: Dont use minus -> left child - // TODO: at_risk now counts right child + // TODO: Use left child if (num_samples_at_risk[t] > 1 && num_deaths[t] > 0) { // Numerator and demoninator for log-rank test, notation from Ishwaran et al. double di = (double) num_deaths[t]; - //double di1 = di - (double) death2[i * num_timepoints + t]; - double di1 = (double) death3[i * num_timepoints + t]; + double di1 = (double) num_deaths_left_child[i * num_timepoints + t]; double Yi = (double) num_samples_at_risk[t]; - double Yi1 = Yi - (double) num_samples_at_risk_right_child; + double Yi1 = Yi - (double) num_at_risk_right_child[i * num_timepoints + t]; numerator += di1 - Yi1 * (di / Yi); denominator_squared += (Yi1 / Yi) * (1.0 - Yi1 / Yi) * ((Yi - di) / (Yi - 1)) * di; - - //TODO: Remove -// std::cout << "time " << t << ", di " << di << ", di1 " << di1 << ", Yi " << Yi << ", Yi1 " << Yi1 -// << ", numerator " << numerator << ", denominator_squared " << denominator_squared << std::endl; - } - - // Reduce number of samples at risk for next timepoint - //at_risk -= delta_at_risk[i * num_timepoints + t]; - num_samples_at_risk_right_child -= at_risk[i * num_timepoints + t]; - - // TODO: Remove - std::cout << num_samples_at_risk_right_child << " "; - } - // TODO: Remove - std::cout << std::endl; - double logrank = -1; if (denominator_squared != 0) { logrank = fabs(numerator / sqrt(denominator_squared)); } -// //TODO: Remove -// std::cout << "split: " << data->getUniqueDataValue(varID, i) << ", logrank " << logrank << ", numerator " -// << numerator << ", denominator_squared " << denominator_squared << std::endl; - // If better than before, use this if (logrank > best_logrank) { best_value = data->getUniqueDataValue(varID, i); From c0585188ce7deca6e59ea80d4162ce882568a663 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 9 Apr 2015 12:43:19 +0200 Subject: [PATCH 160/344] survival working with left child, but still slow --- source/src/Tree/TreeSurvival.cpp | 44 ++++++++++++++------------------ 1 file changed, 19 insertions(+), 25 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index e30000a0d..4160cdc47 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -190,10 +190,12 @@ void TreeSurvival::computeDeathCounts(size_t nodeID) { ++t; } + // TODO: Check if this is okay // Now t is the survival time, add to at risk and to death if death if (t < num_timepoints) { + ++num_samples_at_risk[t]; // TODO: At risk too, if censored if (data->get(sampleID, status_varID) == 1) { - ++num_samples_at_risk[t]; + // ++num_samples_at_risk[t]; // TODO: Removed -> At risk too, if censored ++num_deaths[t]; } } @@ -359,6 +361,7 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz } } + // TODO: No extra loops? // Compute deaths in left child std::vector num_deaths_left_child((num_unique - 1) * num_timepoints); for (size_t t = 0; t < num_timepoints; ++t) { @@ -369,40 +372,34 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz } } - // TODO: Use left child! - // Compute at risk - - // Compute sum_delta first - std::vector sum_delta(num_unique * num_timepoints); + // sum delta left + std::vector sum_delta_left(num_unique * num_timepoints); for (size_t t = 0; t < num_timepoints; ++t) { size_t sum = 0; for (size_t i = 0; i < num_unique; ++i) { - size_t ii = num_unique - 1 - i; - sum += delta_at_risk[ii * num_timepoints + t]; + sum += delta_at_risk[i * num_timepoints + t]; if (t > 0) { - sum_delta[ii * num_timepoints + t] = sum_delta[ii * num_timepoints + (t - 1)] + sum; + sum_delta_left[i * num_timepoints + t] = sum_delta_left[i * num_timepoints + (t - 1)] + sum; } else { - sum_delta[ii * num_timepoints + t] = sum; + sum_delta_left[i * num_timepoints + t] = sum; } } } - // Compute at_risk in right child - std::vector num_at_risk_right_child((num_unique - 1) * num_timepoints); - size_t n_left_NEW = 0; + // Compute at_risk in left child + std::vector num_at_risk_left_child((num_unique - 1) * num_timepoints); + size_t n_left_NEW_left = 0; for (size_t i = 0; i < num_unique - 1; ++i) { - n_left_NEW += count[i]; + n_left_NEW_left += count[i]; - num_at_risk_right_child[i * num_timepoints + 0] = num_samples_node - n_left_NEW; + num_at_risk_left_child[i * num_timepoints + 0] = n_left_NEW_left; for (size_t t = 1; t < num_timepoints; ++t) { - num_at_risk_right_child[i * num_timepoints + t] = num_samples_node - n_left_NEW - - sum_delta[(i + 1) * num_timepoints + (t - 1)]; + num_at_risk_left_child[i * num_timepoints + t] = n_left_NEW_left - sum_delta_left[i * num_timepoints + (t - 1)]; } } - size_t n_left = 0; // Compute decrease of impurity for each split @@ -433,21 +430,18 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz // Compute logrank test for (size_t t = 0; t < num_timepoints; ++t) { - if (num_samples_at_risk[t] < 2 || num_at_risk_right_child[i * num_timepoints + t] < 1) { + size_t num_at_risk_right_child = num_samples_at_risk[t] - num_at_risk_left_child[i * num_timepoints + t]; + + if (num_samples_at_risk[t] < 2 || num_at_risk_right_child < 1) { break; } -// if (num_samples_at_risk[t] < 2) { -// continue; -// } - - // TODO: Use left child if (num_samples_at_risk[t] > 1 && num_deaths[t] > 0) { // Numerator and demoninator for log-rank test, notation from Ishwaran et al. double di = (double) num_deaths[t]; double di1 = (double) num_deaths_left_child[i * num_timepoints + t]; double Yi = (double) num_samples_at_risk[t]; - double Yi1 = Yi - (double) num_at_risk_right_child[i * num_timepoints + t]; + double Yi1 = (double) num_at_risk_left_child[i * num_timepoints + t]; numerator += di1 - Yi1 * (di / Yi); denominator_squared += (Yi1 / Yi) * (1.0 - Yi1 / Yi) * ((Yi - di) / (Yi - 1)) * di; } From 19bf61dae751c23b62a21221f668bbd08d83ff79 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 9 Apr 2015 13:39:59 +0200 Subject: [PATCH 161/344] remove death loop --- source/src/Tree/TreeSurvival.cpp | 51 ++++++++++++++++++-------------- 1 file changed, 29 insertions(+), 22 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 4160cdc47..8f52086f5 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -361,16 +361,27 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz } } - // TODO: No extra loops? - // Compute deaths in left child - std::vector num_deaths_left_child((num_unique - 1) * num_timepoints); - for (size_t t = 0; t < num_timepoints; ++t) { - size_t sum_death = 0; - for (size_t i = 0; i < num_unique - 1; ++i) { - sum_death += death[i * num_timepoints + t]; - num_deaths_left_child[i * num_timepoints + t] = sum_death; - } - } + // Print +// std::cout << "num_deaths_left_child2" << std::endl; +// for (size_t i = 0; i < num_unique - 1; ++i) { +// std::cout << i << ": "; +// for (size_t t = 0; t < num_timepoints; ++t) { +// std::cout << num_deaths_left_child2[i * num_timepoints + t] << " "; +// } +// std::cout << std::endl; +// } +// std::cout << std::endl; + +// Compare +// for (size_t i = 0; i < num_unique - 1; ++i) { +//// std::cout << i << ": "; +// for (size_t t = 0; t < num_timepoints; ++t) { +// if (num_deaths_left_child[i * num_timepoints + t] != num_deaths_left_child2[i * num_timepoints + t]) { +// std::cout << num_deaths_left_child[i * num_timepoints + t] << ", " +// << num_deaths_left_child2[i * num_timepoints + t] << std::endl; +// } +// } +// } // sum delta left std::vector sum_delta_left(num_unique * num_timepoints); @@ -401,7 +412,9 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz } size_t n_left = 0; + std::vector num_deaths_left_child_sum(num_timepoints); + // TODO: Only to -1? for classification/regression too! // Compute decrease of impurity for each split for (size_t i = 0; i < num_unique; ++i) { @@ -418,11 +431,6 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz break; } - // Stop if minimal node size reached - if (n_left < min_node_size || n_right < min_node_size) { - continue; - } - // Init logrank test double numerator = 0; double denominator_squared = 0; @@ -430,16 +438,15 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz // Compute logrank test for (size_t t = 0; t < num_timepoints; ++t) { - size_t num_at_risk_right_child = num_samples_at_risk[t] - num_at_risk_left_child[i * num_timepoints + t]; + // Count deaths at timepoint + num_deaths_left_child_sum[t] += death[i * num_timepoints + t]; - if (num_samples_at_risk[t] < 2 || num_at_risk_right_child < 1) { - break; - } - - if (num_samples_at_risk[t] > 1 && num_deaths[t] > 0) { + size_t num_at_risk_right_child = num_samples_at_risk[t] - num_at_risk_left_child[i * num_timepoints + t]; + if (num_samples_at_risk[t] > 1 && num_at_risk_right_child > 0 && num_deaths[t] > 0 && n_left >= min_node_size + && n_right >= min_node_size) { // Numerator and demoninator for log-rank test, notation from Ishwaran et al. double di = (double) num_deaths[t]; - double di1 = (double) num_deaths_left_child[i * num_timepoints + t]; + double di1 = (double) num_deaths_left_child_sum[t]; double Yi = (double) num_samples_at_risk[t]; double Yi1 = (double) num_at_risk_left_child[i * num_timepoints + t]; numerator += di1 - Yi1 * (di / Yi); From bc514501c0c0d7b455bd3146595482c21b6d4b0b Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 9 Apr 2015 14:19:51 +0200 Subject: [PATCH 162/344] new method working --- source/src/Tree/TreeSurvival.cpp | 71 ++++++++++++++++++++++++++++++++ 1 file changed, 71 insertions(+) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 8f52086f5..41760b20e 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -411,6 +411,77 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz } } + // TODO: Only one sum? + // New method for at risk +// std::vector num_at_risk_left_child2((num_unique - 1) * num_timepoints); +// std::vector sum_delta_left2(num_timepoints); +// std::vector sum(num_timepoints); +// size_t n_left2 = 0; +// for (size_t i = 0; i < num_unique - 1; ++i) { +// n_left2 += count[i]; +// +// sum[0] += delta_at_risk[i * num_timepoints + 0]; +// +// sum_delta_left2[0] = sum[0]; +// num_at_risk_left_child2[i * num_timepoints + 0] = n_left2; +// +// for (size_t t = 1; t < num_timepoints; ++t) { +// sum[t] += delta_at_risk[i * num_timepoints + t]; +// +// sum_delta_left2[t] = sum_delta_left2[t - 1] + sum[t]; +// +// //sum_delta_left2[t] = sum_delta_left2[t - 1] + delta_at_risk[i * num_timepoints + t]; +// num_at_risk_left_child2[i * num_timepoints + t] = n_left2 - sum_delta_left2[t - 1]; +// } +// } + + std::vector num_at_risk_left_child2((num_unique - 1) * num_timepoints); + std::vector num_at_risk_left_child_sum(num_timepoints); + size_t n_left2 = 0; + for (size_t i = 0; i < num_unique - 1; ++i) { + n_left2 += count[i]; + + num_at_risk_left_child_sum[0] += delta_at_risk[i * num_timepoints + 0]; + num_at_risk_left_child2[i * num_timepoints + 0] = n_left2; + + for (size_t t = 1; t < num_timepoints; ++t) { + num_at_risk_left_child_sum[t] += delta_at_risk[i * num_timepoints + t]; + num_at_risk_left_child2[i * num_timepoints + t] = num_at_risk_left_child2[i * num_timepoints + (t - 1)] + - num_at_risk_left_child_sum[t - 1]; + } + } + + // Print +// std::cout << "num_at_risk_left_child" << std::endl; +// for (size_t i = 0; i < num_unique - 1; ++i) { +// std::cout << i << ": "; +// for (size_t t = 0; t < num_timepoints; ++t) { +// std::cout << num_at_risk_left_child[i * num_timepoints + t] << " "; +// } +// std::cout << std::endl; +// } +// std::cout << std::endl; +// std::cout << "num_at_risk_left_child2" << std::endl; +// for (size_t i = 0; i < num_unique - 1; ++i) { +// std::cout << i << ": "; +// for (size_t t = 0; t < num_timepoints; ++t) { +// std::cout << num_at_risk_left_child2[i * num_timepoints + t] << " "; +// } +// std::cout << std::endl; +// } +// std::cout << std::endl; + + // Compare + for (size_t i = 0; i < num_unique - 1; ++i) { + // std::cout << i << ": "; + for (size_t t = 0; t < num_timepoints; ++t) { + if (num_at_risk_left_child[i * num_timepoints + t] != num_at_risk_left_child2[i * num_timepoints + t]) { + std::cout << num_at_risk_left_child[i * num_timepoints + t] << ", " + << num_at_risk_left_child2[i * num_timepoints + t] << std::endl; + } + } + } + size_t n_left = 0; std::vector num_deaths_left_child_sum(num_timepoints); From a12991b5f35cefa93e87f58fe7996af821615ef5 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 9 Apr 2015 14:52:45 +0200 Subject: [PATCH 163/344] survival finished but very slow .. --- source/src/Tree/TreeSurvival.cpp | 221 +++++-------------------------- 1 file changed, 36 insertions(+), 185 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 41760b20e..0078c5bfa 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -119,29 +119,35 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss // TODO: Here - double best_value_temp = best_value; - size_t best_varID_temp = best_varID; - double best_logrank_temp = best_logrank; +// double best_value_temp = best_value; +// size_t best_varID_temp = best_varID; +// double best_logrank_temp = best_logrank; // std::cout << "Old: " << std::endl; - findBestSplitValueLogRank(nodeID, varID, best_value, best_varID, best_logrank); +// clock_t begin = clock(); +// findBestSplitValueLogRank(nodeID, varID, best_value, best_varID, best_logrank); +// double elapsed_secs1 = 1000 * double(clock() - begin) / CLOCKS_PER_SEC; +// std::cout << "Old: " << elapsed_secs1 << "ms" << std::endl; // std::cout << "New: " << std::endl; - findBestSplitValueLogRankNew(nodeID, varID, num_samples_node, best_value_temp, best_varID_temp, - best_logrank_temp); +// begin = clock(); +// findBestSplitValueLogRankNew(nodeID, varID, num_samples_node, best_value_temp, best_varID_temp, +// best_logrank_temp); +// double elapsed_secs2 = 1000 * double(clock() - begin) / CLOCKS_PER_SEC; +// std::cout << "New: " << elapsed_secs2 << "ms" << std::endl << std::endl; // std::cout << std::endl; // std::getchar(); - if (best_logrank != best_logrank_temp && best_value != best_value_temp) { - std::cout << "best_value: " << best_value << ", " << best_value_temp << std::endl; - std::cout << "best_varID: " << best_varID << ", " << best_varID_temp << std::endl; - std::cout << "best_logrank: " << best_logrank << ", " << best_logrank_temp << std::endl; - std::cout << std::endl; - } +// if (best_logrank != best_logrank_temp && best_value != best_value_temp) { +// std::cout << "best_value: " << best_value << ", " << best_value_temp << std::endl; +// std::cout << "best_varID: " << best_varID << ", " << best_varID_temp << std::endl; +// std::cout << "best_logrank: " << best_logrank << ", " << best_logrank_temp << std::endl; +// std::cout << std::endl; +// } // findBestSplitValueLogRank(nodeID, varID, best_value, best_varID, best_logrank); -// findBestSplitValueLogRankNew(nodeID, varID, num_samples_node, best_value, best_varID, best_logrank); + findBestSplitValueLogRankNew(nodeID, varID, num_samples_node, best_value, best_varID, best_logrank); } else { findBestSplitValueLogRankUnordered(nodeID, varID, best_value, best_varID, best_logrank); @@ -252,28 +258,6 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, double computeChildDeathCounts(nodeID, varID, possible_split_values, num_samples_right_child, delta_samples_at_risk_right_child, num_deaths_right_child); -// // TODO: Remove -// std::cout << "delta_at_risk old: " << std::endl; -// for (size_t i = 0; i < num_splits; ++i) { -// std::cout << possible_split_values[i] << ": "; -// for (size_t t = 0; t < num_timepoints; ++t) { -// std::cout << delta_samples_at_risk_right_child[i * num_timepoints + t] << " "; -// } -// std::cout << std::endl; -// } -// std::cout << std::endl << std::endl; - -//// TODO: Remove -// std::cout << "death old: " << std::endl; -// for (size_t i = 0; i < num_splits; ++i) { -// std::cout << possible_split_values[i] << ": "; -// for (size_t t = 0; t < num_timepoints; ++t) { -// std::cout << num_deaths_right_child[i * num_timepoints + t] << " "; -// } -// std::cout << std::endl; -// } -// std::cout << std::endl << std::endl; - // Compute logrank test for all splits and use best for (size_t i = 0; i < num_splits; ++i) { double numerator = 0; @@ -285,10 +269,6 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, double continue; } -// // TODO: Remove -// std::cout << "split: " << possible_split_values[i] << std::endl; -// std::cout << "old at risk "; - // Compute logrank test statistic for this split size_t num_samples_at_risk_right_child = num_samples_right_child[i]; for (size_t t = 0; t < num_timepoints; ++t) { @@ -304,16 +284,9 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, double double Yi1 = (double) num_samples_at_risk_right_child; numerator += di1 - Yi1 * (di / Yi); denominator_squared += (Yi1 / Yi) * (1.0 - Yi1 / Yi) * ((Yi - di) / (Yi - 1)) * di; - - //TODO: Remove -// std::cout << "time " << t << ", di " << di << ", di1 " << di1 << ", Yi " << Yi << ", Yi1 " << Yi1 -// << ", numerator " << numerator << ", denominator_squared " << denominator_squared << std::endl; } -// // TODO: Remove -// std::cout << num_samples_at_risk_right_child << " "; - -// Reduce number of samples at risk for next timepoint + // Reduce number of samples at risk for next timepoint num_samples_at_risk_right_child -= delta_samples_at_risk_right_child[i * num_timepoints + t]; } @@ -322,10 +295,6 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, double logrank = fabs(numerator / sqrt(denominator_squared)); } -// //TODO: Remove -// std::cout << "split: " << possible_split_values[i] << ", logrank " << logrank << ", numerator " << numerator -// << ", denominator_squared " << denominator_squared << std::endl; - if (logrank > best_logrank) { best_value = possible_split_values[i]; best_varID = varID; @@ -338,12 +307,9 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, double delete[] num_samples_right_child; } -// TODO: Try without extra loop .. -// TODO: Use left counts instead of right? void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_logrank) { - // TODO: Cleanup // TODO: Stop if only one unique value? size_t num_unique = data->getNumUniqueDataValues(varID); std::vector count(num_unique); @@ -361,138 +327,17 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz } } - // Print -// std::cout << "num_deaths_left_child2" << std::endl; -// for (size_t i = 0; i < num_unique - 1; ++i) { -// std::cout << i << ": "; -// for (size_t t = 0; t < num_timepoints; ++t) { -// std::cout << num_deaths_left_child2[i * num_timepoints + t] << " "; -// } -// std::cout << std::endl; -// } -// std::cout << std::endl; - -// Compare -// for (size_t i = 0; i < num_unique - 1; ++i) { -//// std::cout << i << ": "; -// for (size_t t = 0; t < num_timepoints; ++t) { -// if (num_deaths_left_child[i * num_timepoints + t] != num_deaths_left_child2[i * num_timepoints + t]) { -// std::cout << num_deaths_left_child[i * num_timepoints + t] << ", " -// << num_deaths_left_child2[i * num_timepoints + t] << std::endl; -// } -// } -// } - - // sum delta left - std::vector sum_delta_left(num_unique * num_timepoints); - for (size_t t = 0; t < num_timepoints; ++t) { - size_t sum = 0; - for (size_t i = 0; i < num_unique; ++i) { - - sum += delta_at_risk[i * num_timepoints + t]; - if (t > 0) { - sum_delta_left[i * num_timepoints + t] = sum_delta_left[i * num_timepoints + (t - 1)] + sum; - } else { - sum_delta_left[i * num_timepoints + t] = sum; - } - } - } - - // Compute at_risk in left child - std::vector num_at_risk_left_child((num_unique - 1) * num_timepoints); - size_t n_left_NEW_left = 0; - for (size_t i = 0; i < num_unique - 1; ++i) { - n_left_NEW_left += count[i]; - - num_at_risk_left_child[i * num_timepoints + 0] = n_left_NEW_left; - - for (size_t t = 1; t < num_timepoints; ++t) { - num_at_risk_left_child[i * num_timepoints + t] = n_left_NEW_left - sum_delta_left[i * num_timepoints + (t - 1)]; - } - } - - // TODO: Only one sum? - // New method for at risk -// std::vector num_at_risk_left_child2((num_unique - 1) * num_timepoints); -// std::vector sum_delta_left2(num_timepoints); -// std::vector sum(num_timepoints); -// size_t n_left2 = 0; -// for (size_t i = 0; i < num_unique - 1; ++i) { -// n_left2 += count[i]; -// -// sum[0] += delta_at_risk[i * num_timepoints + 0]; -// -// sum_delta_left2[0] = sum[0]; -// num_at_risk_left_child2[i * num_timepoints + 0] = n_left2; -// -// for (size_t t = 1; t < num_timepoints; ++t) { -// sum[t] += delta_at_risk[i * num_timepoints + t]; -// -// sum_delta_left2[t] = sum_delta_left2[t - 1] + sum[t]; -// -// //sum_delta_left2[t] = sum_delta_left2[t - 1] + delta_at_risk[i * num_timepoints + t]; -// num_at_risk_left_child2[i * num_timepoints + t] = n_left2 - sum_delta_left2[t - 1]; -// } -// } - - std::vector num_at_risk_left_child2((num_unique - 1) * num_timepoints); - std::vector num_at_risk_left_child_sum(num_timepoints); - size_t n_left2 = 0; - for (size_t i = 0; i < num_unique - 1; ++i) { - n_left2 += count[i]; - - num_at_risk_left_child_sum[0] += delta_at_risk[i * num_timepoints + 0]; - num_at_risk_left_child2[i * num_timepoints + 0] = n_left2; - - for (size_t t = 1; t < num_timepoints; ++t) { - num_at_risk_left_child_sum[t] += delta_at_risk[i * num_timepoints + t]; - num_at_risk_left_child2[i * num_timepoints + t] = num_at_risk_left_child2[i * num_timepoints + (t - 1)] - - num_at_risk_left_child_sum[t - 1]; - } - } - - // Print -// std::cout << "num_at_risk_left_child" << std::endl; -// for (size_t i = 0; i < num_unique - 1; ++i) { -// std::cout << i << ": "; -// for (size_t t = 0; t < num_timepoints; ++t) { -// std::cout << num_at_risk_left_child[i * num_timepoints + t] << " "; -// } -// std::cout << std::endl; -// } -// std::cout << std::endl; -// std::cout << "num_at_risk_left_child2" << std::endl; -// for (size_t i = 0; i < num_unique - 1; ++i) { -// std::cout << i << ": "; -// for (size_t t = 0; t < num_timepoints; ++t) { -// std::cout << num_at_risk_left_child2[i * num_timepoints + t] << " "; -// } -// std::cout << std::endl; -// } -// std::cout << std::endl; - - // Compare - for (size_t i = 0; i < num_unique - 1; ++i) { - // std::cout << i << ": "; - for (size_t t = 0; t < num_timepoints; ++t) { - if (num_at_risk_left_child[i * num_timepoints + t] != num_at_risk_left_child2[i * num_timepoints + t]) { - std::cout << num_at_risk_left_child[i * num_timepoints + t] << ", " - << num_at_risk_left_child2[i * num_timepoints + t] << std::endl; - } - } - } - - size_t n_left = 0; - std::vector num_deaths_left_child_sum(num_timepoints); - // TODO: Only to -1? for classification/regression too! // Compute decrease of impurity for each split + size_t n_left = 0; + std::vector num_deaths_left_child_sum(num_timepoints); + std::vector num_at_risk_left_child_sum(num_timepoints); for (size_t i = 0; i < num_unique; ++i) { // Stop if nothing here -// if (count[i] == 0) { -// continue; -// } + if (count[i] == 0) { + continue; + } n_left += count[i]; @@ -502,24 +347,30 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz break; } - // Init logrank test + // Compute logrank test double numerator = 0; double denominator_squared = 0; + size_t num_at_risk_left_child = n_left; - // Compute logrank test for (size_t t = 0; t < num_timepoints; ++t) { // Count deaths at timepoint num_deaths_left_child_sum[t] += death[i * num_timepoints + t]; - size_t num_at_risk_right_child = num_samples_at_risk[t] - num_at_risk_left_child[i * num_timepoints + t]; + // Count at risk at timepoint + num_at_risk_left_child_sum[t] += delta_at_risk[i * num_timepoints + t]; + if (t > 0) { + num_at_risk_left_child -= num_at_risk_left_child_sum[t - 1]; + } + + size_t num_at_risk_right_child = num_samples_at_risk[t] - num_at_risk_left_child; if (num_samples_at_risk[t] > 1 && num_at_risk_right_child > 0 && num_deaths[t] > 0 && n_left >= min_node_size && n_right >= min_node_size) { // Numerator and demoninator for log-rank test, notation from Ishwaran et al. double di = (double) num_deaths[t]; double di1 = (double) num_deaths_left_child_sum[t]; double Yi = (double) num_samples_at_risk[t]; - double Yi1 = (double) num_at_risk_left_child[i * num_timepoints + t]; + double Yi1 = (double) num_at_risk_left_child; numerator += di1 - Yi1 * (di / Yi); denominator_squared += (Yi1 / Yi) * (1.0 - Yi1 / Yi) * ((Yi - di) / (Yi - 1)) * di; } From 6bccd419efe9ff9ff65c6741bb21af6aa684ba23 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 9 Apr 2015 15:20:16 +0200 Subject: [PATCH 164/344] use arrays for surivval --- source/src/Tree/TreeSurvival.cpp | 63 +++++++++++++++++++------------- 1 file changed, 38 insertions(+), 25 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 0078c5bfa..7d1e6d8a2 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -119,25 +119,22 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss // TODO: Here -// double best_value_temp = best_value; -// size_t best_varID_temp = best_varID; -// double best_logrank_temp = best_logrank; - -// std::cout << "Old: " << std::endl; -// clock_t begin = clock(); -// findBestSplitValueLogRank(nodeID, varID, best_value, best_varID, best_logrank); -// double elapsed_secs1 = 1000 * double(clock() - begin) / CLOCKS_PER_SEC; -// std::cout << "Old: " << elapsed_secs1 << "ms" << std::endl; - -// std::cout << "New: " << std::endl; -// begin = clock(); -// findBestSplitValueLogRankNew(nodeID, varID, num_samples_node, best_value_temp, best_varID_temp, -// best_logrank_temp); -// double elapsed_secs2 = 1000 * double(clock() - begin) / CLOCKS_PER_SEC; -// std::cout << "New: " << elapsed_secs2 << "ms" << std::endl << std::endl; - -// std::cout << std::endl; -// std::getchar(); + double best_value_temp = best_value; + size_t best_varID_temp = best_varID; + double best_logrank_temp = best_logrank; + + std::cout << "Old: " << std::endl; + clock_t begin = clock(); + findBestSplitValueLogRank(nodeID, varID, best_value, best_varID, best_logrank); + double elapsed_secs1 = 1000 * double(clock() - begin) / CLOCKS_PER_SEC; + std::cout << "Old: " << elapsed_secs1 << "ms" << std::endl; + + std::cout << "New: " << std::endl; + begin = clock(); + findBestSplitValueLogRankNew(nodeID, varID, num_samples_node, best_value_temp, best_varID_temp, + best_logrank_temp); + double elapsed_secs2 = 1000 * double(clock() - begin) / CLOCKS_PER_SEC; + std::cout << "New: " << elapsed_secs2 << "ms" << std::endl << std::endl; // if (best_logrank != best_logrank_temp && best_value != best_value_temp) { // std::cout << "best_value: " << best_value << ", " << best_value_temp << std::endl; @@ -147,7 +144,7 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss // } // findBestSplitValueLogRank(nodeID, varID, best_value, best_varID, best_logrank); - findBestSplitValueLogRankNew(nodeID, varID, num_samples_node, best_value, best_varID, best_logrank); +// findBestSplitValueLogRankNew(nodeID, varID, num_samples_node, best_value, best_varID, best_logrank); } else { findBestSplitValueLogRankUnordered(nodeID, varID, best_value, best_varID, best_logrank); @@ -312,9 +309,13 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz // TODO: Stop if only one unique value? size_t num_unique = data->getNumUniqueDataValues(varID); - std::vector count(num_unique); - std::vector death(num_unique * num_timepoints); - std::vector delta_at_risk(num_unique * num_timepoints); +// std::vector count(num_unique); +// std::vector death(num_unique * num_timepoints); +// std::vector delta_at_risk(num_unique * num_timepoints); + + size_t* count = new size_t[num_unique](); + size_t* death = new size_t[num_unique * num_timepoints](); + size_t* delta_at_risk = new size_t[num_unique * num_timepoints](); for (auto& sampleID : sampleIDs[nodeID]) { size_t index = data->getIndex(sampleID, varID); @@ -330,8 +331,12 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz // TODO: Only to -1? for classification/regression too! // Compute decrease of impurity for each split size_t n_left = 0; - std::vector num_deaths_left_child_sum(num_timepoints); - std::vector num_at_risk_left_child_sum(num_timepoints); +// std::vector num_deaths_left_child_sum(num_timepoints); +// std::vector num_at_risk_left_child_sum(num_timepoints); + + size_t* num_deaths_left_child_sum = new size_t[num_timepoints](); + size_t* num_at_risk_left_child_sum = new size_t[num_timepoints](); + for (size_t i = 0; i < num_unique; ++i) { // Stop if nothing here @@ -388,6 +393,14 @@ void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, siz best_logrank = logrank; } } + + delete[] num_deaths_left_child_sum; + delete[] num_at_risk_left_child_sum; + + delete[] count; + delete[] death; + delete[] delta_at_risk; + } void TreeSurvival::findBestSplitValueLogRankUnordered(size_t nodeID, size_t varID, double& best_value, From bbf7494df4fc6181f35c1a0cf55f78f7cbc37fe8 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 9 Apr 2015 15:22:13 +0200 Subject: [PATCH 165/344] remove new survival method again --- source/src/Tree/TreeSurvival.cpp | 128 ------------------------------- source/src/Tree/TreeSurvival.h | 2 - 2 files changed, 130 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 7d1e6d8a2..3bf7acc0c 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -116,36 +116,7 @@ bool TreeSurvival::findBestSplitLogRank(size_t nodeID, std::vector& poss // Find best split value, if ordered consider all values as split values, else all 2-partitions if ((*is_ordered_variable)[varID]) { - - // TODO: Here - - double best_value_temp = best_value; - size_t best_varID_temp = best_varID; - double best_logrank_temp = best_logrank; - - std::cout << "Old: " << std::endl; - clock_t begin = clock(); findBestSplitValueLogRank(nodeID, varID, best_value, best_varID, best_logrank); - double elapsed_secs1 = 1000 * double(clock() - begin) / CLOCKS_PER_SEC; - std::cout << "Old: " << elapsed_secs1 << "ms" << std::endl; - - std::cout << "New: " << std::endl; - begin = clock(); - findBestSplitValueLogRankNew(nodeID, varID, num_samples_node, best_value_temp, best_varID_temp, - best_logrank_temp); - double elapsed_secs2 = 1000 * double(clock() - begin) / CLOCKS_PER_SEC; - std::cout << "New: " << elapsed_secs2 << "ms" << std::endl << std::endl; - -// if (best_logrank != best_logrank_temp && best_value != best_value_temp) { -// std::cout << "best_value: " << best_value << ", " << best_value_temp << std::endl; -// std::cout << "best_varID: " << best_varID << ", " << best_varID_temp << std::endl; -// std::cout << "best_logrank: " << best_logrank << ", " << best_logrank_temp << std::endl; -// std::cout << std::endl; -// } - -// findBestSplitValueLogRank(nodeID, varID, best_value, best_varID, best_logrank); -// findBestSplitValueLogRankNew(nodeID, varID, num_samples_node, best_value, best_varID, best_logrank); - } else { findBestSplitValueLogRankUnordered(nodeID, varID, best_value, best_varID, best_logrank); } @@ -304,105 +275,6 @@ void TreeSurvival::findBestSplitValueLogRank(size_t nodeID, size_t varID, double delete[] num_samples_right_child; } -void TreeSurvival::findBestSplitValueLogRankNew(size_t nodeID, size_t varID, size_t num_samples_node, - double& best_value, size_t& best_varID, double& best_logrank) { - - // TODO: Stop if only one unique value? - size_t num_unique = data->getNumUniqueDataValues(varID); -// std::vector count(num_unique); -// std::vector death(num_unique * num_timepoints); -// std::vector delta_at_risk(num_unique * num_timepoints); - - size_t* count = new size_t[num_unique](); - size_t* death = new size_t[num_unique * num_timepoints](); - size_t* delta_at_risk = new size_t[num_unique * num_timepoints](); - - for (auto& sampleID : sampleIDs[nodeID]) { - size_t index = data->getIndex(sampleID, varID); - size_t survival_timeID = (*response_timepointIDs)[sampleID]; - - ++count[index]; - ++delta_at_risk[index * num_timepoints + survival_timeID]; - if (data->get(sampleID, status_varID) == 1) { - ++death[index * num_timepoints + survival_timeID]; - } - } - - // TODO: Only to -1? for classification/regression too! - // Compute decrease of impurity for each split - size_t n_left = 0; -// std::vector num_deaths_left_child_sum(num_timepoints); -// std::vector num_at_risk_left_child_sum(num_timepoints); - - size_t* num_deaths_left_child_sum = new size_t[num_timepoints](); - size_t* num_at_risk_left_child_sum = new size_t[num_timepoints](); - - for (size_t i = 0; i < num_unique; ++i) { - - // Stop if nothing here - if (count[i] == 0) { - continue; - } - - n_left += count[i]; - - // Stop if right child empty - size_t n_right = num_samples_node - n_left; - if (n_right == 0) { - break; - } - - // Compute logrank test - double numerator = 0; - double denominator_squared = 0; - size_t num_at_risk_left_child = n_left; - - for (size_t t = 0; t < num_timepoints; ++t) { - - // Count deaths at timepoint - num_deaths_left_child_sum[t] += death[i * num_timepoints + t]; - - // Count at risk at timepoint - num_at_risk_left_child_sum[t] += delta_at_risk[i * num_timepoints + t]; - if (t > 0) { - num_at_risk_left_child -= num_at_risk_left_child_sum[t - 1]; - } - - size_t num_at_risk_right_child = num_samples_at_risk[t] - num_at_risk_left_child; - if (num_samples_at_risk[t] > 1 && num_at_risk_right_child > 0 && num_deaths[t] > 0 && n_left >= min_node_size - && n_right >= min_node_size) { - // Numerator and demoninator for log-rank test, notation from Ishwaran et al. - double di = (double) num_deaths[t]; - double di1 = (double) num_deaths_left_child_sum[t]; - double Yi = (double) num_samples_at_risk[t]; - double Yi1 = (double) num_at_risk_left_child; - numerator += di1 - Yi1 * (di / Yi); - denominator_squared += (Yi1 / Yi) * (1.0 - Yi1 / Yi) * ((Yi - di) / (Yi - 1)) * di; - } - } - - double logrank = -1; - if (denominator_squared != 0) { - logrank = fabs(numerator / sqrt(denominator_squared)); - } - - // If better than before, use this - if (logrank > best_logrank) { - best_value = data->getUniqueDataValue(varID, i); - best_varID = varID; - best_logrank = logrank; - } - } - - delete[] num_deaths_left_child_sum; - delete[] num_at_risk_left_child_sum; - - delete[] count; - delete[] death; - delete[] delta_at_risk; - -} - void TreeSurvival::findBestSplitValueLogRankUnordered(size_t nodeID, size_t varID, double& best_value, size_t& best_varID, double& best_logrank) { diff --git a/source/src/Tree/TreeSurvival.h b/source/src/Tree/TreeSurvival.h index 694e3a800..d3d618e9b 100644 --- a/source/src/Tree/TreeSurvival.h +++ b/source/src/Tree/TreeSurvival.h @@ -70,8 +70,6 @@ class TreeSurvival: public Tree { size_t* num_samples_right_child, size_t* num_samples_at_risk_right_child, size_t* num_deaths_right_child); void findBestSplitValueLogRank(size_t nodeID, size_t varID, double& best_value, size_t& best_varID, double& best_logrank); - void findBestSplitValueLogRankNew(size_t nodeID, size_t varID, size_t num_samples_node, double& best_value, - size_t& best_varID, double& best_logrank); void findBestSplitValueLogRankUnordered(size_t nodeID, size_t varID, double& best_value, size_t& best_varID, double& best_logrank); From 21c5bf9bfe78875f42c0561091ed194ad1439421 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 9 Apr 2015 15:31:36 +0200 Subject: [PATCH 166/344] loop only until num unique -1 --- source/src/Tree/TreeClassification.cpp | 3 ++- source/src/Tree/TreeProbability.cpp | 2 +- source/src/Tree/TreeRegression.cpp | 2 +- 3 files changed, 4 insertions(+), 3 deletions(-) diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index e8d32be51..22fdd8dcf 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -259,6 +259,7 @@ void TreeClassification::findBestSplitValueSmallQ(size_t nodeID, size_t varID, s void TreeClassification::findBestSplitValueLargeQ(size_t nodeID, size_t varID, size_t num_classes, size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { + // TODO: Try arrays // TODO: Stop if only one unique value? size_t num_unique = data->getNumUniqueDataValues(varID); std::vector count(num_unique); @@ -276,7 +277,7 @@ void TreeClassification::findBestSplitValueLargeQ(size_t nodeID, size_t varID, s std::vector class_counts_left(num_classes); // Compute decrease of impurity for each split - for (size_t i = 0; i < num_unique; ++i) { + for (size_t i = 0; i < num_unique-1; ++i) { // Stop if nothing here if (count[i] == 0) { diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index a2fd5dc5e..7c1ac52a1 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -268,7 +268,7 @@ void TreeProbability::findBestSplitValueLargeQ(size_t nodeID, size_t varID, doub double sum_left = 0; // Compute decrease of impurity for each split - for (size_t i = 0; i < num_unique; ++i) { + for (size_t i = 0; i < num_unique-1; ++i) { // Stop if nothing here if (count[i] == 0) { diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index 6c6457976..24f41c870 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -236,7 +236,7 @@ void TreeRegression::findBestSplitValueLargeQ(size_t nodeID, size_t varID, doubl double sum_left = 0; // Compute decrease of impurity for each split - for (size_t i = 0; i < num_unique; ++i) { + for (size_t i = 0; i < num_unique-1; ++i) { // Stop if nothing here if (count[i] == 0) { From 8f75fe68d44eee9fbafca6ba862cdf7d6451bf83 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 9 Apr 2015 15:34:50 +0200 Subject: [PATCH 167/344] dont sort data for survival --- source/src/Forest/Forest.cpp | 7 +------ source/src/Forest/ForestClassification.cpp | 5 +++++ source/src/Forest/ForestProbability.cpp | 5 +++++ source/src/Forest/ForestRegression.cpp | 8 +++++++- 4 files changed, 18 insertions(+), 7 deletions(-) diff --git a/source/src/Forest/Forest.cpp b/source/src/Forest/Forest.cpp index e6facf6ab..1b73da8b9 100644 --- a/source/src/Forest/Forest.cpp +++ b/source/src/Forest/Forest.cpp @@ -185,6 +185,7 @@ void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, D this->memory_mode = memory_mode; this->prediction_mode = prediction_mode; this->sample_with_replacement = sample_with_replacement; + this->memory_saving_splitting = memory_saving_splitting; // Set number of samples and variables num_samples = data->getNumRows(); @@ -217,12 +218,6 @@ void Forest::init(std::string dependent_variable_name, MemoryMode memory_mode, D if (this->mtry > num_variables - 1) { throw std::runtime_error("mtry can not be larger than number of variables in data."); } - - // TODO: Call function from data? - this->memory_saving_splitting = memory_saving_splitting; - if (!memory_saving_splitting) { - data->sort(); - } } void Forest::run(bool verbose) { diff --git a/source/src/Forest/ForestClassification.cpp b/source/src/Forest/ForestClassification.cpp index 7d43d1537..bf1fe87a4 100644 --- a/source/src/Forest/ForestClassification.cpp +++ b/source/src/Forest/ForestClassification.cpp @@ -93,6 +93,11 @@ void ForestClassification::initInternal(std::string status_variable_name) { response_classIDs.push_back(classID); } } + + // Sort data if memory saving mode + if (!memory_saving_splitting) { + data->sort(); + } } void ForestClassification::growInternal() { diff --git a/source/src/Forest/ForestProbability.cpp b/source/src/Forest/ForestProbability.cpp index 5639a442a..c8299b4fc 100644 --- a/source/src/Forest/ForestProbability.cpp +++ b/source/src/Forest/ForestProbability.cpp @@ -94,6 +94,11 @@ void ForestProbability::initInternal(std::string status_variable_name) { response_classIDs.push_back(classID); } } + + // Sort data if memory saving mode + if (!memory_saving_splitting) { + data->sort(); + } } void ForestProbability::growInternal() { diff --git a/source/src/Forest/ForestRegression.cpp b/source/src/Forest/ForestRegression.cpp index 3e2ea71e4..690d6ca4b 100644 --- a/source/src/Forest/ForestRegression.cpp +++ b/source/src/Forest/ForestRegression.cpp @@ -43,7 +43,8 @@ ForestRegression::~ForestRegression() { void ForestRegression::loadForest(size_t dependent_varID, size_t num_trees, std::vector> >& forest_child_nodeIDs, - std::vector>& forest_split_varIDs, std::vector>& forest_split_values, std::vector& is_ordered_variable) { + std::vector>& forest_split_varIDs, std::vector>& forest_split_values, + std::vector& is_ordered_variable) { this->dependent_varID = dependent_varID; this->num_trees = num_trees; @@ -73,6 +74,11 @@ void ForestRegression::initInternal(std::string status_variable_name) { if (min_node_size == 0) { min_node_size = DEFAULT_MIN_NODE_SIZE_REGRESSION; } + + // Sort data if memory saving mode + if (!memory_saving_splitting) { + data->sort(); + } } void ForestRegression::growInternal() { From 3b1ff792d029ae496da5366f8408b5956fe18567 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 9 Apr 2015 16:11:37 +0200 Subject: [PATCH 168/344] remove comments --- source/src/Tree/TreeClassification.cpp | 1 - source/src/Tree/TreeProbability.cpp | 1 - source/src/Tree/TreeRegression.cpp | 1 - 3 files changed, 3 deletions(-) diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 22fdd8dcf..8434344e1 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -260,7 +260,6 @@ void TreeClassification::findBestSplitValueLargeQ(size_t nodeID, size_t varID, s size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { // TODO: Try arrays - // TODO: Stop if only one unique value? size_t num_unique = data->getNumUniqueDataValues(varID); std::vector count(num_unique); std::vector class_counts_per_value(num_classes * num_unique); diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index 7c1ac52a1..28484ac71 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -252,7 +252,6 @@ void TreeProbability::findBestSplitValueSmallQ(size_t nodeID, size_t varID, doub void TreeProbability::findBestSplitValueLargeQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { - // TODO: Stop if only one unique value? size_t num_unique = data->getNumUniqueDataValues(varID); std::vector count(num_unique); std::vector sums(num_unique); diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index 24f41c870..becab422c 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -220,7 +220,6 @@ void TreeRegression::findBestSplitValueSmallQ(size_t nodeID, size_t varID, doubl void TreeRegression::findBestSplitValueLargeQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { - // TODO: Stop if only one unique value? size_t num_unique = data->getNumUniqueDataValues(varID); std::vector count(num_unique); std::vector sums(num_unique); From 2c5a248437966e4ae8020ff79c61a5a94382a3e4 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 9 Apr 2015 16:18:06 +0200 Subject: [PATCH 169/344] use arrays for splitting --- source/src/Tree/TreeClassification.cpp | 11 +++++++---- source/src/Tree/TreeProbability.cpp | 9 ++++++--- source/src/Tree/TreeRegression.cpp | 9 ++++++--- 3 files changed, 19 insertions(+), 10 deletions(-) diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index 8434344e1..ff2187ba5 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -259,10 +259,9 @@ void TreeClassification::findBestSplitValueSmallQ(size_t nodeID, size_t varID, s void TreeClassification::findBestSplitValueLargeQ(size_t nodeID, size_t varID, size_t num_classes, size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { - // TODO: Try arrays size_t num_unique = data->getNumUniqueDataValues(varID); - std::vector count(num_unique); - std::vector class_counts_per_value(num_classes * num_unique); + size_t* count = new size_t[num_unique](); + size_t* class_counts_per_value = new size_t[num_classes * num_unique](); for (auto& sampleID : sampleIDs[nodeID]) { size_t index = data->getIndex(sampleID, varID); @@ -273,7 +272,7 @@ void TreeClassification::findBestSplitValueLargeQ(size_t nodeID, size_t varID, s } size_t n_left = 0; - std::vector class_counts_left(num_classes); + size_t* class_counts_left = new size_t[num_classes](); // Compute decrease of impurity for each split for (size_t i = 0; i < num_unique-1; ++i) { @@ -312,6 +311,10 @@ void TreeClassification::findBestSplitValueLargeQ(size_t nodeID, size_t varID, s best_decrease = decrease; } } + + delete[] count; + delete[] class_counts_per_value; + delete[] class_counts_left; } void TreeClassification::findBestSplitValueUnordered(size_t nodeID, size_t varID, size_t num_classes, diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index 28484ac71..2bf08faf8 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -253,8 +253,8 @@ void TreeProbability::findBestSplitValueLargeQ(size_t nodeID, size_t varID, doub double& best_value, size_t& best_varID, double& best_decrease) { size_t num_unique = data->getNumUniqueDataValues(varID); - std::vector count(num_unique); - std::vector sums(num_unique); + size_t* count = new size_t[num_unique](); + double* sums = new double[num_unique](); for (auto& sampleID : sampleIDs[nodeID]) { size_t index = data->getIndex(sampleID, varID); @@ -267,7 +267,7 @@ void TreeProbability::findBestSplitValueLargeQ(size_t nodeID, size_t varID, doub double sum_left = 0; // Compute decrease of impurity for each split - for (size_t i = 0; i < num_unique-1; ++i) { + for (size_t i = 0; i < num_unique - 1; ++i) { // Stop if nothing here if (count[i] == 0) { @@ -293,6 +293,9 @@ void TreeProbability::findBestSplitValueLargeQ(size_t nodeID, size_t varID, doub best_decrease = decrease; } } + + delete[] count; + delete[] sums; } void TreeProbability::findBestSplitValueUnordered(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index becab422c..9e56662a6 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -221,8 +221,8 @@ void TreeRegression::findBestSplitValueLargeQ(size_t nodeID, size_t varID, doubl double& best_value, size_t& best_varID, double& best_decrease) { size_t num_unique = data->getNumUniqueDataValues(varID); - std::vector count(num_unique); - std::vector sums(num_unique); + size_t* count = new size_t[num_unique](); + double* sums = new double[num_unique](); for (auto& sampleID : sampleIDs[nodeID]) { size_t index = data->getIndex(sampleID, varID); @@ -235,7 +235,7 @@ void TreeRegression::findBestSplitValueLargeQ(size_t nodeID, size_t varID, doubl double sum_left = 0; // Compute decrease of impurity for each split - for (size_t i = 0; i < num_unique-1; ++i) { + for (size_t i = 0; i < num_unique - 1; ++i) { // Stop if nothing here if (count[i] == 0) { @@ -261,6 +261,9 @@ void TreeRegression::findBestSplitValueLargeQ(size_t nodeID, size_t varID, doubl best_decrease = decrease; } } + + delete[] count; + delete[] sums; } void TreeRegression::findBestSplitValueUnordered(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, From 99e1b9e4e3ed0b48671bf75d9716d9fb3098da17 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 9 Apr 2015 16:40:04 +0200 Subject: [PATCH 170/344] clean up --- source/src/utility/Data.cpp | 6 ++++-- source/src/utility/Data.h | 4 ---- 2 files changed, 4 insertions(+), 6 deletions(-) diff --git a/source/src/utility/Data.cpp b/source/src/utility/Data.cpp index dc400a60d..ee268f874 100644 --- a/source/src/utility/Data.cpp +++ b/source/src/utility/Data.cpp @@ -193,19 +193,21 @@ void Data::sort() { // For all columns, get unique values and save index for each observation for (size_t col = 0; col < num_cols_no_sparse; ++col) { - // TODO: More efficient way? Without sort and find! + // Get all unique values std::vector unique_values(num_rows); for (size_t row = 0; row < num_rows; ++row) { unique_values[row] = get(row, col); } - // std::copy(data + col * num_rows, data + (col + 1) * num_rows, unique_values); std::sort(unique_values.begin(), unique_values.end()); unique_values.erase(unique(unique_values.begin(), unique_values.end()), unique_values.end()); + + // Get index of unique value for (size_t row = 0; row < num_rows; ++row) { size_t idx = std::find(unique_values.begin(), unique_values.end(), get(row, col)) - unique_values.begin(); index_data[col * num_rows + row] = idx; } + // Save unique values unique_data_values.push_back(unique_values); } } diff --git a/source/src/utility/Data.h b/source/src/utility/Data.h index c75f0439a..ddb1bef8b 100644 --- a/source/src/utility/Data.h +++ b/source/src/utility/Data.h @@ -65,7 +65,6 @@ class Data { } } - // TODO: Used? double getUniqueDataValue(size_t varID, size_t index) const { if (varID < num_cols_no_sparse) { return unique_data_values[varID][index]; @@ -107,10 +106,7 @@ class Data { bool externalData; - // TODO: Need normal data still? - // TODO: Dont need all three! size_t* index_data; - // TODO: Really need this? Just use index everywhere! std::vector> unique_data_values; private: From 2406e3bb759923cc583a97f7a4804fa9abcd47a7 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 9 Apr 2015 17:30:17 +0200 Subject: [PATCH 171/344] doc --- CHANGELOG | 2 ++ R_package/ranger/DESCRIPTION | 4 ++-- R_package/ranger/R/ranger.R | 2 +- 3 files changed, 5 insertions(+), 3 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index eaa75cc9b..792ea13f0 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,6 +1,8 @@ ## ----------------------------------------------------------------------- ## ## Next version ## ----------------------------------------------------------------------- ## +- Speedup growing for continuous covariates +- Add memory save option to save memory for very large datasets (but slower) - Remove memory mode option from R version since no performance gain ## ----------------------------------------------------------------------- ## diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 63f04e197..f83f21b9d 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,8 +1,8 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.1.9.97 -Date: 2015-04-07 +Version: 0.1.9.98 +Date: 2015-04-09 Author: Marvin N. Wright Maintainer: Marvin N. Wright Description: Ranger is a fast implementation of Random Forests, particularly suited for high diff --git a/R_package/ranger/R/ranger.R b/R_package/ranger/R/ranger.R index d993d12ed..bcb3c21ec 100644 --- a/R_package/ranger/R/ranger.R +++ b/R_package/ranger/R/ranger.R @@ -48,7 +48,7 @@ ##' ##' For a large number of variables and data frame as input data the formula interface can be slow. ##' Alternatively dependent.variable.name (and status.variable.name for survival) can be used. -##' Consider setting \code{save.memory = TRUE} if you encounter memory problems. +##' Consider setting \code{save.memory = TRUE} if you encounter memory problems for very large datasets. ##' ##' For GWAS data consider combining \code{ranger} with the \code{GenABEL} package. ##' See the Examples section below for a demonstration using \code{Plink} data. From 65d25276349247d065213e7cb8b6346aafdb5e99 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 9 Apr 2015 17:47:35 +0200 Subject: [PATCH 172/344] remove comments from survival --- source/src/Tree/TreeSurvival.cpp | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/source/src/Tree/TreeSurvival.cpp b/source/src/Tree/TreeSurvival.cpp index 3bf7acc0c..ed409fe6e 100644 --- a/source/src/Tree/TreeSurvival.cpp +++ b/source/src/Tree/TreeSurvival.cpp @@ -164,12 +164,10 @@ void TreeSurvival::computeDeathCounts(size_t nodeID) { ++t; } - // TODO: Check if this is okay // Now t is the survival time, add to at risk and to death if death if (t < num_timepoints) { - ++num_samples_at_risk[t]; // TODO: At risk too, if censored + ++num_samples_at_risk[t]; if (data->get(sampleID, status_varID) == 1) { - // ++num_samples_at_risk[t]; // TODO: Removed -> At risk too, if censored ++num_deaths[t]; } } From c58bdf271553b50615cadd571bfbaad74b41686c Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 9 Apr 2015 18:11:00 +0200 Subject: [PATCH 173/344] add test version --- R_package/ranger/DESCRIPTION | 2 +- source/src/version.h | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index f83f21b9d..a4f8d2254 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,7 +1,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.1.9.98 +Version: 0.1.9.99.0.5 Date: 2015-04-09 Author: Marvin N. Wright Maintainer: Marvin N. Wright diff --git a/source/src/version.h b/source/src/version.h index ea8df468b..8a2469aae 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.1.9.98" +#define RANGER_VERSION "0.1.9.99.0.5" #endif From 5f1706ad93bed35e0b7ebd44e65afb951418bf61 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 14 Apr 2015 08:42:23 +0200 Subject: [PATCH 174/344] q value for classification --- R_package/ranger/DESCRIPTION | 4 ++-- source/src/globals.h | 2 +- source/src/version.h | 2 +- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index a4f8d2254..4ffdd1c7b 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,8 +1,8 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.1.9.99.0.5 -Date: 2015-04-09 +Version: 0.1.9.99.0.025 +Date: 2015-04-14 Author: Marvin N. Wright Maintainer: Marvin N. Wright Description: Ranger is a fast implementation of Random Forests, particularly suited for high diff --git a/source/src/globals.h b/source/src/globals.h index 814fe81f1..8c5fa9b76 100644 --- a/source/src/globals.h +++ b/source/src/globals.h @@ -80,6 +80,6 @@ const double STATUS_INTERVAL = 30.0; // TODO: Other value for other tree types? // Threshold for q value split method switch -const double Q_THRESHOLD = 0.5; +const double Q_THRESHOLD = 0.02; #endif /* GLOBALS_H_ */ diff --git a/source/src/version.h b/source/src/version.h index 8a2469aae..bfcac8203 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.1.9.99.0.5" +#define RANGER_VERSION "0.1.9.99.0.02" #endif From 3b4cb3041f0f1b1e06f7413de63b4383084ce7a8 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 14 Apr 2015 09:40:04 +0200 Subject: [PATCH 175/344] finish newsplit --- R_package/ranger/DESCRIPTION | 2 +- source/src/globals.h | 1 - source/src/version.h | 2 +- 3 files changed, 2 insertions(+), 3 deletions(-) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 4ffdd1c7b..762940a7e 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,7 +1,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.1.9.99.0.025 +Version: 0.1.9.99 Date: 2015-04-14 Author: Marvin N. Wright Maintainer: Marvin N. Wright diff --git a/source/src/globals.h b/source/src/globals.h index 8c5fa9b76..9544792a2 100644 --- a/source/src/globals.h +++ b/source/src/globals.h @@ -78,7 +78,6 @@ const uint DEFAULT_MIN_NODE_SIZE_PROBABILITY = 10; // Interval to print progress in seconds const double STATUS_INTERVAL = 30.0; -// TODO: Other value for other tree types? // Threshold for q value split method switch const double Q_THRESHOLD = 0.02; diff --git a/source/src/version.h b/source/src/version.h index bfcac8203..718dad2ca 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.1.9.99.0.02" +#define RANGER_VERSION "0.1.9.99" #endif From 89d25973dd610860671aaf3e28f87501fcd7f155 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 14 Apr 2015 12:30:36 +0200 Subject: [PATCH 176/344] add comment that formula interface impossible to use in some cases --- R_package/ranger/R/ranger.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R_package/ranger/R/ranger.R b/R_package/ranger/R/ranger.R index bcb3c21ec..a2e1a5dbd 100644 --- a/R_package/ranger/R/ranger.R +++ b/R_package/ranger/R/ranger.R @@ -46,7 +46,7 @@ ##' Weights do not need to sum up to 1, they will be normalized later. ##' The usage of \code{split.select.weights} can increase the computation times for large forests. ##' -##' For a large number of variables and data frame as input data the formula interface can be slow. +##' For a large number of variables and data frame as input data the formula interface can be slow or impossible to use. ##' Alternatively dependent.variable.name (and status.variable.name for survival) can be used. ##' Consider setting \code{save.memory = TRUE} if you encounter memory problems for very large datasets. ##' From 46bd44ca5702b4e09135aed3a4eb91f04c3d1584 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 14 Apr 2015 12:45:03 +0200 Subject: [PATCH 177/344] merge new splitting method -> v0.1.9 --- CHANGELOG | 2 +- R_package/ranger/DESCRIPTION | 2 +- release/ranger_0.1.9.tar.gz | Bin 0 -> 42751 bytes source/src/version.h | 2 +- 4 files changed, 3 insertions(+), 3 deletions(-) create mode 100644 release/ranger_0.1.9.tar.gz diff --git a/CHANGELOG b/CHANGELOG index 792ea13f0..3917bb4f3 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,5 +1,5 @@ ## ----------------------------------------------------------------------- ## -## Next version +## Version 0.1.9 ## ----------------------------------------------------------------------- ## - Speedup growing for continuous covariates - Add memory save option to save memory for very large datasets (but slower) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 762940a7e..76599aa46 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,7 +1,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.1.9.99 +Version: 0.1.9 Date: 2015-04-14 Author: Marvin N. 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Wright Maintainer: Marvin N. Wright -Description: Ranger is a fast implementation of Random Forests, particularly suited for high - dimensional data. For now, ensembles of classification, regression and survival - trees are supported. With Ranger data from Genome-wide association (GWA) studies - can be analyzed efficiently. In addition to data frames, datasets of class - 'gwaa.data' (R package GenABEL) can be directly analyzed. +Description: Ranger is a fast implementation of Random Forests, particularly suited for high dimensional + data. For now, ensembles of classification, regression and survival trees are supported. With + Ranger data from Genome-wide association (GWA) studies can be analyzed efficiently. In + addition to data frames, datasets of class 'gwaa.data' (R package GenABEL) can be directly + analyzed. 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getIndex(size_t row, size_t col) const { if (col < num_cols_no_sparse) { return index_data[col * num_rows + row]; } else { // Get data out of sparse storage. -1 because of GenABEL coding. size_t idx = (col - num_cols_no_sparse) * num_rows_rounded + row; - double result = (((sparse_data[idx / 4] & mask[idx % 4]) >> offset[idx % 4]) - 1); + size_t result = (((sparse_data[idx / 4] & mask[idx % 4]) >> offset[idx % 4]) - 1); return result; } } From 140942a82c277fe37231bcbb0daa2a5192e376d8 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 14 Apr 2015 18:00:46 +0200 Subject: [PATCH 179/344] getIndex returns no double --- release/ranger_0.1.9.tar.gz | Bin 42766 -> 42764 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/release/ranger_0.1.9.tar.gz b/release/ranger_0.1.9.tar.gz index 1262ee9d78ed159da3c9e3fa0c90a078cf14a89b..310fb227fadd1ea82edbe24f44e86ea3433ff1dd 100644 GIT binary patch delta 41498 zcmXt7Ai8#lJm*tTuA@rrHRwrw^xnxwI9?(BWO^Pm6RyjSyXt!F)B 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z31MF`O;DpF+w;v(T|!T)HohC^jvmkFbz>*^qw;i7fyGI63IOB0BrAX40(6GqIeOWg zbdfadS8fa1AB5mu^^rfFQM^`n2yK;9JOM`qMi_(T%7Y3LfDT`0k#1ynLG(% z?1a}d{n(vXpRO8wokyy*97(R>W*!PVz7>KtQhyjpRRu~vwTT{|jdpG^n@t zo~yAMx>=9!!95|c@$SyL?+7#Z(HcgJJ*OqopbN5O zW7vK?jlB_r1JGXF!iw8T$!<;0%9QM1(*9c;t=_Z!H-6mA*nc;-O8f8o_@_-mk9H4# z+COUlynlqLy^JMUsQX#0G#jnPUstqmb$NZtf91dOU-|Ew{rCR^uvz>#0Qv*~?T0y4 From 9800860a75fb04e966456882cf49c5812d8ce0e8 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 17 Apr 2015 14:09:11 +0200 Subject: [PATCH 180/344] update to 0.1.9 --- README.txt | 2 +- source/.cproject | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/README.txt b/README.txt index d55434e41..68b5d5053 100644 --- a/README.txt +++ b/README.txt @@ -1,6 +1,6 @@ -Ranger 0.1.6 +Ranger 0.1.9 Written by: diff --git a/source/.cproject b/source/.cproject index 4580087ef..7c0cd1c8d 100644 --- a/source/.cproject +++ b/source/.cproject @@ -18,7 +18,7 @@ - + From 542a543154a1e43841de33821d25f4ec54446a55 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 17 Apr 2015 14:40:25 +0200 Subject: [PATCH 181/344] add new date --- R_package/ranger/DESCRIPTION | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 72e47938a..a27b95b57 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -2,14 +2,15 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests Version: 0.1.9 -Date: 2015-04-14 +Date: 2015-04-17 Author: Marvin N. Wright Maintainer: Marvin N. Wright -Description: Ranger is a fast implementation of Random Forests, particularly suited for high dimensional - data. For now, ensembles of classification, regression and survival trees are supported. With - Ranger data from Genome-wide association (GWA) studies can be analyzed efficiently. In - addition to data frames, datasets of class 'gwaa.data' (R package GenABEL) can be directly - analyzed. +Description: Ranger is a fast implementation of Random Forests, particularly + suited for high dimensional data. For now, ensembles of classification, + regression and survival trees are supported. With Ranger data from + Genome-wide association (GWA) studies can be analyzed efficiently. In + addition to data frames, datasets of class 'gwaa.data' (R package + GenABEL) can be directly analyzed. License: GPL-3 Imports: Rcpp (>= 0.11.2) LinkingTo: Rcpp From 76b3359af9aebb5b40a3a2f7ab151e1012718b19 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 17 Apr 2015 15:17:30 +0200 Subject: [PATCH 182/344] add prediction test --- R_package/test/test_ranger.R | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/R_package/test/test_ranger.R b/R_package/test/test_ranger.R index 787d9057a..77f3c710a 100644 --- a/R_package/test/test_ranger.R +++ b/R_package/test/test_ranger.R @@ -92,3 +92,9 @@ test_that("probability estimations are between 0 and 1 and sum to 1", { expect_that(all(prob$predictions > -1e-5 & prob$predictions <= 1 + 1e-5), is_true()) expect_that(rowSums(prob$predictions), equals(rep(1, nrow(prob$predictions)))) }) + +test_that("predict returns good prediction", { + rf <- ranger(Species ~ ., iris, write.forest = TRUE) + pred <- predict(rf, iris) + expect_that(mean(iris$Species == predictions(pred)), is_more_than(0.9)) +}) From d2b753c80ccfd952d105be328e36f80af89a8ab5 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 17 Apr 2015 16:08:56 +0200 Subject: [PATCH 183/344] fix classification prediction --- CHANGELOG | 5 +++++ R_package/ranger/DESCRIPTION | 2 +- release/ranger_0.2.0.tar.gz | Bin 0 -> 42755 bytes source/src/Forest/ForestClassification.cpp | 2 +- source/src/Forest/ForestProbability.cpp | 2 +- source/src/Forest/ForestRegression.cpp | 2 +- source/src/version.h | 2 +- 7 files changed, 10 insertions(+), 5 deletions(-) create mode 100644 release/ranger_0.2.0.tar.gz diff --git a/CHANGELOG b/CHANGELOG index 3917bb4f3..bb972e1ab 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,8 @@ +## ----------------------------------------------------------------------- ## +## Version 0.2.0 +## ----------------------------------------------------------------------- ## +- Fix prediction of classification forests in R + ## ----------------------------------------------------------------------- ## ## Version 0.1.9 ## ----------------------------------------------------------------------- ## diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index a27b95b57..7570c70d5 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,7 +1,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.1.9 +Version: 0.2.0 Date: 2015-04-17 Author: Marvin N. Wright Maintainer: Marvin N. 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z)apdrD4Yeq?!7iwAU}Q!>Z=(!spLWp@Uo1Jw?X6@d&U`Xf6=E#c}raneuSgw(qz3G z$+~tPe5T>-!I;PJ3M|%`)LOs_N=|m!5{r1npzq`Eqe-Uy79;8@1Q@C9dUajhxffKc zF;jF#UA|XZd8|Qirtf8klKx4YIj$MUFjmgtbX*z=u#S6RAEj3JkXmadv&gR;_w|US z@9jJIHOH;@c-i~PvMC;vo9q-rVx1ZM`|^uj6K7eSjjng(k7iR#5;wM#5LcY{HFv%4 z9+_-sw0yHLDtlOmc#72?M!ov}39XKWE}h+Q5uu!LetpoK&ofE8d_4;F{Lj=Vhoab0 zMXDs)W&)1Go9yir-l+yc=61r){wg-$t3L4zcpwi3u0Hh1p; literal 0 HcmV?d00001 diff --git a/source/src/version.h b/source/src/version.h index 14e112f2e..8e90328e7 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.2.0.72" +#define RANGER_VERSION "0.2.1" #endif From 035f430e7ebe4384578b707ff644069336be17ce Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 20 Apr 2015 17:26:33 +0200 Subject: [PATCH 188/344] add new tests and fix independnet variable names --- R_package/ranger/R/ranger.R | 4 ++-- R_package/test/test_ranger.R | 33 +++++++++++++++++++++++++++++++++ release/ranger_0.2.1.tar.gz | Bin 42917 -> 42916 bytes 3 files changed, 35 insertions(+), 2 deletions(-) diff --git a/R_package/ranger/R/ranger.R b/R_package/ranger/R/ranger.R index 2145c4933..9d0bdcd75 100644 --- a/R_package/ranger/R/ranger.R +++ b/R_package/ranger/R/ranger.R @@ -228,8 +228,8 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, } independent.variable.names <- names(data.selected)[-1] } else { - independent.variable.names <- names(data.selected)[names(data.selected) != dependent.variable.name & - names(data.selected) != status.variable.name] + independent.variable.names <- colnames(data.selected)[colnames(data.selected) != dependent.variable.name & + colnames(data.selected) != status.variable.name] } ## Input data and variable names diff --git a/R_package/test/test_ranger.R b/R_package/test/test_ranger.R index 77f3c710a..d121b17f7 100644 --- a/R_package/test/test_ranger.R +++ b/R_package/test/test_ranger.R @@ -98,3 +98,36 @@ test_that("predict returns good prediction", { pred <- predict(rf, iris) expect_that(mean(iris$Species == predictions(pred)), is_more_than(0.9)) }) + +test_that("Alternative interface works for classification", { + rf <- ranger(dependent.variable.name = "Species", data = iris) + expect_that(rf$treetype, equals("Classification")) +}) + +test_that("Alternative interface works for regression", { + rf <- ranger(dependent.variable.name = "Sepal.Length", data = iris) + expect_that(rf$treetype, equals("Regression")) +}) + +test_that("Alternative interface works for survival", { + rf <- ranger(dependent.variable.name = "time", status.variable.name = "status", data = veteran) + expect_that(rf$treetype, equals("Survival")) +}) + +test_that("Matrix interface works for classification", { + rf <- ranger(dependent.variable.name = "Species", data = data.matrix(iris), write.forest = TRUE, classification = TRUE) + expect_that(rf$treetype, equals("Classification")) + expect_that(rf$forest$independent.variable.names, equals(colnames(iris)[1:4])) +}) + +test_that("Matrix interface works for regression", { + rf <- ranger(dependent.variable.name = "Sepal.Length", data = data.matrix(iris), write.forest = TRUE) + expect_that(rf$treetype, equals("Regression")) + expect_that(rf$forest$independent.variable.names, equals(colnames(iris)[2:5])) +}) + +test_that("Matrix interface works for survival", { + rf <- ranger(dependent.variable.name = "time", status.variable.name = "status", data = veteran, write.forest = TRUE) + expect_that(rf$treetype, equals("Survival")) + expect_that(rf$forest$independent.variable.names, equals(colnames(veteran)[c(1:2, 5:8)])) +}) diff --git a/release/ranger_0.2.1.tar.gz b/release/ranger_0.2.1.tar.gz index 4ed8eb8a5f4a81c039da8941ba9f1601fa56511f..3fe0540f93cfb499bc0ddbb72a4cdbe04758f472 100644 GIT binary patch delta 42837 zcmYhiV{qQx7qA;AjcqlyZ8VK-+g9WJlE!Lm+h}YwYHZtV?A*zHp7%ZfIdk@hYxdVY 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zZCi+h^rKObekkc_3FPCI=|N6~uDaW!Ao}6z;aBiXv_w4D?TQxoEWyWj%05Hl>a^cS z!>NC1e+twLZK2Mie?{Z2IGqkCQtiVyog{rAbZo(>^&1S^7!wzO@0dz~#knr&)*+5m z7x3rs6E?7+;LW`%FDl-Jm#6~%4>bn*t1;+u9~f;Id|6+93RX65OalMkvIBKFsL%9E zyng+Y;PRP1`B{%PyXoJcOCCp#0qgiA4XP>Ide0Pm0 zzrf^&(l%W7?Z5gj-9v$$lW~k4YMFwh?IvxrG^ej?TY8C2v}9-g~Cw(8B`irqLN3Wpde-lO@?5HeU=oo#~iP*26n+PY5i$yRz;( z!pwEFhS6fzX^D5xIa#tXYCoRFUXQ^JXf1AF#qFeIx29)hO7^d5|E-Ny@7VquKW=91 zzt`4E`|rE>r%gf+cMg8uJ8b_dvUiB7y^L9?`&q0s8*7c$iuSE8k5Bop{8#=f|9!Xr N{(qI_b$tN(1OU>uATR&` From a100c2a29d89835ff32c029850d315283b85c246 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 21 Apr 2015 07:25:54 +0200 Subject: [PATCH 189/344] fix gwaa matrix classification --- R_package/ranger/DESCRIPTION | 2 +- R_package/ranger/R/ranger.R | 4 ++-- release/ranger_0.2.1.tar.gz | Bin 42916 -> 42914 bytes 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index b553b8b20..68bace757 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -2,7 +2,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests Version: 0.2.1 -Date: 2015-04-20 +Date: 2015-04-21 Author: Marvin N. Wright Maintainer: Marvin N. Wright Description: Ranger is a fast implementation of Random Forests, particularly diff --git a/R_package/ranger/R/ranger.R b/R_package/ranger/R/ranger.R index 9d0bdcd75..61b802495 100644 --- a/R_package/ranger/R/ranger.R +++ b/R_package/ranger/R/ranger.R @@ -206,7 +206,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, treetype <- 1 } } else if (is.numeric(response) & is.vector(response)) { - if (is.matrix(data) && !is.null(classification) && classification) { + if (!is.null(classification) && classification) { treetype <- 1 } else { treetype <- 3 @@ -380,7 +380,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, } ## Set predictions - if (treetype == 1 & !is.matrix(data)) { + if (treetype == 1 & is.factor(response)) { result$predictions <- factor(result$predictions, levels = 1:nlevels(response), labels = levels(response)) result$classification.table <- table(result$predictions, unlist(data[, dependent.variable.name]), 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Default is \code{NULL}, which generates the seed from \code{R}. ##' @param dependent.variable.name Name of dependent variable, needed if no formula given. For survival forests this is the time variable. ##' @param status.variable.name Name of status variable, only applicable to survival data and needed if no formula given. Use 1 for event and 0 for censoring. -##' @param classification Only needed if data is a matrix. Set to \code{TRUE} to treat values of dependent variable as factor levels. +##' @param classification Only needed if data is a matrix. Set to \code{TRUE} to classify on numeric response. ##' @return Object of class \code{ranger} with elements ##' \tabular{ll}{ ##' \code{forest} \tab Saved forest (If write.forest set to TRUE). 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zm2`cI=$BDXlIIV7pY4)_|GkkHQWEewlE4>oG)lsbMP{T~+seQaxwfmnL${=vghbl5 z5DDo=qagiI($f;i$1Br=oC;law?{$r!_~vD;F)NNc&^(OE$~@_kMERyhQ!rrzmJAf z)Bb-Hs2SQqok#zQ#$9nb9Z;m&hjBVd`atN|f>G-?7`8DcE&$&#l>&=%UDB;X9H}ng z&*3L*U_-&1dsSXkybCW;1^gds40Ne6=yD$zZ5Vu6Uls)`8#g9_|8LoWx*XJJ`Xye! z{z-88OrQL$N1NUBZ_p)=BgX*t0C+wpYjuBoCO1-QLtM@YabGb_P@^N;^Tkjg0g|eX z?*;QjKo-Qh|IH^tnVVsv_PS-a?4_5h=hnz$KF>L5x6nJp;$CyehhE@Od7p*0O&m zIfv_cC~W&y2-=ii83Cj*j!fk%N0nsMnYeRP!T~kMdKqMrs=Fg?+K;nORb{@r#*|-R z@{cz|P4y#tyYiLDF`Uwpp6f*R?IZ#3ouYw2rzM%0aq{er-FhUf-lm zxrfiP!Vx!vx5tod-xV&{;AQN))VzOM;f6mwoQ67G{L*{)9k@)e4J6ZJm5Ohojiyf{ zk|(qoGv)A`-;_Abu^KM88oR-(G0*y49MJ#5o&^o+?YXDW!vgB2(HR_Na@m!WCD|P| zUkp2)>6lK|!#i+K2rRt2vhF*=%yqPe(PGzWiFeRBS+X%|Kc2>3kHHRTEpAp|#qFeI zx29)hO7^d5|E-Ny@7Vqu3pX?N->uEk{`)TeX_L^yor9nE4%@%%9b#%PV;1Tbi Date: Tue, 21 Apr 2015 10:59:24 +0200 Subject: [PATCH 191/344] add matrix to doc --- R_package/ranger/DESCRIPTION | 11 +++++------ R_package/ranger/R/ranger.R | 4 ++-- release/ranger_0.2.1.tar.gz | Bin 42909 -> 42898 bytes 3 files changed, 7 insertions(+), 8 deletions(-) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 68bace757..a183453c6 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -5,12 +5,11 @@ Version: 0.2.1 Date: 2015-04-21 Author: Marvin N. Wright Maintainer: Marvin N. Wright -Description: Ranger is a fast implementation of Random Forests, particularly - suited for high dimensional data. For now, ensembles of classification, - regression and survival trees are supported. With Ranger data from - Genome-wide association (GWA) studies can be analyzed efficiently. In - addition to data frames, datasets of class 'gwaa.data' (R package - GenABEL) can be directly analyzed. +Description: Ranger is a fast implementation of Random Forests, particularly suited for high + dimensional data. For now, ensembles of classification, regression and survival + trees are supported. With Ranger data from Genome-wide association (GWA) studies + can be analyzed efficiently. In addition to data frames, datasets of class + 'gwaa.data' (R package GenABEL) can be directly analyzed. License: GPL-3 Imports: Rcpp (>= 0.11.2) LinkingTo: Rcpp diff --git a/R_package/ranger/R/ranger.R b/R_package/ranger/R/ranger.R index 3370e6799..c8f3c7de1 100644 --- a/R_package/ranger/R/ranger.R +++ b/R_package/ranger/R/ranger.R @@ -63,7 +63,7 @@ ##' ##' @title Ranger ##' @param formula Object of class \code{formula} or \code{character} describing the model to fit. -##' @param data Training data of class \code{data.frame} or \code{gwaa.data} (GenABEL). +##' @param data Training data of class \code{data.frame}, \code{matrix} or \code{gwaa.data} (GenABEL). ##' @param num.trees Number of trees. ##' @param mtry Number of variables to possibly split at in each node. ##' @param importance Variable importance mode, one of 'none', 'impurity', 'permutation'. The 'impurity' measure is the Gini index for classification and the variance of the responses for regression. @@ -81,7 +81,7 @@ ##' @param seed Random seed. Default is \code{NULL}, which generates the seed from \code{R}. ##' @param dependent.variable.name Name of dependent variable, needed if no formula given. For survival forests this is the time variable. ##' @param status.variable.name Name of status variable, only applicable to survival data and needed if no formula given. Use 1 for event and 0 for censoring. -##' @param classification Only needed if data is a matrix. Set to \code{TRUE} to classify on numeric response. +##' @param classification Only needed if data is a matrix. Set to \code{TRUE} to grow a classification forest. ##' @return Object of class \code{ranger} with elements ##' \tabular{ll}{ ##' \code{forest} \tab Saved forest (If write.forest set to TRUE). 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z?t@lCB5SYrw_8c${vY(ffuU@m+R zHD)E59f4|NI#<7IHP0x~rG#t6lyL1jl#t=}-4exFn7tr{EX3>^kjoGv&qXt{!oQn;Px-`#mf$8;tG@=nm^&Hc@ybHX(g?yns!`C2_#~G3Hc{gf zV_*mz9Dgk7nFB8Ts)q8L9j`FuZp*V+d9aC><~&hx!%2oimcF>*TlkC!!r5wzi*q%fpiWZX8KUOyEW9uYcLBi({a_ zJ5p<{3~$Hc4Q8^6`hDoDE`AyI8e*+3j^a*3tT#3qYhuR?>!?J(8=>DfyfwmY`y4(s|l#O99ri_T&kbqq%@84()7EX24| ze}AXWwfvp78PA9B#Zsn6uNr*oBDWgpIU=q1aq^L){83?JwbocWJs5D2MnVPURJTCQ zGO2DkRxp1TXMbg5+46=+q~66}^r&G?S1>+ZG}r{b&@VA4+;!0{M7ldXQ70tM2wFh<>w-aBAA00yRThsPpJw(YPy4rvr*q`!G%?NgoIuTQF+<27kjg z#>55SJEl@#ajr|cb%-O?1^hYugbi#ccyq7Hi;8#QC8~h`LydthH3nVo1EURtFYC*q zU}fXRB=G+&J5ZN{`b@vX>(@UCE}!X>pY>?7oBj>D4p3=w)Nl zpQK^Ga$C^;AcXe{M*djyU2Yh^gvK{wIwB8n)QTC4dLnRga?V=_Q9mLD*ao;{@+626 z2(M@0*p*jBmkmD8L)BXLBt3PGFlD~1slAKeV3Y7E8Os>htp7}i(h&V zzXO*Ewt-}NtWxn!w9)iwM1S&xHe;q7e)F3Wr#V)`1y^G?cs1r(zl#IK)sEW8r4T{=4<4v^oF2i+|cA^l<0k y=e@)BFMEfW+RK=Qy2WCp*;s3|R Date: Thu, 23 Apr 2015 19:24:04 +0200 Subject: [PATCH 192/344] non-recursive splitting --- R_package/ranger/DESCRIPTION | 4 ++-- source/src/Tree/Tree.cpp | 33 ++++++++++++++++++++++++++------- source/src/Tree/Tree.h | 2 +- source/src/version.h | 2 +- 4 files changed, 30 insertions(+), 11 deletions(-) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index a183453c6..019217ad9 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,8 +1,8 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.2.1 -Date: 2015-04-21 +Version: 0.2.1.42 +Date: 2015-04-23 Author: Marvin N. Wright Maintainer: Marvin N. Wright Description: Ranger is a fast implementation of Random Forests, particularly suited for high diff --git a/source/src/Tree/Tree.cpp b/source/src/Tree/Tree.cpp index 68e776203..270f6df88 100644 --- a/source/src/Tree/Tree.cpp +++ b/source/src/Tree/Tree.cpp @@ -91,8 +91,22 @@ void Tree::grow() { bootstrapWithoutReplacement(); } + // TODO: Remove? // Call recursive split function on root node - splitNode(0); +// splitNode(0); + + // While not all nodes terminal, split next node + size_t num_open_nodes = 1; + size_t i = 0; + while (num_open_nodes > 0) { + bool is_terminal_node = splitNode(i); + if (is_terminal_node) { + --num_open_nodes; + } else { + ++num_open_nodes; + } + ++i; + } // Delete sampleID vector to save memory sampleIDs.clear(); @@ -215,7 +229,7 @@ void Tree::createPossibleSplitVarSubset(std::vector& result) { } } -void Tree::splitNode(size_t nodeID) { +bool Tree::splitNode(size_t nodeID) { // Select random subset of variables to possibly split at std::vector possible_split_varIDs; @@ -224,7 +238,8 @@ void Tree::splitNode(size_t nodeID) { // Call subclass method, sets split_varIDs and split_values bool stop = splitNodeInternal(nodeID, possible_split_varIDs); if (stop) { - return; + // Terminal node + return true; } size_t split_varID = split_varIDs[nodeID]; @@ -265,10 +280,14 @@ void Tree::splitNode(size_t nodeID) { } } - // Recursively call split node on child nodes - for (size_t i = 0; i < child_nodeIDs[nodeID].size(); ++i) { - splitNode(child_nodeIDs[nodeID][i]); - } + // TODO: Remove? +// // Recursively call split node on child nodes +// for (size_t i = 0; i < child_nodeIDs[nodeID].size(); ++i) { +// splitNode(child_nodeIDs[nodeID][i]); +// } + + // No terminal node + return false; } diff --git a/source/src/Tree/Tree.h b/source/src/Tree/Tree.h index d31a80090..b32b0deb6 100644 --- a/source/src/Tree/Tree.h +++ b/source/src/Tree/Tree.h @@ -85,7 +85,7 @@ class Tree { protected: void createPossibleSplitVarSubset(std::vector& result); - void splitNode(size_t nodeID); + bool splitNode(size_t nodeID); virtual bool splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) = 0; void createEmptyNode(); diff --git a/source/src/version.h b/source/src/version.h index 8e90328e7..84c09c2d8 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.2.1" +#define RANGER_VERSION "0.2.1.42" #endif From 2ee33c3a5ab72472bf80140f9777a07fa42c495d Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 23 Apr 2015 20:59:59 +0200 Subject: [PATCH 193/344] classification working --- source/src/Tree/Tree.cpp | 11 ------ source/src/Tree/TreeClassification.cpp | 49 +++++++++++++++----------- source/src/Tree/TreeClassification.h | 7 ++++ source/src/version.h | 2 +- 4 files changed, 36 insertions(+), 33 deletions(-) diff --git a/source/src/Tree/Tree.cpp b/source/src/Tree/Tree.cpp index 270f6df88..289d07118 100644 --- a/source/src/Tree/Tree.cpp +++ b/source/src/Tree/Tree.cpp @@ -91,10 +91,6 @@ void Tree::grow() { bootstrapWithoutReplacement(); } - // TODO: Remove? - // Call recursive split function on root node -// splitNode(0); - // While not all nodes terminal, split next node size_t num_open_nodes = 1; size_t i = 0; @@ -280,15 +276,8 @@ bool Tree::splitNode(size_t nodeID) { } } - // TODO: Remove? -// // Recursively call split node on child nodes -// for (size_t i = 0; i < child_nodeIDs[nodeID].size(); ++i) { -// splitNode(child_nodeIDs[nodeID][i]); -// } - // No terminal node return false; - } void Tree::createEmptyNode() { diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index ff2187ba5..b6c0bfdd0 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -38,21 +38,30 @@ #include "Data.h" TreeClassification::TreeClassification(std::vector* class_values, std::vector* response_classIDs) : - class_values(class_values), response_classIDs(response_classIDs) { + class_values(class_values), response_classIDs(response_classIDs), counter(0), counter_per_class(0) { } TreeClassification::TreeClassification(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values, std::vector* class_values, std::vector* response_classIDs, std::vector* is_ordered_variable) : Tree(child_nodeIDs, split_varIDs, split_values, is_ordered_variable), class_values(class_values), response_classIDs( - response_classIDs) { + response_classIDs), counter(0), counter_per_class(0) { } TreeClassification::~TreeClassification() { + if (counter != 0) { + delete[] counter; + } + if (counter_per_class != 0) { + delete[] counter_per_class; + } } void TreeClassification::initInternal() { - // Empty on purpose + // Init counters + size_t num_classes = class_values->size(); + counter = new size_t[num_samples]; + counter_per_class = new size_t[num_classes * num_samples]; } double TreeClassification::estimate(size_t nodeID) { @@ -199,11 +208,12 @@ void TreeClassification::findBestSplitValueSmallQ(size_t nodeID, size_t varID, s // Remove largest value because no split possible possible_split_values.pop_back(); + // Set to 0 size_t num_splits = possible_split_values.size(); - - // Initialize with 0 - size_t* class_counts_right = new size_t[num_splits * num_classes](); - size_t* n_right = new size_t[num_splits](); + size_t* class_counts_right = counter_per_class; + size_t* n_right = counter; + std::fill(class_counts_right, class_counts_right + num_splits * num_classes, 0); + std::fill(n_right, n_right + num_splits, 0); // Count samples in right child per class and possbile split for (auto& sampleID : sampleIDs[nodeID]) { @@ -251,38 +261,37 @@ void TreeClassification::findBestSplitValueSmallQ(size_t nodeID, size_t varID, s best_decrease = decrease; } } - - delete[] class_counts_right; - delete[] n_right; } void TreeClassification::findBestSplitValueLargeQ(size_t nodeID, size_t varID, size_t num_classes, size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { + // Set counters to 0 size_t num_unique = data->getNumUniqueDataValues(varID); - size_t* count = new size_t[num_unique](); - size_t* class_counts_per_value = new size_t[num_classes * num_unique](); + std::fill(counter, counter + num_unique, 0); + std::fill(counter_per_class, counter_per_class + num_classes * num_unique, 0); + // Count values for (auto& sampleID : sampleIDs[nodeID]) { size_t index = data->getIndex(sampleID, varID); size_t classID = (*response_classIDs)[sampleID]; - ++count[index]; - ++class_counts_per_value[index * num_classes + classID]; + ++counter[index]; + ++counter_per_class[index * num_classes + classID]; } size_t n_left = 0; size_t* class_counts_left = new size_t[num_classes](); -// Compute decrease of impurity for each split - for (size_t i = 0; i < num_unique-1; ++i) { + // Compute decrease of impurity for each split + for (size_t i = 0; i < num_unique - 1; ++i) { // Stop if nothing here - if (count[i] == 0) { + if (counter[i] == 0) { continue; } - n_left += count[i]; + n_left += counter[i]; // Stop if right child empty size_t n_right = num_samples_node - n_left; @@ -294,7 +303,7 @@ void TreeClassification::findBestSplitValueLargeQ(size_t nodeID, size_t varID, s double sum_left = 0; double sum_right = 0; for (size_t j = 0; j < num_classes; ++j) { - class_counts_left[j] += class_counts_per_value[i * num_classes + j]; + class_counts_left[j] += counter_per_class[i * num_classes + j]; size_t class_count_right = class_counts[j] - class_counts_left[j]; sum_left += class_counts_left[j] * class_counts_left[j]; @@ -312,8 +321,6 @@ void TreeClassification::findBestSplitValueLargeQ(size_t nodeID, size_t varID, s } } - delete[] count; - delete[] class_counts_per_value; delete[] class_counts_left; } diff --git a/source/src/Tree/TreeClassification.h b/source/src/Tree/TreeClassification.h index a844d91fa..b383edd2c 100644 --- a/source/src/Tree/TreeClassification.h +++ b/source/src/Tree/TreeClassification.h @@ -79,6 +79,13 @@ class TreeClassification: public Tree { std::vector* class_values; std::vector* response_classIDs; + size_t* counter; + size_t* counter_per_class; + + //size_t* count; + //size_t* class_counts_per_value; + //size_t* class_counts_left; + DISALLOW_COPY_AND_ASSIGN(TreeClassification); }; diff --git a/source/src/version.h b/source/src/version.h index 84c09c2d8..f2293ef6c 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.2.1.42" +#define RANGER_VERSION "0.2.1.45" #endif From 506ce8a94f2be906c2534595daf52bc5e2e24fa0 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 23 Apr 2015 21:17:45 +0200 Subject: [PATCH 194/344] remove recursion and pre-allocate counter space --- CHANGELOG | 6 ++++ R_package/ranger/DESCRIPTION | 2 +- source/src/Tree/TreeClassification.h | 5 +--- source/src/Tree/TreeProbability.cpp | 41 +++++++++++++++------------- source/src/Tree/TreeProbability.h | 4 +++ source/src/Tree/TreeRegression.cpp | 41 ++++++++++++++++------------ source/src/Tree/TreeRegression.h | 4 +++ 7 files changed, 61 insertions(+), 42 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index fd7c90bb1..6b7e80970 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,9 @@ +## ----------------------------------------------------------------------- ## +## Version Next +## ----------------------------------------------------------------------- ## +- Remove recursive splitting +- Pre-allocate space for counters + ## ----------------------------------------------------------------------- ## ## Version 0.2.1 ## ----------------------------------------------------------------------- ## diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 019217ad9..12c43b747 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,7 +1,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.2.1.42 +Version: 0.2.1.45 Date: 2015-04-23 Author: Marvin N. Wright Maintainer: Marvin N. Wright diff --git a/source/src/Tree/TreeClassification.h b/source/src/Tree/TreeClassification.h index b383edd2c..3524707d6 100644 --- a/source/src/Tree/TreeClassification.h +++ b/source/src/Tree/TreeClassification.h @@ -79,13 +79,10 @@ class TreeClassification: public Tree { std::vector* class_values; std::vector* response_classIDs; + // Pre-allocated counters size_t* counter; size_t* counter_per_class; - //size_t* count; - //size_t* class_counts_per_value; - //size_t* class_counts_left; - DISALLOW_COPY_AND_ASSIGN(TreeClassification); }; diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index 2bf08faf8..1b5ad439e 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -31,21 +31,29 @@ #include "Data.h" TreeProbability::TreeProbability(std::vector* class_values, std::vector* response_classIDs) : - class_values(class_values), response_classIDs(response_classIDs) { + class_values(class_values), response_classIDs(response_classIDs), counter(0), sums(0) { } TreeProbability::TreeProbability(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values, std::vector* class_values, std::vector* response_classIDs, std::vector>& terminal_class_counts, std::vector* is_ordered_variable) : Tree(child_nodeIDs, split_varIDs, split_values, is_ordered_variable), class_values(class_values), response_classIDs( - response_classIDs), terminal_class_counts(terminal_class_counts) { + response_classIDs), terminal_class_counts(terminal_class_counts), counter(0), sums(0) { } TreeProbability::~TreeProbability() { + if (counter != 0) { + delete[] counter; + } + if (sums != 0) { + delete[] sums; + } } void TreeProbability::initInternal() { - // Empty on purpose + // Init counters + counter = new size_t[num_samples]; + sums = new double[num_samples]; } void TreeProbability::addToTerminalNodes(size_t nodeID) { @@ -201,11 +209,12 @@ void TreeProbability::findBestSplitValueSmallQ(size_t nodeID, size_t varID, doub // Remove largest value because no split possible possible_split_values.pop_back(); + // Set to 0 size_t num_splits = possible_split_values.size(); - - // Initialize with 0 - double* sums_right = new double[num_splits](); - size_t* n_right = new size_t[num_splits](); + double* sums_right = sums; + size_t* n_right = counter; + std::fill(counter, counter + num_splits, 0); + std::fill(sums, sums + num_splits, 0); // Sum in right child and possbile split for (auto& sampleID : sampleIDs[nodeID]) { @@ -243,24 +252,21 @@ void TreeProbability::findBestSplitValueSmallQ(size_t nodeID, size_t varID, doub best_decrease = decrease; } } - - delete[] sums_right; - delete[] n_right; - } void TreeProbability::findBestSplitValueLargeQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { + // Set counter to 0 size_t num_unique = data->getNumUniqueDataValues(varID); - size_t* count = new size_t[num_unique](); - double* sums = new double[num_unique](); + std::fill(counter, counter + num_unique, 0); + std::fill(sums, sums + num_unique, 0); for (auto& sampleID : sampleIDs[nodeID]) { size_t index = data->getIndex(sampleID, varID); sums[index] += data->get(sampleID, dependent_varID); - ++count[index]; + ++counter[index]; } size_t n_left = 0; @@ -270,11 +276,11 @@ void TreeProbability::findBestSplitValueLargeQ(size_t nodeID, size_t varID, doub for (size_t i = 0; i < num_unique - 1; ++i) { // Stop if nothing here - if (count[i] == 0) { + if (counter[i] == 0) { continue; } - n_left += count[i]; + n_left += counter[i]; sum_left += sums[i]; // Stop if right child empty @@ -293,9 +299,6 @@ void TreeProbability::findBestSplitValueLargeQ(size_t nodeID, size_t varID, doub best_decrease = decrease; } } - - delete[] count; - delete[] sums; } void TreeProbability::findBestSplitValueUnordered(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, diff --git a/source/src/Tree/TreeProbability.h b/source/src/Tree/TreeProbability.h index a701e1d4e..96e410475 100644 --- a/source/src/Tree/TreeProbability.h +++ b/source/src/Tree/TreeProbability.h @@ -88,6 +88,10 @@ class TreeProbability: public Tree { // Class counts in terminal nodes. Empty for non-terminal nodes. std::vector> terminal_class_counts; + // Pre-allocated counters + size_t* counter; + double* sums; + DISALLOW_COPY_AND_ASSIGN(TreeProbability); }; diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index 9e56662a6..9e4a9e2ec 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -36,19 +36,28 @@ #include "TreeRegression.h" #include "Data.h" -TreeRegression::TreeRegression() { +TreeRegression::TreeRegression() : + counter(0), sums(0) { } TreeRegression::TreeRegression(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values, std::vector* is_ordered_variable) : - Tree(child_nodeIDs, split_varIDs, split_values, is_ordered_variable) { + Tree(child_nodeIDs, split_varIDs, split_values, is_ordered_variable), counter(0), sums(0) { } TreeRegression::~TreeRegression() { + if (counter != 0) { + delete[] counter; + } + if (sums != 0) { + delete[] sums; + } } void TreeRegression::initInternal() { - // Empty on purpose + // Init counters + counter = new size_t[num_samples]; + sums = new double[num_samples]; } double TreeRegression::estimate(size_t nodeID) { @@ -170,11 +179,12 @@ void TreeRegression::findBestSplitValueSmallQ(size_t nodeID, size_t varID, doubl // Remove largest value because no split possible possible_split_values.pop_back(); + // Set to 0 size_t num_splits = possible_split_values.size(); - - // Initialize with 0 - double* sums_right = new double[num_splits](); - size_t* n_right = new size_t[num_splits](); + double* sums_right = sums; + size_t* n_right = counter; + std::fill(counter, counter + num_splits, 0); + std::fill(sums, sums + num_splits, 0); // Sum in right child and possbile split for (auto& sampleID : sampleIDs[nodeID]) { @@ -212,23 +222,21 @@ void TreeRegression::findBestSplitValueSmallQ(size_t nodeID, size_t varID, doubl best_decrease = decrease; } } - - delete[] sums_right; - delete[] n_right; } void TreeRegression::findBestSplitValueLargeQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { + // Set counter to 0 size_t num_unique = data->getNumUniqueDataValues(varID); - size_t* count = new size_t[num_unique](); - double* sums = new double[num_unique](); + std::fill(counter, counter + num_unique, 0); + std::fill(sums, sums + num_unique, 0); for (auto& sampleID : sampleIDs[nodeID]) { size_t index = data->getIndex(sampleID, varID); sums[index] += data->get(sampleID, dependent_varID); - ++count[index]; + ++counter[index]; } size_t n_left = 0; @@ -238,11 +246,11 @@ void TreeRegression::findBestSplitValueLargeQ(size_t nodeID, size_t varID, doubl for (size_t i = 0; i < num_unique - 1; ++i) { // Stop if nothing here - if (count[i] == 0) { + if (counter[i] == 0) { continue; } - n_left += count[i]; + n_left += counter[i]; sum_left += sums[i]; // Stop if right child empty @@ -261,9 +269,6 @@ void TreeRegression::findBestSplitValueLargeQ(size_t nodeID, size_t varID, doubl best_decrease = decrease; } } - - delete[] count; - delete[] sums; } void TreeRegression::findBestSplitValueUnordered(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, diff --git a/source/src/Tree/TreeRegression.h b/source/src/Tree/TreeRegression.h index 0d38e53b1..15496d8f5 100644 --- a/source/src/Tree/TreeRegression.h +++ b/source/src/Tree/TreeRegression.h @@ -76,6 +76,10 @@ class TreeRegression: public Tree { // Empty on purpose } + // Pre-allocated counters + size_t* counter; + double* sums; + DISALLOW_COPY_AND_ASSIGN(TreeRegression); }; From a8bccaca2c43210c82e0b3840fd1271bb552e8ba Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 23 Apr 2015 21:19:43 +0200 Subject: [PATCH 195/344] remove recursion and pre-allocate counter space --- R_package/ranger/DESCRIPTION | 2 +- release/ranger_0.2.2.tar.gz | Bin 0 -> 43140 bytes source/src/version.h | 2 +- 3 files changed, 2 insertions(+), 2 deletions(-) create mode 100644 release/ranger_0.2.2.tar.gz diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 12c43b747..0606dddfa 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,7 +1,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.2.1.45 +Version: 0.2.2 Date: 2015-04-23 Author: Marvin N. 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split possible, just use it. Faster? - Up-/Downsampling, see sampsize/strata in randomForest +- Use match.arg for arguments in R +- Idea for fast splitting mode: Dont search all possible splits.. + Plot the decrease/mse for split values -> System? ## ----------------------------------------------------------------------- ## From 3ac0ff3d9cd340731266ed14d357a27ee8ff9083 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 24 Apr 2015 10:50:06 +0200 Subject: [PATCH 197/344] replace find by lower_bound --- source/src/utility/Data.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/source/src/utility/Data.cpp b/source/src/utility/Data.cpp index ee268f874..6c8867562 100644 --- a/source/src/utility/Data.cpp +++ b/source/src/utility/Data.cpp @@ -203,7 +203,7 @@ void Data::sort() { // Get index of unique value for (size_t row = 0; row < num_rows; ++row) { - size_t idx = std::find(unique_values.begin(), unique_values.end(), get(row, col)) - unique_values.begin(); + size_t idx = std::lower_bound(unique_values.begin(), unique_values.end(), get(row, col)) - unique_values.begin(); index_data[col * num_rows + row] = idx; } From 51682d1649c1618f7046ced599d44e92307357f1 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Fri, 24 Apr 2015 10:51:58 +0200 Subject: [PATCH 198/344] merge new sort method --- R_package/ranger/DESCRIPTION | 2 +- release/ranger_0.2.2.tar.gz | Bin 43140 -> 43149 bytes 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 0606dddfa..f334f4d4f 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -2,7 +2,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests Version: 0.2.2 -Date: 2015-04-23 +Date: 2015-04-24 Author: Marvin N. Wright Maintainer: Marvin N. 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zEmg>2;Lvt*h&BF!u`WXS8Z77wjE>P}!{&Af*yZyt!Y90YTRTx|TJk<~+wdAz!}3z2 z;N%Sn4A#rKRNf>$6?CGG`kstv=khd=J6+>-qVI{~7vGwnQ}W)G4UHQXHTeYoUTPD- zsWF?kLR+OsyN>+}dTHZ1q9+_nX@dIp!1T#x9nN`U#l}@E!AMvby&CHkqglwzL*ioE~JFM`gAO*MmR!TRRv4iLHTTi9dX zPP2&jC|tv~z4nZXy-M;8>tB$r0)(j~ZbDV#uZsSz|J)#O?O(}PjJG0{9O1bH&ow5L zsL(fF9{ke`<};*KCkEvgd%^_im2F_HnvPG?gEP$d?Cl`vq9OFw?>> zRf6pJgC@jxfI}p@(PoPKrz^Zb$?CIR4xbl)#!__VcI@b!I5ZB;0xek7T|&7J;xvBP z(XpxXtoZDg?96E4j~3*;Ao-|U_uCGyD`b${h>a4}VLk#s(o59A$#GH#&QM4cdKsqK z_DZ^`C(oiOOH!r3K|*@DkT?6jfR2 zc)`opn_3XN{)kI-!Twlv)9vV#&TvA_G7UAhgR!q7U+JXRtnL}pY?*J@-U$;D0EWV3 zW*-ZD!st>jgD0HS$P92VO3axvCeYO5vmab%Y$WlFR1-{+M`w~*j@SC(0`9vU%tV5{ zysv2Qs{>lU@=Ge&TFyrY63$To%rF;^CSu%YHv-KxP+XfET2I7=r-Isj7BxrpVgxQC zDK*@smbTT|&bb=;+*XN`CIPi#= Date: Fri, 24 Apr 2015 16:09:34 +0200 Subject: [PATCH 199/344] add package clean --- R_package/create_package.R | 1 + 1 file changed, 1 insertion(+) diff --git a/R_package/create_package.R b/R_package/create_package.R index 26fe50daa..5071d92f6 100644 --- a/R_package/create_package.R +++ b/R_package/create_package.R @@ -22,6 +22,7 @@ compileAttributes(package.name) roxygenize(package.name) ## Build/check/install/load package +clean_dll(package.name) build(package.name) ##check(package.name) install(package.name) From a5ee1057e4280c8db77a90d8e61f101fed154731 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 28 Apr 2015 22:06:22 +0200 Subject: [PATCH 200/344] update date --- R_package/ranger/DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index f334f4d4f..25a8920f4 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -2,7 +2,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests Version: 0.2.2 -Date: 2015-04-24 +Date: 2015-04-28 Author: Marvin N. Wright Maintainer: Marvin N. Wright Description: Ranger is a fast implementation of Random Forests, particularly suited for high From 565264c6e93acb9c98433a43d8492664029baf24 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 29 Apr 2015 15:44:06 +0200 Subject: [PATCH 201/344] change back to non-preallocated counters --- CHANGELOG | 3 +- R_package/ranger/DESCRIPTION | 2 +- release/ranger_0.2.2.tar.gz | Bin 43149 -> 43455 bytes source/src/Tree/TreeClassification.cpp | 33 +- source/src/Tree/TreeClassification.h | 4 - source/src/Tree/TreeProbability.cpp | 33 +- source/src/Tree/TreeProbability.h | 4 - source/src/Tree/TreeRegression.cpp | 432 ++++++++++++------------- source/src/Tree/TreeRegression.h | 4 - 9 files changed, 245 insertions(+), 270 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index 6b7e80970..607bb50e9 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,8 +1,7 @@ ## ----------------------------------------------------------------------- ## -## Version Next +## Version 0.2.2 ## ----------------------------------------------------------------------- ## - Remove recursive splitting -- Pre-allocate space for counters ## ----------------------------------------------------------------------- ## ## Version 0.2.1 diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 25a8920f4..387e9b942 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -2,7 +2,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests Version: 0.2.2 -Date: 2015-04-28 +Date: 2015-04-29 Author: Marvin N. Wright Maintainer: Marvin N. 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- } - if (counter_per_class != 0) { - delete[] counter_per_class; - } + // Empty on purpose } void TreeClassification::initInternal() { - // Init counters - size_t num_classes = class_values->size(); - counter = new size_t[num_samples]; - counter_per_class = new size_t[num_classes * num_samples]; + // Empty on purpose } double TreeClassification::estimate(size_t nodeID) { @@ -208,12 +200,10 @@ void TreeClassification::findBestSplitValueSmallQ(size_t nodeID, size_t varID, s // Remove largest value because no split possible possible_split_values.pop_back(); - // Set to 0 + // Initialize with 0 size_t num_splits = possible_split_values.size(); - size_t* class_counts_right = counter_per_class; - size_t* n_right = counter; - std::fill(class_counts_right, class_counts_right + num_splits * num_classes, 0); - std::fill(n_right, n_right + num_splits, 0); + size_t* class_counts_right = new size_t[num_splits * num_classes](); + size_t* n_right = new size_t[num_splits](); // Count samples in right child per class and possbile split for (auto& sampleID : sampleIDs[nodeID]) { @@ -261,6 +251,9 @@ void TreeClassification::findBestSplitValueSmallQ(size_t nodeID, size_t varID, s best_decrease = decrease; } } + + delete[] class_counts_right; + delete[] n_right; } void TreeClassification::findBestSplitValueLargeQ(size_t nodeID, size_t varID, size_t num_classes, size_t* class_counts, @@ -268,8 +261,8 @@ void TreeClassification::findBestSplitValueLargeQ(size_t nodeID, size_t varID, s // Set counters to 0 size_t num_unique = data->getNumUniqueDataValues(varID); - std::fill(counter, counter + num_unique, 0); - std::fill(counter_per_class, counter_per_class + num_classes * num_unique, 0); + size_t* counter = new size_t[num_unique](); + size_t* counter_per_class = new size_t[num_classes * num_unique](); // Count values for (auto& sampleID : sampleIDs[nodeID]) { @@ -321,6 +314,8 @@ void TreeClassification::findBestSplitValueLargeQ(size_t nodeID, size_t varID, s } } + delete[] counter; + delete[] counter_per_class; delete[] class_counts_left; } diff --git a/source/src/Tree/TreeClassification.h b/source/src/Tree/TreeClassification.h index 3524707d6..a844d91fa 100644 --- a/source/src/Tree/TreeClassification.h +++ b/source/src/Tree/TreeClassification.h @@ -79,10 +79,6 @@ class TreeClassification: public Tree { std::vector* class_values; std::vector* response_classIDs; - // Pre-allocated counters - size_t* counter; - size_t* counter_per_class; - DISALLOW_COPY_AND_ASSIGN(TreeClassification); }; diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index 1b5ad439e..2f4cc2e92 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -31,29 +31,22 @@ #include "Data.h" TreeProbability::TreeProbability(std::vector* class_values, std::vector* response_classIDs) : - class_values(class_values), response_classIDs(response_classIDs), counter(0), sums(0) { + class_values(class_values), response_classIDs(response_classIDs) { } TreeProbability::TreeProbability(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values, std::vector* class_values, std::vector* response_classIDs, std::vector>& terminal_class_counts, std::vector* is_ordered_variable) : Tree(child_nodeIDs, split_varIDs, split_values, is_ordered_variable), class_values(class_values), response_classIDs( - response_classIDs), terminal_class_counts(terminal_class_counts), counter(0), sums(0) { + response_classIDs), terminal_class_counts(terminal_class_counts) { } TreeProbability::~TreeProbability() { - if (counter != 0) { - delete[] counter; - } - if (sums != 0) { - delete[] sums; - } + // Empty on purpose } void TreeProbability::initInternal() { - // Init counters - counter = new size_t[num_samples]; - sums = new double[num_samples]; + // Empty on purpose } void TreeProbability::addToTerminalNodes(size_t nodeID) { @@ -209,12 +202,10 @@ void TreeProbability::findBestSplitValueSmallQ(size_t nodeID, size_t varID, doub // Remove largest value because no split possible possible_split_values.pop_back(); - // Set to 0 + // Initialize with 0 size_t num_splits = possible_split_values.size(); - double* sums_right = sums; - size_t* n_right = counter; - std::fill(counter, counter + num_splits, 0); - std::fill(sums, sums + num_splits, 0); + double* sums_right = new double[num_splits](); + size_t* n_right = new size_t[num_splits](); // Sum in right child and possbile split for (auto& sampleID : sampleIDs[nodeID]) { @@ -252,6 +243,9 @@ void TreeProbability::findBestSplitValueSmallQ(size_t nodeID, size_t varID, doub best_decrease = decrease; } } + + delete[] sums_right; + delete[] n_right; } void TreeProbability::findBestSplitValueLargeQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, @@ -259,8 +253,8 @@ void TreeProbability::findBestSplitValueLargeQ(size_t nodeID, size_t varID, doub // Set counter to 0 size_t num_unique = data->getNumUniqueDataValues(varID); - std::fill(counter, counter + num_unique, 0); - std::fill(sums, sums + num_unique, 0); + size_t* counter = new size_t[num_unique](); + double* sums = new double[num_unique](); for (auto& sampleID : sampleIDs[nodeID]) { size_t index = data->getIndex(sampleID, varID); @@ -299,6 +293,9 @@ void TreeProbability::findBestSplitValueLargeQ(size_t nodeID, size_t varID, doub best_decrease = decrease; } } + + delete[] counter; + delete[] sums; } void TreeProbability::findBestSplitValueUnordered(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, diff --git a/source/src/Tree/TreeProbability.h b/source/src/Tree/TreeProbability.h index 96e410475..a701e1d4e 100644 --- a/source/src/Tree/TreeProbability.h +++ b/source/src/Tree/TreeProbability.h @@ -88,10 +88,6 @@ class TreeProbability: public Tree { // Class counts in terminal nodes. Empty for non-terminal nodes. std::vector> terminal_class_counts; - // Pre-allocated counters - size_t* counter; - double* sums; - DISALLOW_COPY_AND_ASSIGN(TreeProbability); }; diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index 9e4a9e2ec..2db3c970e 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -36,318 +36,314 @@ #include "TreeRegression.h" #include "Data.h" -TreeRegression::TreeRegression() : - counter(0), sums(0) { +TreeRegression::TreeRegression() { } TreeRegression::TreeRegression(std::vector>& child_nodeIDs, std::vector& split_varIDs, - std::vector& split_values, std::vector* is_ordered_variable) : - Tree(child_nodeIDs, split_varIDs, split_values, is_ordered_variable), counter(0), sums(0) { + std::vector& split_values, std::vector* is_ordered_variable) : + Tree(child_nodeIDs, split_varIDs, split_values, is_ordered_variable) { } TreeRegression::~TreeRegression() { - if (counter != 0) { - delete[] counter; - } - if (sums != 0) { - delete[] sums; - } +// Empty on purpose } void TreeRegression::initInternal() { - // Init counters - counter = new size_t[num_samples]; - sums = new double[num_samples]; +// Empty on purpose } double TreeRegression::estimate(size_t nodeID) { - // Mean of responses of samples in node - double sum_responses_in_node = 0; - size_t num_samples_in_node = sampleIDs[nodeID].size(); - for (size_t i = 0; i < sampleIDs[nodeID].size(); ++i) { - sum_responses_in_node += data->get(sampleIDs[nodeID][i], dependent_varID); - } - return (sum_responses_in_node / (double) num_samples_in_node); +// Mean of responses of samples in node +double sum_responses_in_node = 0; +size_t num_samples_in_node = sampleIDs[nodeID].size(); +for (size_t i = 0; i < sampleIDs[nodeID].size(); ++i) { + sum_responses_in_node += data->get(sampleIDs[nodeID][i], dependent_varID); +} +return (sum_responses_in_node / (double) num_samples_in_node); } void TreeRegression::appendToFileInternal(std::ofstream& file) { - // Empty on purpose +// Empty on purpose } bool TreeRegression::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { - // Check node size, stop if maximum reached - if (sampleIDs[nodeID].size() <= min_node_size) { - split_values[nodeID] = estimate(nodeID); - return true; - } +// Check node size, stop if maximum reached +if (sampleIDs[nodeID].size() <= min_node_size) { + split_values[nodeID] = estimate(nodeID); + return true; +} - // Find best split, stop if no decrease of impurity - bool stop = findBestSplit(nodeID, possible_split_varIDs); - if (stop) { - split_values[nodeID] = estimate(nodeID); - return true; - } +// Find best split, stop if no decrease of impurity +bool stop = findBestSplit(nodeID, possible_split_varIDs); +if (stop) { + split_values[nodeID] = estimate(nodeID); + return true; +} - return false; +return false; } void TreeRegression::createEmptyNodeInternal() { - // Empty on purpose +// Empty on purpose } double TreeRegression::computePredictionAccuracyInternal() { - size_t num_predictions = prediction_terminal_nodeIDs.size(); - double sum_of_squares = 0; - for (size_t i = 0; i < num_predictions; ++i) { - size_t terminal_nodeID = prediction_terminal_nodeIDs[i]; - double predicted_value = split_values[terminal_nodeID]; - double real_value = data->get(oob_sampleIDs[i], dependent_varID); - if (predicted_value != real_value) { - sum_of_squares += (predicted_value - real_value) * (predicted_value - real_value); - } +size_t num_predictions = prediction_terminal_nodeIDs.size(); +double sum_of_squares = 0; +for (size_t i = 0; i < num_predictions; ++i) { + size_t terminal_nodeID = prediction_terminal_nodeIDs[i]; + double predicted_value = split_values[terminal_nodeID]; + double real_value = data->get(oob_sampleIDs[i], dependent_varID); + if (predicted_value != real_value) { + sum_of_squares += (predicted_value - real_value) * (predicted_value - real_value); } - return (1.0 - sum_of_squares / (double) num_predictions); +} +return (1.0 - sum_of_squares / (double) num_predictions); } bool TreeRegression::findBestSplit(size_t nodeID, std::vector& possible_split_varIDs) { - size_t num_samples_node = sampleIDs[nodeID].size(); - double best_decrease = -1; - size_t best_varID = 0; - double best_value = 0; +size_t num_samples_node = sampleIDs[nodeID].size(); +double best_decrease = -1; +size_t best_varID = 0; +double best_value = 0; - // Compute sum of responses in node - double sum_node = 0; - for (auto& sampleID : sampleIDs[nodeID]) { - sum_node += data->get(sampleID, dependent_varID); - } +// Compute sum of responses in node +double sum_node = 0; +for (auto& sampleID : sampleIDs[nodeID]) { + sum_node += data->get(sampleID, dependent_varID); +} - // For all possible split variables - for (auto& varID : possible_split_varIDs) { +// For all possible split variables +for (auto& varID : possible_split_varIDs) { - // Find best split value, if ordered consider all values as split values, else all 2-partitions - if ((*is_ordered_variable)[varID]) { + // Find best split value, if ordered consider all values as split values, else all 2-partitions + if ((*is_ordered_variable)[varID]) { - // Use memory saving method if option set - if (memory_saving_splitting) { + // Use memory saving method if option set + if (memory_saving_splitting) { + findBestSplitValueSmallQ(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); + } else { + // Use faster method for both cases + double q = (double) num_samples_node / (double) data->getNumUniqueDataValues(varID); + if (q < Q_THRESHOLD) { findBestSplitValueSmallQ(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); } else { - // Use faster method for both cases - double q = (double) num_samples_node / (double) data->getNumUniqueDataValues(varID); - if (q < Q_THRESHOLD) { - findBestSplitValueSmallQ(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); - } else { - findBestSplitValueLargeQ(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); - } + findBestSplitValueLargeQ(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); } - } else { - findBestSplitValueUnordered(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); } + } else { + findBestSplitValueUnordered(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); } +} - // Stop if no good split found - if (best_decrease < 0) { - return true; - } +// Stop if no good split found +if (best_decrease < 0) { + return true; +} - // Save best values - split_varIDs[nodeID] = best_varID; - split_values[nodeID] = best_value; +// Save best values +split_varIDs[nodeID] = best_varID; +split_values[nodeID] = best_value; - // Compute decrease of impurity for this node and add to variable importance if needed - if (importance_mode == IMP_GINI) { - addImpurityImportance(nodeID, best_varID, best_decrease); - } - return false; +// Compute decrease of impurity for this node and add to variable importance if needed +if (importance_mode == IMP_GINI) { + addImpurityImportance(nodeID, best_varID, best_decrease); +} +return false; } void TreeRegression::findBestSplitValueSmallQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, - double& best_value, size_t& best_varID, double& best_decrease) { + double& best_value, size_t& best_varID, double& best_decrease) { - // Create possible split values - std::vector possible_split_values; - data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); +// Create possible split values +std::vector possible_split_values; +data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); - // Try next variable if all equal for this - if (possible_split_values.size() < 2) { - return; - } +// Try next variable if all equal for this +if (possible_split_values.size() < 2) { + return; +} - // Remove largest value because no split possible - possible_split_values.pop_back(); +// Remove largest value because no split possible +possible_split_values.pop_back(); - // Set to 0 - size_t num_splits = possible_split_values.size(); - double* sums_right = sums; - size_t* n_right = counter; - std::fill(counter, counter + num_splits, 0); - std::fill(sums, sums + num_splits, 0); +// Initialize with 0 +size_t num_splits = possible_split_values.size(); +double* sums_right = new double[num_splits](); +size_t* n_right = new size_t[num_splits](); - // Sum in right child and possbile split - for (auto& sampleID : sampleIDs[nodeID]) { - double value = data->get(sampleID, varID); - double response = data->get(sampleID, dependent_varID); +// Sum in right child and possbile split +for (auto& sampleID : sampleIDs[nodeID]) { + double value = data->get(sampleID, varID); + double response = data->get(sampleID, dependent_varID); - // Count samples until split_value reached - for (size_t i = 0; i < num_splits; ++i) { - if (value > possible_split_values[i]) { - ++n_right[i]; - sums_right[i] += response; - } else { - break; - } + // Count samples until split_value reached + for (size_t i = 0; i < num_splits; ++i) { + if (value > possible_split_values[i]) { + ++n_right[i]; + sums_right[i] += response; + } else { + break; } } +} - // Compute decrease of impurity for each possible split - for (size_t i = 0; i < num_splits; ++i) { +// Compute decrease of impurity for each possible split +for (size_t i = 0; i < num_splits; ++i) { - // Stop if one child empty - size_t n_left = num_samples_node - n_right[i]; - if (n_left == 0 || n_right[i] == 0) { - continue; - } + // Stop if one child empty + size_t n_left = num_samples_node - n_right[i]; + if (n_left == 0 || n_right[i] == 0) { + continue; + } - double sum_right = sums_right[i]; - double sum_left = sum_node - sum_right; - double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right[i]; + double sum_right = sums_right[i]; + double sum_left = sum_node - sum_right; + double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right[i]; - // If better than before, use this - if (decrease > best_decrease) { - best_value = possible_split_values[i]; - best_varID = varID; - best_decrease = decrease; - } + // If better than before, use this + if (decrease > best_decrease) { + best_value = possible_split_values[i]; + best_varID = varID; + best_decrease = decrease; } } +delete[] sums_right; +delete[] n_right; +} + void TreeRegression::findBestSplitValueLargeQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, - double& best_value, size_t& best_varID, double& best_decrease) { + double& best_value, size_t& best_varID, double& best_decrease) { - // Set counter to 0 - size_t num_unique = data->getNumUniqueDataValues(varID); - std::fill(counter, counter + num_unique, 0); - std::fill(sums, sums + num_unique, 0); +// Set counter to 0 +size_t num_unique = data->getNumUniqueDataValues(varID); +size_t* counter = new size_t[num_unique](); +double* sums = new double[num_unique](); - for (auto& sampleID : sampleIDs[nodeID]) { - size_t index = data->getIndex(sampleID, varID); +for (auto& sampleID : sampleIDs[nodeID]) { + size_t index = data->getIndex(sampleID, varID); - sums[index] += data->get(sampleID, dependent_varID); - ++counter[index]; - } + sums[index] += data->get(sampleID, dependent_varID); + ++counter[index]; +} - size_t n_left = 0; - double sum_left = 0; +size_t n_left = 0; +double sum_left = 0; - // Compute decrease of impurity for each split - for (size_t i = 0; i < num_unique - 1; ++i) { +// Compute decrease of impurity for each split +for (size_t i = 0; i < num_unique - 1; ++i) { - // Stop if nothing here - if (counter[i] == 0) { - continue; - } + // Stop if nothing here + if (counter[i] == 0) { + continue; + } - n_left += counter[i]; - sum_left += sums[i]; + n_left += counter[i]; + sum_left += sums[i]; - // Stop if right child empty - size_t n_right = num_samples_node - n_left; - if (n_right == 0) { - break; - } + // Stop if right child empty + size_t n_right = num_samples_node - n_left; + if (n_right == 0) { + break; + } - double sum_right = sum_node - sum_left; - double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; + double sum_right = sum_node - sum_left; + double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; - // If better than before, use this - if (decrease > best_decrease) { - best_value = data->getUniqueDataValue(varID, i); - best_varID = varID; - best_decrease = decrease; - } + // If better than before, use this + if (decrease > best_decrease) { + best_value = data->getUniqueDataValue(varID, i); + best_varID = varID; + best_decrease = decrease; } } +delete[] counter; +delete[] sums; +} + void TreeRegression::findBestSplitValueUnordered(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, - double& best_value, size_t& best_varID, double& best_decrease) { + double& best_value, size_t& best_varID, double& best_decrease) { - // Create possible split values - std::vector factor_levels; - data->getAllValues(factor_levels, sampleIDs[nodeID], varID); +// Create possible split values +std::vector factor_levels; +data->getAllValues(factor_levels, sampleIDs[nodeID], varID); - // Try next variable if all equal for this - if (factor_levels.size() < 2) { - return; - } +// Try next variable if all equal for this +if (factor_levels.size() < 2) { + return; +} - // Number of possible splits is 2^num_levels - size_t num_splits = (1 << factor_levels.size()); - - // Compute decrease of impurity for each possible split - // Split where all left (0) or all right (1) are excluded - // The second half of numbers is just left/right switched the first half -> Exclude second half - for (size_t local_splitID = 1; local_splitID < num_splits / 2; ++local_splitID) { - - // Compute overall splitID by shifting local factorIDs to global positions - size_t splitID = 0; - for (size_t j = 0; j < factor_levels.size(); ++j) { - if ((local_splitID & (1 << j))) { - double level = factor_levels[j]; - size_t factorID = floor(level) - 1; - splitID = splitID | (1 << factorID); - } +// Number of possible splits is 2^num_levels +size_t num_splits = (1 << factor_levels.size()); + +// Compute decrease of impurity for each possible split +// Split where all left (0) or all right (1) are excluded +// The second half of numbers is just left/right switched the first half -> Exclude second half +for (size_t local_splitID = 1; local_splitID < num_splits / 2; ++local_splitID) { + + // Compute overall splitID by shifting local factorIDs to global positions + size_t splitID = 0; + for (size_t j = 0; j < factor_levels.size(); ++j) { + if ((local_splitID & (1 << j))) { + double level = factor_levels[j]; + size_t factorID = floor(level) - 1; + splitID = splitID | (1 << factorID); } + } - // Initialize - double sum_right = 0; - size_t n_right = 0; - - // Sum in right child - for (auto& sampleID : sampleIDs[nodeID]) { - double response = data->get(sampleID, dependent_varID); - double value = data->get(sampleID, varID); - size_t factorID = floor(value) - 1; - - // If in right child, count - // In right child, if bitwise splitID at position factorID is 1 - if ((splitID & (1 << factorID))) { - ++n_right; - sum_right += response; - } - } - size_t n_left = num_samples_node - n_right; + // Initialize + double sum_right = 0; + size_t n_right = 0; - // Sum of squares - double sum_left = sum_node - sum_right; - double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; + // Sum in right child + for (auto& sampleID : sampleIDs[nodeID]) { + double response = data->get(sampleID, dependent_varID); + double value = data->get(sampleID, varID); + size_t factorID = floor(value) - 1; - // If better than before, use this - if (decrease > best_decrease) { - best_value = splitID; - best_varID = varID; - best_decrease = decrease; + // If in right child, count + // In right child, if bitwise splitID at position factorID is 1 + if ((splitID & (1 << factorID))) { + ++n_right; + sum_right += response; } } + size_t n_left = num_samples_node - n_right; + + // Sum of squares + double sum_left = sum_node - sum_right; + double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; + + // If better than before, use this + if (decrease > best_decrease) { + best_value = splitID; + best_varID = varID; + best_decrease = decrease; + } +} } void TreeRegression::addImpurityImportance(size_t nodeID, size_t varID, double decrease) { - double sum_node = 0; - for (auto& sampleID : sampleIDs[nodeID]) { - sum_node += data->get(sampleID, dependent_varID); - } - double best_decrease = decrease - sum_node * sum_node / (double) sampleIDs[nodeID].size(); +double sum_node = 0; +for (auto& sampleID : sampleIDs[nodeID]) { + sum_node += data->get(sampleID, dependent_varID); +} +double best_decrease = decrease - sum_node * sum_node / (double) sampleIDs[nodeID].size(); // No variable importance for no split variables - size_t tempvarID = varID; - for (auto& skip : *no_split_variables) { - if (varID >= skip) { - --tempvarID; - } +size_t tempvarID = varID; +for (auto& skip : *no_split_variables) { + if (varID >= skip) { + --tempvarID; } - variable_importance[tempvarID] += best_decrease; +} +variable_importance[tempvarID] += best_decrease; } diff --git a/source/src/Tree/TreeRegression.h b/source/src/Tree/TreeRegression.h index 15496d8f5..0d38e53b1 100644 --- a/source/src/Tree/TreeRegression.h +++ b/source/src/Tree/TreeRegression.h @@ -76,10 +76,6 @@ class TreeRegression: public Tree { // Empty on purpose } - // Pre-allocated counters - size_t* counter; - double* sums; - DISALLOW_COPY_AND_ASSIGN(TreeRegression); }; From 12ea8ccfe54463f225f769dfa65d9194d4f23734 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 4 May 2015 13:14:54 +0200 Subject: [PATCH 202/344] pre-allocate space --- CHANGELOG | 5 + R_package/ranger/DESCRIPTION | 14 +- source/src/Tree/TreeClassification.cpp | 41 ++- source/src/Tree/TreeClassification.h | 10 +- source/src/Tree/TreeProbability.cpp | 41 ++- source/src/Tree/TreeProbability.h | 10 +- source/src/Tree/TreeRegression.cpp | 406 +++++++++++++------------ source/src/Tree/TreeRegression.h | 10 +- source/src/utility/Data.cpp | 5 +- source/src/utility/Data.h | 11 + source/src/version.h | 2 +- 11 files changed, 320 insertions(+), 235 deletions(-) diff --git a/CHANGELOG b/CHANGELOG index 607bb50e9..4b98f1578 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,8 @@ +## ----------------------------------------------------------------------- ## +## Version 0.2.3 +## ----------------------------------------------------------------------- ## +- Preallocate memory for splitting + ## ----------------------------------------------------------------------- ## ## Version 0.2.2 ## ----------------------------------------------------------------------- ## diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 387e9b942..6a14ff599 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,15 +1,15 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.2.2 -Date: 2015-04-29 +Version: 0.2.2.20 +Date: 2015-05-04 Author: Marvin N. Wright Maintainer: Marvin N. Wright -Description: Ranger is a fast implementation of Random Forests, particularly suited for high - dimensional data. For now, ensembles of classification, regression and survival - trees are supported. With Ranger data from Genome-wide association (GWA) studies - can be analyzed efficiently. In addition to data frames, datasets of class - 'gwaa.data' (R package GenABEL) can be directly analyzed. +Description: Ranger is a fast implementation of Random Forests, particularly suited for high dimensional + data. For now, ensembles of classification, regression and survival trees are supported. With + Ranger data from Genome-wide association (GWA) studies can be analyzed efficiently. In + addition to data frames, datasets of class 'gwaa.data' (R package GenABEL) can be directly + analyzed. License: GPL-3 Imports: Rcpp (>= 0.11.2) LinkingTo: Rcpp diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index c52418ed5..1ac544c0c 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -38,14 +38,14 @@ #include "Data.h" TreeClassification::TreeClassification(std::vector* class_values, std::vector* response_classIDs) : - class_values(class_values), response_classIDs(response_classIDs) { + class_values(class_values), response_classIDs(response_classIDs), counter(0), counter_per_class(0) { } TreeClassification::TreeClassification(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values, std::vector* class_values, std::vector* response_classIDs, std::vector* is_ordered_variable) : Tree(child_nodeIDs, split_varIDs, split_values, is_ordered_variable), class_values(class_values), response_classIDs( - response_classIDs) { + response_classIDs), counter(0), counter_per_class(0) { } TreeClassification::~TreeClassification() { @@ -53,7 +53,13 @@ TreeClassification::~TreeClassification() { } void TreeClassification::initInternal() { - // Empty on purpose + // Init counters if not in memory efficient mode + if (!memory_saving_splitting) { + size_t num_classes = class_values->size(); + size_t max_num_unique_values = data->getMaxNumUniqueValues(); + counter = new size_t[max_num_unique_values]; + counter_per_class = new size_t[num_classes * max_num_unique_values]; + } } double TreeClassification::estimate(size_t nodeID) { @@ -200,10 +206,19 @@ void TreeClassification::findBestSplitValueSmallQ(size_t nodeID, size_t varID, s // Remove largest value because no split possible possible_split_values.pop_back(); - // Initialize with 0 + // Initialize with 0, if not in memory efficient mode, use pre-allocated space size_t num_splits = possible_split_values.size(); - size_t* class_counts_right = new size_t[num_splits * num_classes](); - size_t* n_right = new size_t[num_splits](); + size_t* class_counts_right; + size_t* n_right; + if (memory_saving_splitting) { + class_counts_right = new size_t[num_splits * num_classes](); + n_right = new size_t[num_splits](); + } else { + class_counts_right = counter_per_class; + n_right = counter; + std::fill(class_counts_right, class_counts_right + num_splits * num_classes, 0); + std::fill(n_right, n_right + num_splits, 0); + } // Count samples in right child per class and possbile split for (auto& sampleID : sampleIDs[nodeID]) { @@ -213,7 +228,7 @@ void TreeClassification::findBestSplitValueSmallQ(size_t nodeID, size_t varID, s // Count samples until split_value reached for (size_t i = 0; i < num_splits; ++i) { if (value > possible_split_values[i]) { - ++n_right[i]; + ++counter[i]; ++class_counts_right[i * num_classes + sample_classID]; } else { break; @@ -252,8 +267,10 @@ void TreeClassification::findBestSplitValueSmallQ(size_t nodeID, size_t varID, s } } - delete[] class_counts_right; - delete[] n_right; + if (memory_saving_splitting) { + delete[] class_counts_right; + delete[] n_right; + } } void TreeClassification::findBestSplitValueLargeQ(size_t nodeID, size_t varID, size_t num_classes, size_t* class_counts, @@ -261,8 +278,8 @@ void TreeClassification::findBestSplitValueLargeQ(size_t nodeID, size_t varID, s // Set counters to 0 size_t num_unique = data->getNumUniqueDataValues(varID); - size_t* counter = new size_t[num_unique](); - size_t* counter_per_class = new size_t[num_classes * num_unique](); + std::fill(counter_per_class, counter_per_class + num_unique * num_classes, 0); + std::fill(counter, counter + num_unique, 0); // Count values for (auto& sampleID : sampleIDs[nodeID]) { @@ -314,8 +331,6 @@ void TreeClassification::findBestSplitValueLargeQ(size_t nodeID, size_t varID, s } } - delete[] counter; - delete[] counter_per_class; delete[] class_counts_left; } diff --git a/source/src/Tree/TreeClassification.h b/source/src/Tree/TreeClassification.h index a844d91fa..305446f73 100644 --- a/source/src/Tree/TreeClassification.h +++ b/source/src/Tree/TreeClassification.h @@ -72,13 +72,21 @@ class TreeClassification: public Tree { void addGiniImportance(size_t nodeID, size_t varID, double decrease); void cleanUpInternal() { - // Empty on purpose + if (counter != 0) { + delete[] counter; + } + if (counter_per_class != 0) { + delete[] counter_per_class; + } } // Classes of the dependent variable and classIDs for responses std::vector* class_values; std::vector* response_classIDs; + size_t* counter; + size_t* counter_per_class; + DISALLOW_COPY_AND_ASSIGN(TreeClassification); }; diff --git a/source/src/Tree/TreeProbability.cpp b/source/src/Tree/TreeProbability.cpp index 2f4cc2e92..ddf5acfde 100644 --- a/source/src/Tree/TreeProbability.cpp +++ b/source/src/Tree/TreeProbability.cpp @@ -31,14 +31,14 @@ #include "Data.h" TreeProbability::TreeProbability(std::vector* class_values, std::vector* response_classIDs) : - class_values(class_values), response_classIDs(response_classIDs) { + class_values(class_values), response_classIDs(response_classIDs), counter(0), sums(0) { } TreeProbability::TreeProbability(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values, std::vector* class_values, std::vector* response_classIDs, std::vector>& terminal_class_counts, std::vector* is_ordered_variable) : Tree(child_nodeIDs, split_varIDs, split_values, is_ordered_variable), class_values(class_values), response_classIDs( - response_classIDs), terminal_class_counts(terminal_class_counts) { + response_classIDs), terminal_class_counts(terminal_class_counts), counter(0), sums(0) { } TreeProbability::~TreeProbability() { @@ -46,7 +46,12 @@ TreeProbability::~TreeProbability() { } void TreeProbability::initInternal() { - // Empty on purpose + // Init counters if not in memory efficient mode + if (!memory_saving_splitting) { + size_t max_num_unique_values = data->getMaxNumUniqueValues(); + counter = new size_t[max_num_unique_values]; + sums = new double[max_num_unique_values]; + } } void TreeProbability::addToTerminalNodes(size_t nodeID) { @@ -202,10 +207,19 @@ void TreeProbability::findBestSplitValueSmallQ(size_t nodeID, size_t varID, doub // Remove largest value because no split possible possible_split_values.pop_back(); - // Initialize with 0 + // Initialize with 0m if not in memory efficient mode, use pre-allocated space size_t num_splits = possible_split_values.size(); - double* sums_right = new double[num_splits](); - size_t* n_right = new size_t[num_splits](); + double* sums_right; + size_t* n_right; + if (memory_saving_splitting) { + sums_right = new double[num_splits](); + n_right = new size_t[num_splits](); + } else { + sums_right = sums; + n_right = counter; + std::fill(sums_right, sums_right + num_splits, 0); + std::fill(n_right, n_right + num_splits, 0); + } // Sum in right child and possbile split for (auto& sampleID : sampleIDs[nodeID]) { @@ -244,17 +258,19 @@ void TreeProbability::findBestSplitValueSmallQ(size_t nodeID, size_t varID, doub } } - delete[] sums_right; - delete[] n_right; + if (memory_saving_splitting) { + delete[] sums; + delete[] n_right; + } } void TreeProbability::findBestSplitValueLargeQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { - // Set counter to 0 + // Set counters to 0 size_t num_unique = data->getNumUniqueDataValues(varID); - size_t* counter = new size_t[num_unique](); - double* sums = new double[num_unique](); + std::fill(counter, counter + num_unique, 0); + std::fill(sums, sums + num_unique, 0); for (auto& sampleID : sampleIDs[nodeID]) { size_t index = data->getIndex(sampleID, varID); @@ -293,9 +309,6 @@ void TreeProbability::findBestSplitValueLargeQ(size_t nodeID, size_t varID, doub best_decrease = decrease; } } - - delete[] counter; - delete[] sums; } void TreeProbability::findBestSplitValueUnordered(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, diff --git a/source/src/Tree/TreeProbability.h b/source/src/Tree/TreeProbability.h index a701e1d4e..a7a1fbc13 100644 --- a/source/src/Tree/TreeProbability.h +++ b/source/src/Tree/TreeProbability.h @@ -78,7 +78,12 @@ class TreeProbability: public Tree { void addImpurityImportance(size_t nodeID, size_t varID, double decrease); void cleanUpInternal() { - // Empty on purpose + if (counter != 0) { + delete[] counter; + } + if (sums != 0) { + delete[] sums; + } } // Classes of the dependent variable and classIDs for responses @@ -88,6 +93,9 @@ class TreeProbability: public Tree { // Class counts in terminal nodes. Empty for non-terminal nodes. std::vector> terminal_class_counts; + size_t* counter; + double* sums; + DISALLOW_COPY_AND_ASSIGN(TreeProbability); }; diff --git a/source/src/Tree/TreeRegression.cpp b/source/src/Tree/TreeRegression.cpp index 2db3c970e..e8eb538c8 100644 --- a/source/src/Tree/TreeRegression.cpp +++ b/source/src/Tree/TreeRegression.cpp @@ -36,31 +36,37 @@ #include "TreeRegression.h" #include "Data.h" -TreeRegression::TreeRegression() { +TreeRegression::TreeRegression() : + counter(0), sums(0) { } TreeRegression::TreeRegression(std::vector>& child_nodeIDs, std::vector& split_varIDs, - std::vector& split_values, std::vector* is_ordered_variable) : - Tree(child_nodeIDs, split_varIDs, split_values, is_ordered_variable) { + std::vector& split_values, std::vector* is_ordered_variable) : + Tree(child_nodeIDs, split_varIDs, split_values, is_ordered_variable), counter(0), sums(0) { } TreeRegression::~TreeRegression() { -// Empty on purpose + // Empty on purpose } void TreeRegression::initInternal() { -// Empty on purpose + // Init counters if not in memory efficient mode + if (!memory_saving_splitting) { + size_t max_num_unique_values = data->getMaxNumUniqueValues(); + counter = new size_t[max_num_unique_values]; + sums = new double[max_num_unique_values]; + } } double TreeRegression::estimate(size_t nodeID) { // Mean of responses of samples in node -double sum_responses_in_node = 0; -size_t num_samples_in_node = sampleIDs[nodeID].size(); -for (size_t i = 0; i < sampleIDs[nodeID].size(); ++i) { - sum_responses_in_node += data->get(sampleIDs[nodeID][i], dependent_varID); -} -return (sum_responses_in_node / (double) num_samples_in_node); + double sum_responses_in_node = 0; + size_t num_samples_in_node = sampleIDs[nodeID].size(); + for (size_t i = 0; i < sampleIDs[nodeID].size(); ++i) { + sum_responses_in_node += data->get(sampleIDs[nodeID][i], dependent_varID); + } + return (sum_responses_in_node / (double) num_samples_in_node); } void TreeRegression::appendToFileInternal(std::ofstream& file) { @@ -70,19 +76,19 @@ void TreeRegression::appendToFileInternal(std::ofstream& file) { bool TreeRegression::splitNodeInternal(size_t nodeID, std::vector& possible_split_varIDs) { // Check node size, stop if maximum reached -if (sampleIDs[nodeID].size() <= min_node_size) { - split_values[nodeID] = estimate(nodeID); - return true; -} + if (sampleIDs[nodeID].size() <= min_node_size) { + split_values[nodeID] = estimate(nodeID); + return true; + } // Find best split, stop if no decrease of impurity -bool stop = findBestSplit(nodeID, possible_split_varIDs); -if (stop) { - split_values[nodeID] = estimate(nodeID); - return true; -} + bool stop = findBestSplit(nodeID, possible_split_varIDs); + if (stop) { + split_values[nodeID] = estimate(nodeID); + return true; + } -return false; + return false; } void TreeRegression::createEmptyNodeInternal() { @@ -91,259 +97,267 @@ void TreeRegression::createEmptyNodeInternal() { double TreeRegression::computePredictionAccuracyInternal() { -size_t num_predictions = prediction_terminal_nodeIDs.size(); -double sum_of_squares = 0; -for (size_t i = 0; i < num_predictions; ++i) { - size_t terminal_nodeID = prediction_terminal_nodeIDs[i]; - double predicted_value = split_values[terminal_nodeID]; - double real_value = data->get(oob_sampleIDs[i], dependent_varID); - if (predicted_value != real_value) { - sum_of_squares += (predicted_value - real_value) * (predicted_value - real_value); + size_t num_predictions = prediction_terminal_nodeIDs.size(); + double sum_of_squares = 0; + for (size_t i = 0; i < num_predictions; ++i) { + size_t terminal_nodeID = prediction_terminal_nodeIDs[i]; + double predicted_value = split_values[terminal_nodeID]; + double real_value = data->get(oob_sampleIDs[i], dependent_varID); + if (predicted_value != real_value) { + sum_of_squares += (predicted_value - real_value) * (predicted_value - real_value); + } } -} -return (1.0 - sum_of_squares / (double) num_predictions); + return (1.0 - sum_of_squares / (double) num_predictions); } bool TreeRegression::findBestSplit(size_t nodeID, std::vector& possible_split_varIDs) { -size_t num_samples_node = sampleIDs[nodeID].size(); -double best_decrease = -1; -size_t best_varID = 0; -double best_value = 0; + size_t num_samples_node = sampleIDs[nodeID].size(); + double best_decrease = -1; + size_t best_varID = 0; + double best_value = 0; // Compute sum of responses in node -double sum_node = 0; -for (auto& sampleID : sampleIDs[nodeID]) { - sum_node += data->get(sampleID, dependent_varID); -} + double sum_node = 0; + for (auto& sampleID : sampleIDs[nodeID]) { + sum_node += data->get(sampleID, dependent_varID); + } // For all possible split variables -for (auto& varID : possible_split_varIDs) { + for (auto& varID : possible_split_varIDs) { - // Find best split value, if ordered consider all values as split values, else all 2-partitions - if ((*is_ordered_variable)[varID]) { + // Find best split value, if ordered consider all values as split values, else all 2-partitions + if ((*is_ordered_variable)[varID]) { - // Use memory saving method if option set - if (memory_saving_splitting) { - findBestSplitValueSmallQ(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); - } else { - // Use faster method for both cases - double q = (double) num_samples_node / (double) data->getNumUniqueDataValues(varID); - if (q < Q_THRESHOLD) { + // Use memory saving method if option set + if (memory_saving_splitting) { findBestSplitValueSmallQ(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); } else { - findBestSplitValueLargeQ(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); + // Use faster method for both cases + double q = (double) num_samples_node / (double) data->getNumUniqueDataValues(varID); + if (q < Q_THRESHOLD) { + findBestSplitValueSmallQ(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); + } else { + findBestSplitValueLargeQ(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); + } } + } else { + findBestSplitValueUnordered(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); } - } else { - findBestSplitValueUnordered(nodeID, varID, sum_node, num_samples_node, best_value, best_varID, best_decrease); } -} // Stop if no good split found -if (best_decrease < 0) { - return true; -} + if (best_decrease < 0) { + return true; + } // Save best values -split_varIDs[nodeID] = best_varID; -split_values[nodeID] = best_value; + split_varIDs[nodeID] = best_varID; + split_values[nodeID] = best_value; // Compute decrease of impurity for this node and add to variable importance if needed -if (importance_mode == IMP_GINI) { - addImpurityImportance(nodeID, best_varID, best_decrease); -} -return false; + if (importance_mode == IMP_GINI) { + addImpurityImportance(nodeID, best_varID, best_decrease); + } + return false; } void TreeRegression::findBestSplitValueSmallQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, - double& best_value, size_t& best_varID, double& best_decrease) { + double& best_value, size_t& best_varID, double& best_decrease) { -// Create possible split values -std::vector possible_split_values; -data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); + // Create possible split values + std::vector possible_split_values; + data->getAllValues(possible_split_values, sampleIDs[nodeID], varID); -// Try next variable if all equal for this -if (possible_split_values.size() < 2) { - return; -} + // Try next variable if all equal for this + if (possible_split_values.size() < 2) { + return; + } -// Remove largest value because no split possible -possible_split_values.pop_back(); + // Remove largest value because no split possible + possible_split_values.pop_back(); -// Initialize with 0 -size_t num_splits = possible_split_values.size(); -double* sums_right = new double[num_splits](); -size_t* n_right = new size_t[num_splits](); + // Initialize with 0m if not in memory efficient mode, use pre-allocated space + size_t num_splits = possible_split_values.size(); + double* sums_right; + size_t* n_right; + if (memory_saving_splitting) { + sums_right = new double[num_splits](); + n_right = new size_t[num_splits](); + } else { + sums_right = sums; + n_right = counter; + std::fill(sums_right, sums_right + num_splits, 0); + std::fill(n_right, n_right + num_splits, 0); + } -// Sum in right child and possbile split -for (auto& sampleID : sampleIDs[nodeID]) { - double value = data->get(sampleID, varID); - double response = data->get(sampleID, dependent_varID); + // Sum in right child and possbile split + for (auto& sampleID : sampleIDs[nodeID]) { + double value = data->get(sampleID, varID); + double response = data->get(sampleID, dependent_varID); - // Count samples until split_value reached - for (size_t i = 0; i < num_splits; ++i) { - if (value > possible_split_values[i]) { - ++n_right[i]; - sums_right[i] += response; - } else { - break; + // Count samples until split_value reached + for (size_t i = 0; i < num_splits; ++i) { + if (value > possible_split_values[i]) { + ++n_right[i]; + sums_right[i] += response; + } else { + break; + } } } -} -// Compute decrease of impurity for each possible split -for (size_t i = 0; i < num_splits; ++i) { + // Compute decrease of impurity for each possible split + for (size_t i = 0; i < num_splits; ++i) { - // Stop if one child empty - size_t n_left = num_samples_node - n_right[i]; - if (n_left == 0 || n_right[i] == 0) { - continue; - } + // Stop if one child empty + size_t n_left = num_samples_node - n_right[i]; + if (n_left == 0 || n_right[i] == 0) { + continue; + } - double sum_right = sums_right[i]; - double sum_left = sum_node - sum_right; - double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right[i]; + double sum_right = sums_right[i]; + double sum_left = sum_node - sum_right; + double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right[i]; - // If better than before, use this - if (decrease > best_decrease) { - best_value = possible_split_values[i]; - best_varID = varID; - best_decrease = decrease; + // If better than before, use this + if (decrease > best_decrease) { + best_value = possible_split_values[i]; + best_varID = varID; + best_decrease = decrease; + } } -} -delete[] sums_right; -delete[] n_right; + if (memory_saving_splitting) { + delete[] sums; + delete[] n_right; + } } void TreeRegression::findBestSplitValueLargeQ(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, - double& best_value, size_t& best_varID, double& best_decrease) { + double& best_value, size_t& best_varID, double& best_decrease) { -// Set counter to 0 -size_t num_unique = data->getNumUniqueDataValues(varID); -size_t* counter = new size_t[num_unique](); -double* sums = new double[num_unique](); + // Set counters to 0 + size_t num_unique = data->getNumUniqueDataValues(varID); + std::fill(counter, counter + num_unique, 0); + std::fill(sums, sums + num_unique, 0); -for (auto& sampleID : sampleIDs[nodeID]) { - size_t index = data->getIndex(sampleID, varID); + for (auto& sampleID : sampleIDs[nodeID]) { + size_t index = data->getIndex(sampleID, varID); - sums[index] += data->get(sampleID, dependent_varID); - ++counter[index]; -} + sums[index] += data->get(sampleID, dependent_varID); + ++counter[index]; + } -size_t n_left = 0; -double sum_left = 0; + size_t n_left = 0; + double sum_left = 0; -// Compute decrease of impurity for each split -for (size_t i = 0; i < num_unique - 1; ++i) { + // Compute decrease of impurity for each split + for (size_t i = 0; i < num_unique - 1; ++i) { - // Stop if nothing here - if (counter[i] == 0) { - continue; - } + // Stop if nothing here + if (counter[i] == 0) { + continue; + } - n_left += counter[i]; - sum_left += sums[i]; + n_left += counter[i]; + sum_left += sums[i]; - // Stop if right child empty - size_t n_right = num_samples_node - n_left; - if (n_right == 0) { - break; - } + // Stop if right child empty + size_t n_right = num_samples_node - n_left; + if (n_right == 0) { + break; + } - double sum_right = sum_node - sum_left; - double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; + double sum_right = sum_node - sum_left; + double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; - // If better than before, use this - if (decrease > best_decrease) { - best_value = data->getUniqueDataValue(varID, i); - best_varID = varID; - best_decrease = decrease; + // If better than before, use this + if (decrease > best_decrease) { + best_value = data->getUniqueDataValue(varID, i); + best_varID = varID; + best_decrease = decrease; + } } } -delete[] counter; -delete[] sums; -} - void TreeRegression::findBestSplitValueUnordered(size_t nodeID, size_t varID, double sum_node, size_t num_samples_node, - double& best_value, size_t& best_varID, double& best_decrease) { + double& best_value, size_t& best_varID, double& best_decrease) { // Create possible split values -std::vector factor_levels; -data->getAllValues(factor_levels, sampleIDs[nodeID], varID); + std::vector factor_levels; + data->getAllValues(factor_levels, sampleIDs[nodeID], varID); // Try next variable if all equal for this -if (factor_levels.size() < 2) { - return; -} + if (factor_levels.size() < 2) { + return; + } // Number of possible splits is 2^num_levels -size_t num_splits = (1 << factor_levels.size()); + size_t num_splits = (1 << factor_levels.size()); // Compute decrease of impurity for each possible split // Split where all left (0) or all right (1) are excluded // The second half of numbers is just left/right switched the first half -> Exclude second half -for (size_t local_splitID = 1; local_splitID < num_splits / 2; ++local_splitID) { - - // Compute overall splitID by shifting local factorIDs to global positions - size_t splitID = 0; - for (size_t j = 0; j < factor_levels.size(); ++j) { - if ((local_splitID & (1 << j))) { - double level = factor_levels[j]; - size_t factorID = floor(level) - 1; - splitID = splitID | (1 << factorID); + for (size_t local_splitID = 1; local_splitID < num_splits / 2; ++local_splitID) { + + // Compute overall splitID by shifting local factorIDs to global positions + size_t splitID = 0; + for (size_t j = 0; j < factor_levels.size(); ++j) { + if ((local_splitID & (1 << j))) { + double level = factor_levels[j]; + size_t factorID = floor(level) - 1; + splitID = splitID | (1 << factorID); + } } - } - - // Initialize - double sum_right = 0; - size_t n_right = 0; - - // Sum in right child - for (auto& sampleID : sampleIDs[nodeID]) { - double response = data->get(sampleID, dependent_varID); - double value = data->get(sampleID, varID); - size_t factorID = floor(value) - 1; - // If in right child, count - // In right child, if bitwise splitID at position factorID is 1 - if ((splitID & (1 << factorID))) { - ++n_right; - sum_right += response; + // Initialize + double sum_right = 0; + size_t n_right = 0; + + // Sum in right child + for (auto& sampleID : sampleIDs[nodeID]) { + double response = data->get(sampleID, dependent_varID); + double value = data->get(sampleID, varID); + size_t factorID = floor(value) - 1; + + // If in right child, count + // In right child, if bitwise splitID at position factorID is 1 + if ((splitID & (1 << factorID))) { + ++n_right; + sum_right += response; + } } - } - size_t n_left = num_samples_node - n_right; + size_t n_left = num_samples_node - n_right; - // Sum of squares - double sum_left = sum_node - sum_right; - double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; + // Sum of squares + double sum_left = sum_node - sum_right; + double decrease = sum_left * sum_left / (double) n_left + sum_right * sum_right / (double) n_right; - // If better than before, use this - if (decrease > best_decrease) { - best_value = splitID; - best_varID = varID; - best_decrease = decrease; + // If better than before, use this + if (decrease > best_decrease) { + best_value = splitID; + best_varID = varID; + best_decrease = decrease; + } } } -} void TreeRegression::addImpurityImportance(size_t nodeID, size_t varID, double decrease) { -double sum_node = 0; -for (auto& sampleID : sampleIDs[nodeID]) { - sum_node += data->get(sampleID, dependent_varID); -} -double best_decrease = decrease - sum_node * sum_node / (double) sampleIDs[nodeID].size(); + double sum_node = 0; + for (auto& sampleID : sampleIDs[nodeID]) { + sum_node += data->get(sampleID, dependent_varID); + } + double best_decrease = decrease - sum_node * sum_node / (double) sampleIDs[nodeID].size(); // No variable importance for no split variables -size_t tempvarID = varID; -for (auto& skip : *no_split_variables) { - if (varID >= skip) { - --tempvarID; + size_t tempvarID = varID; + for (auto& skip : *no_split_variables) { + if (varID >= skip) { + --tempvarID; + } } -} -variable_importance[tempvarID] += best_decrease; + variable_importance[tempvarID] += best_decrease; } diff --git a/source/src/Tree/TreeRegression.h b/source/src/Tree/TreeRegression.h index 0d38e53b1..d6b6687b9 100644 --- a/source/src/Tree/TreeRegression.h +++ b/source/src/Tree/TreeRegression.h @@ -73,9 +73,17 @@ class TreeRegression: public Tree { double computePredictionMSE(); void cleanUpInternal() { - // Empty on purpose + if (counter != 0) { + delete[] counter; + } + if (sums != 0) { + delete[] sums; + } } + size_t* counter; + double* sums; + DISALLOW_COPY_AND_ASSIGN(TreeRegression); }; diff --git a/source/src/utility/Data.cpp b/source/src/utility/Data.cpp index 6c8867562..d8c564ccd 100644 --- a/source/src/utility/Data.cpp +++ b/source/src/utility/Data.cpp @@ -37,7 +37,7 @@ Data::Data() : num_rows(0), num_rows_rounded(0), num_cols(0), sparse_data(0), num_cols_no_sparse(0), externalData(true), index_data( - 0) { + 0), max_num_unique_values(0) { } Data::~Data() { @@ -209,5 +209,8 @@ void Data::sort() { // Save unique values unique_data_values.push_back(unique_values); + if (unique_values.size() > max_num_unique_values) { + max_num_unique_values = unique_values.size(); + } } } diff --git a/source/src/utility/Data.h b/source/src/utility/Data.h index 33ceff5af..77c97784a 100644 --- a/source/src/utility/Data.h +++ b/source/src/utility/Data.h @@ -95,6 +95,16 @@ class Data { return num_rows; } + size_t getMaxNumUniqueValues() const { + if (sparse_data == 0 || max_num_unique_values > 3) { + // If no sparse data or one variable with more than 3 unique values, return that value + return max_num_unique_values; + } else { + // If sparse data and no variable with more than 3 unique values, return 3 + return 3; + } + } + protected: std::vector variable_names; size_t num_rows; @@ -108,6 +118,7 @@ class Data { size_t* index_data; std::vector> unique_data_values; + size_t max_num_unique_values; private: DISALLOW_COPY_AND_ASSIGN(Data); diff --git a/source/src/version.h b/source/src/version.h index 60bd10e0d..59fe57b2f 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.2.2" +#define RANGER_VERSION "0.2.2.20" #endif From a9fdb82084b1d994142249b36390514d91485fda Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 4 May 2015 13:17:50 +0200 Subject: [PATCH 203/344] new version with preallocated space --- R_package/ranger/DESCRIPTION | 2 +- release/ranger_0.2.3.tar.gz | Bin 0 -> 43525 bytes source/src/version.h | 2 +- 3 files changed, 2 insertions(+), 2 deletions(-) create mode 100644 release/ranger_0.2.3.tar.gz diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 6a14ff599..2c5602aeb 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,7 +1,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.2.2.20 +Version: 0.2.3 Date: 2015-05-04 Author: Marvin N. Wright Maintainer: Marvin N. 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+#define RANGER_VERSION "0.2.3" #endif From 5e6148eae1f5cd2d274f8aa53bd0a8a471f5e951 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 5 May 2015 21:11:12 +0200 Subject: [PATCH 204/344] fix bug in savemem mode --- R_package/ranger/DESCRIPTION | 2 +- R_package/test/test_ranger.R | 15 +++++++++++++++ release/ranger_0.2.3.tar.gz | Bin 43525 -> 43522 bytes source/src/Tree/TreeClassification.cpp | 2 +- source/src/Tree/TreeProbability.cpp | 2 +- source/src/Tree/TreeRegression.cpp | 2 +- 6 files changed, 19 insertions(+), 4 deletions(-) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 2c5602aeb..960007420 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -2,7 +2,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests Version: 0.2.3 -Date: 2015-05-04 +Date: 2015-05-05 Author: Marvin N. Wright Maintainer: Marvin N. Wright Description: Ranger is a fast implementation of Random Forests, particularly suited for high dimensional diff --git a/R_package/test/test_ranger.R b/R_package/test/test_ranger.R index d121b17f7..e50230aed 100644 --- a/R_package/test/test_ranger.R +++ b/R_package/test/test_ranger.R @@ -131,3 +131,18 @@ test_that("Matrix interface works for survival", { expect_that(rf$treetype, equals("Survival")) expect_that(rf$forest$independent.variable.names, equals(colnames(veteran)[c(1:2, 5:8)])) }) + +test_that("save.memory option works for classification", { + rf <- ranger(Species ~ ., data = iris, save.memory = TRUE) + expect_that(rf$treetype, equals("Classification")) +}) + +test_that("save.memory option works for regression", { + rf <- ranger(Sepal.Length ~ ., data = iris, save.memory = TRUE) + expect_that(rf$treetype, equals("Regression")) +}) + +test_that("save.memory option works for probability", { + rf <- ranger(Species ~ ., data = iris, probability = TRUE, save.memory = TRUE) + 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Wright Maintainer: Marvin N. Wright Description: Ranger is a fast implementation of Random Forests, particularly suited for high dimensional - data. For now, ensembles of classification, regression and survival trees are supported. With - Ranger data from Genome-wide association (GWA) studies can be analyzed efficiently. In - addition to data frames, datasets of class 'gwaa.data' (R package GenABEL) can be directly - analyzed. + data. For now, ensembles of classification, regression and survival trees are supported. With + Ranger data from Genome-wide association (GWA) studies can be analyzed efficiently. In addition + to data frames, datasets of class 'gwaa.data' (R package GenABEL) can be directly analyzed. License: GPL-3 Imports: Rcpp (>= 0.11.2) LinkingTo: Rcpp From 00d47759641e68f43af721e20d6783a796a40a42 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 7 May 2015 13:57:02 +0200 Subject: [PATCH 206/344] add new version to submit to JSS --- CHANGELOG | 52 +++++++++++------------------------ R_package/ranger/DESCRIPTION | 4 +-- R_package/ranger/R/ranger.R | 11 ++++---- release/ranger_0.2.4.tar.gz | Bin 0 -> 43536 bytes source/src/version.h | 2 +- 5 files changed, 25 insertions(+), 44 deletions(-) create mode 100644 release/ranger_0.2.4.tar.gz diff --git a/CHANGELOG b/CHANGELOG index 4b98f1578..e76362f09 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,68 +1,48 @@ -## ----------------------------------------------------------------------- ## -## Version 0.2.3 -## ----------------------------------------------------------------------- ## +## ------- Version 0.2.4 ---------------------------------------------- ## +- Small changes in documentation +- Version submitted to JSS + +## ------- Version 0.2.3 ---------------------------------------------- ## - Preallocate memory for splitting -## ----------------------------------------------------------------------- ## -## Version 0.2.2 -## ----------------------------------------------------------------------- ## +## ------- Version 0.2.2 ---------------------------------------------- ## - Remove recursive splitting -## ----------------------------------------------------------------------- ## -## Version 0.2.1 -## ----------------------------------------------------------------------- ## +## ------- Version 0.2.1 ---------------------------------------------- ## - Allow matrix as input data in R version -## ----------------------------------------------------------------------- ## -## Version 0.2.0 -## ----------------------------------------------------------------------- ## +## ------- Version 0.2.0 ---------------------------------------------- ## - Fix prediction of classification forests in R -## ----------------------------------------------------------------------- ## -## Version 0.1.9 -## ----------------------------------------------------------------------- ## +## ------- Version 0.1.9 ---------------------------------------------- ## - Speedup growing for continuous covariates - Add memory save option to save memory for very large datasets (but slower) - Remove memory mode option from R version since no performance gain -## ----------------------------------------------------------------------- ## -## Version 0.1.8 -## ----------------------------------------------------------------------- ## +## ------- Version 0.1.8 ---------------------------------------------- ## - Fix problems when using Rcpp <0.11.4 -## ----------------------------------------------------------------------- ## -## Version 0.1.7 -## ----------------------------------------------------------------------- ## +## ------- Version 0.1.7 ---------------------------------------------- ## - Add option to split on unordered categorical covariates -## ----------------------------------------------------------------------- ## -## Version 0.1.6 -## ----------------------------------------------------------------------- ## +## ------- Version 0.1.6 ---------------------------------------------- ## - Optimize memory management for very large survival forests -## ----------------------------------------------------------------------- ## -## Version 0.1.5 -## ----------------------------------------------------------------------- ## +## ------- Version 0.1.5 ---------------------------------------------- ## - Set required Rcpp version to 0.11.2 - Fix large $call objects when using BatchJobs - Add details and example on GenABEL usage to documentation - Minor changes to documentation -## ----------------------------------------------------------------------- ## -## Version 0.1.4 -## ----------------------------------------------------------------------- ## +## ------- Version 0.1.4 ---------------------------------------------- ## - Speedup for survival forests with continuous covariates - R version: Generate seed from R. It is no longer necessary to set the seed argument in ranger calls. -## ----------------------------------------------------------------------- ## -## Version 0.1.3 -## ----------------------------------------------------------------------- ## +## ------- Version 0.1.3 ---------------------------------------------- ## - Windows support for R version (without multithreading) -## ----------------------------------------------------------------------- ## -## Version 0.1.2 -## ----------------------------------------------------------------------- ## +## ------- Version 0.1.2 ---------------------------------------------- ## - Speedup growing of regression and probability prediction forests - Prediction forests are now handled like regression forests: MSE used for prediction error and permutation importance diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index c97ef0b04..2e1d2f2ba 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,8 +1,8 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.2.3 -Date: 2015-05-06 +Version: 0.2.4 +Date: 2015-05-07 Author: Marvin N. Wright Maintainer: Marvin N. Wright Description: Ranger is a fast implementation of Random Forests, particularly suited for high dimensional diff --git a/R_package/ranger/R/ranger.R b/R_package/ranger/R/ranger.R index c8f3c7de1..68a4ba1ea 100644 --- a/R_package/ranger/R/ranger.R +++ b/R_package/ranger/R/ranger.R @@ -48,7 +48,7 @@ ##' ##' For a large number of variables and data frame as input data the formula interface can be slow or impossible to use. ##' Alternatively dependent.variable.name (and status.variable.name for survival) can be used. -##' Consider setting \code{save.memory = TRUE} if you encounter memory problems for very large datasets. +##' Consider setting \code{save.memory = TRUE} if you encounter memory problems for very large datasets. ##' ##' For GWAS data consider combining \code{ranger} with the \code{GenABEL} package. ##' See the Examples section below for a demonstration using \code{Plink} data. @@ -65,18 +65,18 @@ ##' @param formula Object of class \code{formula} or \code{character} describing the model to fit. ##' @param data Training data of class \code{data.frame}, \code{matrix} or \code{gwaa.data} (GenABEL). ##' @param num.trees Number of trees. -##' @param mtry Number of variables to possibly split at in each node. +##' @param mtry Number of variables to possibly split at in each node. Default is the (rounded down) square root of the number variables. ##' @param importance Variable importance mode, one of 'none', 'impurity', 'permutation'. The 'impurity' measure is the Gini index for classification and the variance of the responses for regression. ##' @param write.forest Save \code{ranger.forest} object, needed for prediction. -##' @param probability Grow a probability forest. This is a classification forest which returns class probabilities instead of classifications. +##' @param probability Grow a probability forest as in Malley et al. (2012). ##' @param min.node.size Minimal node size. Default 1 for classification, 5 for regression, 3 for survival, and 10 for probability. -##' @param replace Sample with replacement. Default TRUE. +##' @param replace Sample with replacement. ##' @param split.select.weights Numeric vector with weights between 0 and 1, representing the probability to select variables for splitting. ##' @param always.split.variables Character vector with variable names to be always tried for splitting. ##' @param respect.unordered.factors Regard unordered factor covariates as unordered categorical variables. If \code{FALSE}, all factors are regarded ordered. ##' @param scale.permutation.importance Scale permutation importance by standard error as in (Breiman 2001). Only applicable if permutation variable importance mode selected. ##' @param num.threads Number of threads. Default is number of CPUs available. -##' @param save.memory Use memory saving (but slower) splitting mode. +##' @param save.memory Use memory saving (but slower) splitting mode. No effect for GWAS data. ##' @param verbose Verbose output on or off. ##' @param seed Random seed. Default is \code{NULL}, which generates the seed from \code{R}. ##' @param dependent.variable.name Name of dependent variable, needed if no formula given. For survival forests this is the time variable. @@ -167,6 +167,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, data$"id" <- NULL } gwa.mode <- TRUE + save.memory <- FALSE } else { sparse.data <- as.matrix(0) gwa.mode <- FALSE diff --git a/release/ranger_0.2.4.tar.gz b/release/ranger_0.2.4.tar.gz new file mode 100644 index 0000000000000000000000000000000000000000..1236231118c193011a388daff4798cc714ad0f1f GIT binary patch literal 43536 zcmX_nQ*>orxMghHNyWA*wr%{e?NrQ)ZQHhSV%xTDC#S1#-_iSFzVC&x<~Knc1q1Rw zANX~TjW@bF90H{#vQG1#WC^qgpGxD}Kt~`}!M$ z$Dio$R{tw8u^rN;Mwvtg{4<)|Z7VvuTU^|>=t*w8?BT<(E^oenZ+aa^SO98me^TC>MOCnIcA9J8`UNBBqs#KLMH_AqIpLI z@WIHW@eZ~`9aJQ0g;D1FyuoJ=XIMSHMq_rgH#Kse_6 zN&kV!1J!gTu+O4>>9#CGHjC%b0+rdRM?(tL7q@n*<$$ovE9A9{u0pjQs_J??i63PX<;ZPQ>IaaKd zobFg~vk8%pxwvLS`kXWK&l z7ESM97Zj-T-!xc&7BzO&;& z@N0*+1LJW2bh62#p0W}@Mx#i36K(q!Nk>FDsF7iai;!{3#Jravl-f>B?8sdKTZJrh z<*~12Hd^nrA2dPo38y(Re(P8Tv?%M@2x)EnDDi?zrZ 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a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.2.3" +#define RANGER_VERSION "0.2.4" #endif From 5a6c7e8b7b3414d1b22ed7dd02778d6a2a0b0049 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 7 May 2015 14:07:11 +0200 Subject: [PATCH 207/344] change README file --- README.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.txt b/README.txt index 68b5d5053..e20a0f2c9 100644 --- a/README.txt +++ b/README.txt @@ -1,6 +1,6 @@ -Ranger 0.1.9 +Ranger 0.2.4 Written by: From c62eb78ffd5b1b079d3da75110f74410012e7117 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Thu, 7 May 2015 14:11:10 +0200 Subject: [PATCH 208/344] add 0.2.4 release --- release/ranger_0.2.4.zip | Bin 0 -> 708052 bytes release/ranger_cpp_0.1.9.zip | Bin 0 -> 87439 bytes release/ranger_cpp_0.2.4.zip | Bin 0 -> 88215 bytes 3 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 release/ranger_0.2.4.zip create mode 100644 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Wright Maintainer: Marvin N. Wright -Description: Ranger is a fast implementation of Random Forests, particularly suited for high dimensional - data. For now, ensembles of classification, regression and survival trees are supported. With - Ranger data from Genome-wide association (GWA) studies can be analyzed efficiently. In addition - to data frames, datasets of class 'gwaa.data' (R package GenABEL) can be directly analyzed. +Description: Ranger is a fast implementation of Random Forests, particularly suited for high + dimensional data. For now, ensembles of classification, regression and survival + trees are supported. With Ranger data from Genome-wide association (GWA) studies + can be analyzed efficiently. In addition to data frames, datasets of class + 'gwaa.data' (R package GenABEL) can be directly analyzed. License: GPL-3 Imports: Rcpp (>= 0.11.2) LinkingTo: Rcpp diff --git a/R_package/ranger/R/ranger.R b/R_package/ranger/R/ranger.R index 68a4ba1ea..463cc5e43 100644 --- a/R_package/ranger/R/ranger.R +++ b/R_package/ranger/R/ranger.R @@ -212,7 +212,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, } else { treetype <- 3 } - } else if (class(response) == "Surv" | class(response) == "data.frame") { + } else if (class(response) == "Surv" | is.data.frame(response) | is.matrix(response)) { treetype <- 5 } else { stop("Error: Unsupported type of dependent variable.") diff --git a/R_package/test/test_ranger.R b/R_package/test/test_ranger.R index e50230aed..68faeac79 100644 --- a/R_package/test/test_ranger.R +++ b/R_package/test/test_ranger.R @@ -127,7 +127,7 @@ test_that("Matrix interface works for regression", { }) test_that("Matrix interface works for survival", { - rf <- ranger(dependent.variable.name = "time", status.variable.name = "status", data = veteran, write.forest = TRUE) + rf <- ranger(dependent.variable.name = "time", status.variable.name = "status", data = data.matrix(veteran), write.forest = TRUE) expect_that(rf$treetype, equals("Survival")) expect_that(rf$forest$independent.variable.names, equals(colnames(veteran)[c(1:2, 5:8)])) }) diff --git a/release/ranger_0.2.5.tar.gz b/release/ranger_0.2.5.tar.gz new file mode 100644 index 0000000000000000000000000000000000000000..7c6138cc318f6f3af211aa8f760d067a7c8fa6ad GIT binary patch literal 43551 zcmYJaV{|3Zwr(3I72B>jsn~WZwrxA9I4ibMF)Frg+qP{xYu&xiJMZ54qyL{{wAp5B zeSCu?8V>A#4&-&Wtq+ED5_3o1Gkt>qTN6}6f^Q%m0r%xd$>?p+{#uETC0<-^gIWuM z8$oKwecg@WBQWN>1#l%UzC+&FAd~cq;EXnR+nS#K77wpAW|A8}d-yQC(?@C+<#m_v zwpZ}2wHRbO&?`ki@U%M`&w1WE&GAkEY+m_S)!fqFQs2|l{!;ersMN4y_nl=0+$8$S zDoM6NRBgwlwmeP#@>aTjdfN5(0PTq9#LsJYQI0^tr5;YAeJK^E9-1u#=kXn|%TSY_ z$9p>q5z7@wvl2$^mvhI!Y#SSP;l>@hC29Caj?((Bqfd|Mm^L;L$miedG&Z+yZ0Xro ztN$rUe%$wz?TQ-7OA6$+iZHZZrLQf3@|K5j-YfJZk3ZQ>21;+FBPT8IunR`=kq~UZ 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@@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.2.4" +#define RANGER_VERSION "0.2.5" #endif From 81233241d38f88c01ef133e786a37172fc396958 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 12 May 2015 10:42:37 +0200 Subject: [PATCH 210/344] add cpp version --- README.txt | 2 +- release/ranger_cpp_0.2.5.zip | Bin 0 -> 89848 bytes 2 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 release/ranger_cpp_0.2.5.zip diff --git a/README.txt b/README.txt index e20a0f2c9..94b029c04 100644 --- a/README.txt +++ b/README.txt @@ -1,6 +1,6 @@ -Ranger 0.2.4 +Ranger 0.2.5 Written by: diff --git a/release/ranger_cpp_0.2.5.zip b/release/ranger_cpp_0.2.5.zip new file mode 100644 index 0000000000000000000000000000000000000000..d09645434884d02ff2a96bd02d8479fbf24a3667 GIT binary patch literal 89848 zcmaHyLzF1YmS)qoZQHhO+qP}nwr$(EY1_6lZ@T|iuU1!A*XoWzL=0l>6_YbL=i3U> zz#vcn|5_}L=pvx#jz4G@_J>3~gfUDe|)b9hdh-6h?5 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3bba58edb7c3edc575ab02e4f4bcb8ed0519decd Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 27 Jul 2015 17:53:55 +0200 Subject: [PATCH 212/344] rename AUC splitting to C --- R_package/ranger/R/ranger.R | 6 +++--- R_package/test/test_ranger.R | 2 +- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/R_package/ranger/R/ranger.R b/R_package/ranger/R/ranger.R index ab691981c..cc4a9f079 100644 --- a/R_package/ranger/R/ranger.R +++ b/R_package/ranger/R/ranger.R @@ -72,7 +72,7 @@ ##' @param probability Grow a probability forest as in Malley et al. (2012). ##' @param min.node.size Minimal node size. Default 1 for classification, 5 for regression, 3 for survival, and 10 for probability. ##' @param replace Sample with replacement. -##' @param splitrule Splitting rule, survival only. The splitting rule can be chosen of "logrank", "auc" and "auc_ignore_ties" with default "logrank". +##' @param splitrule Splitting rule, survival only. The splitting rule can be chosen of "logrank" and "C" with default "logrank". ##' @param split.select.weights Numeric vector with weights between 0 and 1, representing the probability to select variables for splitting. ##' @param always.split.variables Character vector with variable names to be always tried for splitting. ##' @param respect.unordered.factors Regard unordered factor covariates as unordered categorical variables. If \code{FALSE}, all factors are regarded ordered. @@ -333,9 +333,9 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, splitrule <- 1 } else if (treetype == 5 & splitrule == "logrank") { splitrule <- 1 - } else if (treetype == 5 & splitrule == "auc") { + } else if (treetype == 5 & (splitrule == "auc" | splitrule == "C")) { splitrule <- 2 - } else if (treetype == 5 & splitrule == "auc_ignore_ties") { + } else if (treetype == 5 & (splitrule == "auc_ignore_ties" | splitrule == "C_ignore_ties")) { splitrule <- 3 } else { stop("Error: Unknown splitrule.") diff --git a/R_package/test/test_ranger.R b/R_package/test/test_ranger.R index 931fbf444..55446bfed 100644 --- a/R_package/test/test_ranger.R +++ b/R_package/test/test_ranger.R @@ -149,6 +149,6 @@ test_that("save.memory option works for probability", { test_that("C-index splitting works", { rf <- ranger(Surv(time, status) ~ ., data = veteran, verbose = FALSE, - splitrule = "auc") + splitrule = "C") 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problem --- R_package/ranger/DESCRIPTION | 2 +- release/ranger_0.2.6.tar.gz | Bin 44794 -> 44859 bytes release/ranger_0.2.6.zip | Bin 711903 -> 713594 bytes source/src/utility/Data.h | 8 +++++++- 4 files changed, 8 insertions(+), 2 deletions(-) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index d243bd94d..42225e5ed 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -2,7 +2,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests Version: 0.2.6 -Date: 2015-07-27 +Date: 2015-07-28 Author: Marvin N. Wright Maintainer: Marvin N. Wright Description: Ranger is a fast implementation of Random Forests, particularly diff --git a/release/ranger_0.2.6.tar.gz b/release/ranger_0.2.6.tar.gz index ade5a90f1d4ebf9ce08baf38482532246797e860..007272185d8db7d347f267da0fac14edb897f0bc 100644 GIT binary patch delta 41554 zcmXV%V_4^JwDq$&xyi<4yQayuZ5xxm*|u#rxyd!zwr#t9&;Oj~y!qTO?(5pG*Is+A zw@rw@TM+SNFkS44{Id}WG!_7LP0S;;4G5g_d~y(y8eJX@!*SBfm)W}lMSpL#o%>d*XL-!eO>F@zr zn7w*ZzXG+o&d6^k9C(8PaeJ`s9H5K`h4~@Z`0A(9TdR%NnUkSudT*ySJnABNWba=t zXi{{AuOzimO6<85IaW;g&$VBVTm_Z^aFtE=70->K4Nlr)%MNUX!MYE1bMg5&g zqanG7u~bt-1KpSBWuD9z!&PZgT-eMT^+_YEYQURW8P(iqQg$JMX1}ra66xsR&|~dBq+}tQga?HUikKbmoHzns97cQuP@Bh z(T_EG+ptLDHb07^V$G{at%^WldfMrG>qMYB=8-$kR>aZK(h=`Ro~QSpzYG+-YF|Yk zu%Lqmz^Cor8UVdaPF;QJMYBYGaby&% zPgqIxxuUy%G?TS1l5hcA4%Vqi2+yFMGRTNaJ_+b+bMD1)bWu(4TQbRy{ad6|!z#Dm zRn<3sun?`R+_x?8Ddgo7W`ef4y)jV)dWpLQG30}4$`rW1L~T^jBPJ!5|26zQ{Cl{uk8WjvWhb3=6X60V^D5ngGtYL$X-@y3n)2>zx?R%Z%Z&TvqG znchRF64zCxRx!!o&uM43IXJVeC(4odODFy_F~V>D4Qabpu9>~{_1g1&jvFxr+a%Gi 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zMi~2$qjR9gDBzo2bP(A;vZ#R`qX#Hn*^3N3=sq+UIa6|_`lsyVbDAOaAku3XaVl4|NoKH`W6g= zwlDtn>)*GCJ5#8EW&?&JT>{hnisiqq6nC&+_JVVvdcXyO<&On_g5a-P#=ki9-$7fK zz{LOI_`h8|?pUaSW+o3xvkWGIzE}pM8^hf9cRKwa)a?EL+yc8b-6hw5Zx@)VzcVY0 z|IV$ii-BohErZFm|6XKRp1muuMRqUwM-MFP{&zS2op)hucj7YuHfY)kn9Kww{_iAw sC!QK;xXb?~{w{2RL&ErPC;y$Q|0m#j98d%#ZYppikfX6CVM*ry02g6aDgXcg diff --git a/source/src/utility/Data.h b/source/src/utility/Data.h index 77c97784a..767f681f6 100644 --- a/source/src/utility/Data.h +++ b/source/src/utility/Data.h @@ -61,7 +61,13 @@ class Data { // Get data out of sparse storage. -1 because of GenABEL coding. size_t idx = (col - num_cols_no_sparse) * num_rows_rounded + row; size_t result = (((sparse_data[idx / 4] & mask[idx % 4]) >> offset[idx % 4]) - 1); - return result; + + // TODO: Better way to treat missing values? + if (result > 2) { + return 0; + } else { + return result; + } } } From 0183fd64f86feac5979f70abe3b0b3ce4e4e92f2 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 28 Jul 2015 10:18:44 +0200 Subject: [PATCH 215/344] changelog --- CHANGELOG | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/CHANGELOG b/CHANGELOG index fcab54c59..60c83629e 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,7 @@ +## ------- Version 0.2.6 ---------------------------------------------- ## +- Add C-index splitting +- Fix NA SNP handling + ## ------- Version 0.2.5 ---------------------------------------------- ## - Fix matrix and gwaa alternative survival interface - Version submitted to JSS From ecd09dbad5652e1abb63ce9f11982afc184efeaf Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 28 Jul 2015 12:49:01 +0200 Subject: [PATCH 216/344] fix check issues --- R_package/ranger/DESCRIPTION | 14 +++++++------- R_package/ranger/NAMESPACE | 4 +++- R_package/ranger/R/importance.R | 9 +++++---- R_package/ranger/R/predict.R | 7 ++++--- R_package/ranger/R/predictions.R | 7 ++++--- R_package/ranger/R/print.R | 7 ++++--- R_package/ranger/R/ranger.R | 9 ++++++--- R_package/ranger/R/timepoints.R | 7 ++++--- R_package/ranger/R/tune.R | 7 ++++--- R_package/ranger/src/Makevars | 2 +- 10 files changed, 42 insertions(+), 31 deletions(-) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 42225e5ed..8e79dadd9 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,16 +1,16 @@ Package: ranger Type: Package -Title: A fast implementation of Random Forests +Title: A Fast Implementation of Random Forests Version: 0.2.6 Date: 2015-07-28 Author: Marvin N. Wright Maintainer: Marvin N. Wright -Description: Ranger is a fast implementation of Random Forests, particularly - suited for high dimensional data. For now, ensembles of classification, - regression and survival trees are supported. With Ranger data from - Genome-wide association (GWA) studies can be analyzed efficiently. In - addition to data frames, datasets of class 'gwaa.data' (R package - GenABEL) can be directly analyzed. +Description: A fast implementation of Random Forests, particularly suited for high + dimensional data. Ensembles of classification, regression, survival and + probability prediction trees are supported. Data from genome-wide + association studies can be analyzed efficiently. In addition to data + frames, datasets of class 'gwaa.data' (R package GenABEL) can be directly + analyzed. License: GPL-3 Imports: Rcpp (>= 0.11.2) LinkingTo: Rcpp diff --git a/R_package/ranger/NAMESPACE b/R_package/ranger/NAMESPACE index 9a3b44ad4..b14ebd01e 100644 --- a/R_package/ranger/NAMESPACE +++ b/R_package/ranger/NAMESPACE @@ -1,5 +1,6 @@ # Generated by roxygen2 (4.1.0): do not edit by hand +S3method(importance,ranger) S3method(predict,ranger) S3method(predict,ranger.forest) S3method(predictions,ranger) @@ -10,11 +11,12 @@ S3method(print,ranger.prediction) S3method(timepoints,ranger) S3method(timepoints,ranger.prediction) export(importance) -export(importance.ranger) export(predictions) export(ranger) export(timepoints) export(tune.mtry) export(tune.nodesize) +import(stats) +import(utils) importFrom(Rcpp,evalCpp) useDynLib(ranger) diff --git a/R_package/ranger/R/importance.R b/R_package/ranger/R/importance.R index ce61e6624..7ed09fa30 100644 --- a/R_package/ranger/R/importance.R +++ b/R_package/ranger/R/importance.R @@ -17,10 +17,11 @@ # Written by: # # Marvin N. Wright -# Institut für Medizinische Biometrie und Statistik -# Universität zu Lübeck +# Institut fuer Medizinische Biometrie und Statistik +# Universitaet zu Luebeck # Ratzeburger Allee 160 -# 23562 Lübeck +# 23562 Luebeck +# Germany # # http://www.imbs-luebeck.de # wright@imbs.uni-luebeck.de @@ -39,7 +40,7 @@ importance <- function(x, ...) UseMethod("importance") ##' @seealso \code{\link{ranger}} ##' @author Marvin N. Wright ##' @aliases importance -##' @export importance.ranger +##' @export importance.ranger <- function(x, ...) { if (class(x) != "ranger") { stop("Object ist no ranger object.") diff --git a/R_package/ranger/R/predict.R b/R_package/ranger/R/predict.R index 1e1b0c19b..1d301f79d 100644 --- a/R_package/ranger/R/predict.R +++ b/R_package/ranger/R/predict.R @@ -17,10 +17,11 @@ # Written by: # # Marvin N. Wright -# Institut für Medizinische Biometrie und Statistik -# Universität zu Lübeck +# Institut fuer Medizinische Biometrie und Statistik +# Universitaet zu Luebeck # Ratzeburger Allee 160 -# 23562 Lübeck +# 23562 Luebeck +# Germany # # http://www.imbs-luebeck.de # wright@imbs.uni-luebeck.de diff --git a/R_package/ranger/R/predictions.R b/R_package/ranger/R/predictions.R index f844433fc..25d879b0d 100644 --- a/R_package/ranger/R/predictions.R +++ b/R_package/ranger/R/predictions.R @@ -17,10 +17,11 @@ # Written by: # # Marvin N. Wright -# Institut für Medizinische Biometrie und Statistik -# Universität zu Lübeck +# Institut fuer Medizinische Biometrie und Statistik +# Universitaet zu Luebeck # Ratzeburger Allee 160 -# 23562 Lübeck +# 23562 Luebeck +# Germany # # http://www.imbs-luebeck.de # wright@imbs.uni-luebeck.de diff --git a/R_package/ranger/R/print.R b/R_package/ranger/R/print.R index 4d75dc145..a48312986 100644 --- a/R_package/ranger/R/print.R +++ b/R_package/ranger/R/print.R @@ -17,10 +17,11 @@ # Written by: # # Marvin N. Wright -# Institut für Medizinische Biometrie und Statistik -# Universität zu Lübeck +# Institut fuer Medizinische Biometrie und Statistik +# Universitaet zu Luebeck # Ratzeburger Allee 160 -# 23562 Lübeck +# 23562 Luebeck +# Germany # # http://www.imbs-luebeck.de # wright@imbs.uni-luebeck.de diff --git a/R_package/ranger/R/ranger.R b/R_package/ranger/R/ranger.R index cc4a9f079..bd14230fe 100644 --- a/R_package/ranger/R/ranger.R +++ b/R_package/ranger/R/ranger.R @@ -17,10 +17,11 @@ # Written by: # # Marvin N. Wright -# Institut für Medizinische Biometrie und Statistik -# Universität zu Lübeck +# Institut fuer Medizinische Biometrie und Statistik +# Universitaet zu Luebeck # Ratzeburger Allee 160 -# 23562 Lübeck +# 23562 Luebeck +# Germany # # http://www.imbs-luebeck.de # wright@imbs.uni-luebeck.de @@ -148,6 +149,8 @@ ##' @seealso \code{\link{predict.ranger}} ##' @useDynLib ranger ##' @importFrom Rcpp evalCpp +##' @import stats +##' @import utils ##' @export ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, importance = "none", write.forest = FALSE, probability = FALSE, diff --git a/R_package/ranger/R/timepoints.R b/R_package/ranger/R/timepoints.R index 9ecf50267..4189983f3 100644 --- a/R_package/ranger/R/timepoints.R +++ b/R_package/ranger/R/timepoints.R @@ -17,10 +17,11 @@ # Written by: # # Marvin N. Wright -# Institut für Medizinische Biometrie und Statistik -# Universität zu Lübeck +# Institut fuer Medizinische Biometrie und Statistik +# Universitaet zu Luebeck # Ratzeburger Allee 160 -# 23562 Lübeck +# 23562 Luebeck +# Germany # # http://www.imbs-luebeck.de # wright@imbs.uni-luebeck.de diff --git a/R_package/ranger/R/tune.R b/R_package/ranger/R/tune.R index b6d1dfbc1..ba1ebb5c0 100644 --- a/R_package/ranger/R/tune.R +++ b/R_package/ranger/R/tune.R @@ -17,10 +17,11 @@ # Written by: # # Marvin N. Wright -# Institut für Medizinische Biometrie und Statistik -# Universität zu Lübeck +# Institut fuer Medizinische Biometrie und Statistik +# Universitaet zu Luebeck # Ratzeburger Allee 160 -# 23562 Lübeck +# 23562 Luebeck +# Germany # # http://www.imbs-luebeck.de # wright@imbs.uni-luebeck.de diff --git a/R_package/ranger/src/Makevars b/R_package/ranger/src/Makevars index 3d174ea9c..0689c2265 100644 --- a/R_package/ranger/src/Makevars +++ b/R_package/ranger/src/Makevars @@ -1,2 +1,2 @@ ## Use c++11 -CXX_STD = CXX11 \ No newline at end of file +CXX_STD = CXX11 From c147f550756d8b7843e59d25e843b332c224e9b3 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 28 Jul 2015 12:52:01 +0200 Subject: [PATCH 217/344] add new release src --- release/ranger_0.2.6.tar.gz | Bin 44859 -> 44899 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/release/ranger_0.2.6.tar.gz b/release/ranger_0.2.6.tar.gz index 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  • !N8Eu0nIya~Zhqio7gGi@nML`kTh-rD>YvKy z7&8NBU@Q$>2yQH5>8EW)()DUT(LaSWUdhd;C0lyIm&XzqzEv*>6-eP>RpVInHfEYi zz^^?>-!3#Rn3(}9RCOn85a$^{j`Ysq^e%UmpQP8t0&s%Q%> zW}T&;Y9WKWIz$)nIXy3Ifl#+<>sRmF%Ob^T>|wsGV}?`l~$mN2F}iXjOC} zhypTVu6+(<$7d0HMatEtqn@}@o_W;vuq;dwvxpo|TIP(Nv``Ot1x?I4+nA>;4ti*e zGhU@~0m>Xi^>+iXTZ1-I7?authFN`{qeocgr#mII^>(+9l9UZ6tmW>0!QL0518Q(v zAuplMn7BfPg1^`ZVOy^?nblUw&;_R31*O5VIIn34J|AqXkOQyo8=MwzJv#FEoXfe) z(4QRRH-Gm30A#;lX*}lNFLgOC4j^rB8I?6^M>Jbp!*l9Mzlp?X;fbRAq1I{R4FOBY z7Xg4+?mCBJPs7lys_sihw~bM1v$|acNy}*4TCabm1Vo+c3=wGL#C*in>~m79Im`L9 zm8Yi|nQi}ATcd&V>_i=wQntt-s6FGiYysXI?^QD)(oQ^ubdnDHtE%XA`@*9i4Vyy) zvT--E;js()7Uy@SthPp6yC6yZGXiUEegW*>dzh=n z>hmZ98c8Q$>J&{34-=#?cR3g;4){pz=5n61nP$3-CokADtOYq#Qy+1F z^WR~Rj$}ObFINJ;vsw3TlfsCj#}z?M$sx>cPC7x6&T^cXKO3CLv1j9D#KC!mCDec7 zb*$l9uqiyfBgOCf7WP=T(`|qGRIlMUU409Uzf1~<=wGnwijUBkd&jONSd}o6f@+M;TkOd&(e6gGRgy#%>xa(cb^;vNXTq&C=d{;9~ z9S=JMH3{V-LhIn^&w{RQFKIZ5WM;yyq*_3^b~~YJB%xBy(+N0^Bbhq#w4i+|xbaX6 z8IbcthT3bVV%&o9h}hxxUCHwJ#dW6R{CSl$Y}@$$m*|pzDqxT`?>aUuZWxxR(R?sJ z2P4Zc>lRmHIbIdI37REc2+8~`Y>D%2Ia?>Un$SO6w!D!@u6oCs1X-{XCzR(vM+V9+ zhEwBtRE?UzljdSI$yIEk&KN$e@ZW`Q=EL4U4XyOtYW4%XG_dMw#8};%4y4GBuGWtu z4k*T~k((QM3zR6l##S*Wb#zhaP(sg`d`<$C<&HK~m zkCYZ;YK9Ku`c+9JX!=hyR>#m*@EDw+7>BTS*%QsG?F$pdH;GJk4YaOjrJr*|6+1Aq z%c#Exg-*SJUm>4uaJfpGA9EzoKbL089JwZsSn05&SbFpMv!8hsTeRxMU-k%-*Ir*t zwq7D~KF$!zL<^Tt&;I#bZ)vd{C=}a)`5kuJc)d4jO>V?lX=*g-%w+c608q6FdgBdT zA72jQZI*w%e0?fWl8E<04_XzqhqMQUm374EmA>j#aseD-52GHcSZY+BYrs11AMQF3 Qclass_values, &response_classIDs, &this->is_ordered_variable); trees.push_back(tree); } diff --git a/source/src/Forest/ForestProbability.cpp b/source/src/Forest/ForestProbability.cpp index c8299b4fc..99cab309f 100644 --- a/source/src/Forest/ForestProbability.cpp +++ b/source/src/Forest/ForestProbability.cpp @@ -53,7 +53,7 @@ void ForestProbability::loadForest(size_t dependent_varID, size_t num_trees, trees.reserve(num_trees); for (size_t i = 0; i < num_trees; ++i) { Tree* tree = new TreeProbability(forest_child_nodeIDs[i], forest_split_varIDs[i], forest_split_values[i], - &class_values, &response_classIDs, forest_terminal_class_counts[i], &is_ordered_variable); + &this->class_values, &response_classIDs, forest_terminal_class_counts[i], &this->is_ordered_variable); trees.push_back(tree); } diff --git a/source/src/Forest/ForestRegression.cpp b/source/src/Forest/ForestRegression.cpp index 690d6ca4b..c0fe10ac5 100644 --- a/source/src/Forest/ForestRegression.cpp +++ b/source/src/Forest/ForestRegression.cpp @@ -54,7 +54,7 @@ void ForestRegression::loadForest(size_t dependent_varID, size_t num_trees, trees.reserve(num_trees); for (size_t i = 0; i < num_trees; ++i) { Tree* tree = new TreeRegression(forest_child_nodeIDs[i], forest_split_varIDs[i], forest_split_values[i], - &is_ordered_variable); + &this->is_ordered_variable); trees.push_back(tree); } diff --git a/source/src/version.h b/source/src/version.h index 70ee54dba..81128a221 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.1.9" +#define RANGER_VERSION "0.2.0" #endif From 0eca62e0fc7657c4d544772c07f00db48f700c47 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 20 Apr 2015 12:23:24 +0200 Subject: [PATCH 184/344] avoid copying the data --- R_package/ranger/DESCRIPTION | 4 ++-- R_package/ranger/R/ranger.R | 31 +++++++++++++++---------------- source/src/version.h | 2 +- 3 files changed, 18 insertions(+), 19 deletions(-) diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 7570c70d5..2c344b552 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,8 +1,8 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.2.0 -Date: 2015-04-17 +Version: 0.2.0.72 +Date: 2015-04-20 Author: Marvin N. Wright Maintainer: Marvin N. Wright Description: Ranger is a fast implementation of Random Forests, particularly diff --git a/R_package/ranger/R/ranger.R b/R_package/ranger/R/ranger.R index a2e1a5dbd..b37889008 100644 --- a/R_package/ranger/R/ranger.R +++ b/R_package/ranger/R/ranger.R @@ -181,14 +181,13 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, } else { response <- data[, c(dependent.variable.name, status.variable.name)] } - data.selected <- data } else { formula <- formula(formula) if (class(formula) != "formula") { stop("Error: Invalid formula.") } - data.selected <- model.frame(formula, data, na.action = na.fail) - response <- data.selected[[1]] + data <- model.frame(formula, data, na.action = na.fail) + response <- data[[1]] } ## Probability estimation @@ -217,29 +216,29 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, dependent.variable.name <- dimnames(response)[[2]][1] status.variable.name <- dimnames(response)[[2]][2] } else { - dependent.variable.name <- names(data.selected)[1] + dependent.variable.name <- names(data)[1] status.variable.name <- "none" } - independent.variable.names <- names(data.selected)[-1] + independent.variable.names <- names(data)[-1] } else { - independent.variable.names <- names(data.selected)[names(data.selected) != dependent.variable.name & - names(data.selected) != status.variable.name] + independent.variable.names <- names(data)[names(data) != dependent.variable.name & + names(data) != status.variable.name] } ## Input data and variable names if (!is.null(formula)) { if (treetype == 5) { data.final <- data.matrix(cbind(response[, 1], response[, 2], - data.selected[-1])) + data[-1])) variable.names <- c(dependent.variable.name, status.variable.name, independent.variable.names) } else { - data.final <- data.matrix(data.selected) - variable.names <- names(data.selected) + data.final <- data.matrix(data) + variable.names <- names(data) } } else { - data.final <- data.matrix(data.selected) - variable.names <- names(data.selected) + data.final <- data.matrix(data) + variable.names <- names(data) } ## If gwa mode, add snp variable names @@ -322,16 +321,16 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, ## Unordered factors if (respect.unordered.factors) { - names.selected <- names(data.selected) - ordered.idx <- sapply(data.selected, is.ordered) - factor.idx <- sapply(data.selected, is.factor) + names.selected <- names(data) + ordered.idx <- sapply(data, is.ordered) + factor.idx <- sapply(data, is.factor) independent.idx <- names.selected != dependent.variable.name & names.selected != status.variable.name unordered.factor.variables <- names.selected[factor.idx & !ordered.idx & independent.idx] if (length(unordered.factor.variables) > 0) { use.unordered.factor.variables <- TRUE ## Check level count - num.levels <- sapply(data.selected[, factor.idx & !ordered.idx & independent.idx, drop = FALSE], nlevels) + num.levels <- sapply(data[, factor.idx & !ordered.idx & independent.idx, drop = FALSE], nlevels) max.level.count <- 8*.Machine$sizeof.pointer - 1 if (max(num.levels) > max.level.count) { stop(paste("Too many levels in unordered categorical variable ", unordered.factor.variables[which.max(num.levels)], diff --git a/source/src/version.h b/source/src/version.h index 81128a221..14e112f2e 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.2.0" +#define RANGER_VERSION "0.2.0.72" #endif From 0a28f4217562c1b0e64a70ef549a6d006514f77e Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 20 Apr 2015 14:17:57 +0200 Subject: [PATCH 185/344] back to std --- R_package/ranger/R/ranger.R | 31 ++++++++++++++++--------------- 1 file changed, 16 insertions(+), 15 deletions(-) diff --git a/R_package/ranger/R/ranger.R b/R_package/ranger/R/ranger.R index b37889008..a2e1a5dbd 100644 --- a/R_package/ranger/R/ranger.R +++ b/R_package/ranger/R/ranger.R @@ -181,13 +181,14 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, } else { response <- data[, c(dependent.variable.name, status.variable.name)] } + data.selected <- data } else { formula <- formula(formula) if (class(formula) != "formula") { stop("Error: Invalid formula.") } - data <- model.frame(formula, data, na.action = na.fail) - response <- data[[1]] + data.selected <- model.frame(formula, data, na.action = na.fail) + response <- data.selected[[1]] } ## Probability estimation @@ -216,29 +217,29 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, dependent.variable.name <- dimnames(response)[[2]][1] status.variable.name <- dimnames(response)[[2]][2] } else { - dependent.variable.name <- names(data)[1] + dependent.variable.name <- names(data.selected)[1] status.variable.name <- "none" } - independent.variable.names <- names(data)[-1] + independent.variable.names <- names(data.selected)[-1] } else { - independent.variable.names <- names(data)[names(data) != dependent.variable.name & - names(data) != status.variable.name] + independent.variable.names <- names(data.selected)[names(data.selected) != dependent.variable.name & + names(data.selected) != status.variable.name] } ## Input data and variable names if (!is.null(formula)) { if (treetype == 5) { data.final <- data.matrix(cbind(response[, 1], response[, 2], - data[-1])) + data.selected[-1])) variable.names <- c(dependent.variable.name, status.variable.name, independent.variable.names) } else { - data.final <- data.matrix(data) - variable.names <- names(data) + data.final <- data.matrix(data.selected) + variable.names <- names(data.selected) } } else { - data.final <- data.matrix(data) - variable.names <- names(data) + data.final <- data.matrix(data.selected) + variable.names <- names(data.selected) } ## If gwa mode, add snp variable names @@ -321,16 +322,16 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, ## Unordered factors if (respect.unordered.factors) { - names.selected <- names(data) - ordered.idx <- sapply(data, is.ordered) - factor.idx <- sapply(data, is.factor) + names.selected <- names(data.selected) + ordered.idx <- sapply(data.selected, is.ordered) + factor.idx <- sapply(data.selected, is.factor) independent.idx <- names.selected != dependent.variable.name & names.selected != status.variable.name unordered.factor.variables <- names.selected[factor.idx & !ordered.idx & independent.idx] if (length(unordered.factor.variables) > 0) { use.unordered.factor.variables <- TRUE ## Check level count - num.levels <- sapply(data[, factor.idx & !ordered.idx & independent.idx, drop = FALSE], nlevels) + num.levels <- sapply(data.selected[, factor.idx & !ordered.idx & independent.idx, drop = FALSE], nlevels) max.level.count <- 8*.Machine$sizeof.pointer - 1 if (max(num.levels) > max.level.count) { stop(paste("Too many levels in unordered categorical variable ", unordered.factor.variables[which.max(num.levels)], From a3fa6891e9fa06d626c1a4376727c506ff2c0c63 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 20 Apr 2015 15:11:38 +0200 Subject: [PATCH 186/344] allow matrix as input data --- R_package/ranger/R/ranger.R | 40 ++++++++++++++++++++++--------------- 1 file changed, 24 insertions(+), 16 deletions(-) diff --git a/R_package/ranger/R/ranger.R b/R_package/ranger/R/ranger.R index a2e1a5dbd..2145c4933 100644 --- a/R_package/ranger/R/ranger.R +++ b/R_package/ranger/R/ranger.R @@ -81,6 +81,7 @@ ##' @param seed Random seed. Default is \code{NULL}, which generates the seed from \code{R}. ##' @param dependent.variable.name Name of dependent variable, needed if no formula given. For survival forests this is the time variable. ##' @param status.variable.name Name of status variable, only applicable to survival data and needed if no formula given. Use 1 for event and 0 for censoring. +##' @param classification Only needed if data is a matrix. Set to \code{TRUE} to treat values of dependent variable as factor levels. ##' @return Object of class \code{ranger} with elements ##' \tabular{ll}{ ##' \code{forest} \tab Saved forest (If write.forest set to TRUE). Note that the variable IDs in the \code{split.varIDs} object do not necessarily represent the column number in R. \cr @@ -154,7 +155,8 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, scale.permutation.importance = FALSE, num.threads = NULL, save.memory = FALSE, verbose = TRUE, seed = NULL, - dependent.variable.name = NULL, status.variable.name = NULL) { + dependent.variable.name = NULL, status.variable.name = NULL, + classification = NULL) { ## GenABEL GWA data if (class(data) == "gwaa.data") { @@ -204,7 +206,11 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, treetype <- 1 } } else if (is.numeric(response) & is.vector(response)) { - treetype <- 3 + if (is.matrix(data) && !is.null(classification) && classification) { + treetype <- 1 + } else { + treetype <- 3 + } } else if (class(response) == "Surv" | class(response) == "data.frame") { treetype <- 5 } else { @@ -227,20 +233,19 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, } ## Input data and variable names - if (!is.null(formula)) { - if (treetype == 5) { - data.final <- data.matrix(cbind(response[, 1], response[, 2], - data.selected[-1])) - variable.names <- c(dependent.variable.name, status.variable.name, - independent.variable.names) - } else { - data.final <- data.matrix(data.selected) - variable.names <- names(data.selected) - } + if (!is.null(formula) & treetype == 5) { + data.final <- cbind(response[, 1], response[, 2], + data.selected[-1]) + colnames(data.final) <- c(dependent.variable.name, status.variable.name, + independent.variable.names) } else { - data.final <- data.matrix(data.selected) - variable.names <- names(data.selected) + data.final <- data.selected + } + if (!is.matrix(data.selected)) { + data.final <- data.matrix(data.final) } + variable.names <- colnames(data.final) + ## If gwa mode, add snp variable names if (gwa.mode) { @@ -352,6 +357,9 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, ## No loaded forest object loaded.forest <- list() + ## Clean up + rm("data.selected") + ## Call Ranger result <- rangerCpp(treetype, dependent.variable.name, data.final, variable.names, mtry, num.trees, verbose, seed, num.threads, write.forest, importance.mode, @@ -372,7 +380,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, } ## Set predictions - if (treetype == 1) { + if (treetype == 1 & !is.matrix(data)) { result$predictions <- factor(result$predictions, levels = 1:nlevels(response), labels = levels(response)) result$classification.table <- table(result$predictions, unlist(data[, dependent.variable.name]), dnn = c("predicted", "true")) @@ -380,7 +388,7 @@ ranger <- function(formula = NULL, data = NULL, num.trees = 500, mtry = NULL, result$chf <- result$predictions result$predictions <- NULL result$survival <- exp(-result$chf) - } else if (treetype == 9) { + } else if (treetype == 9 & !is.matrix(data)) { colnames(result$predictions) <- levels(response) } From fae89b325a645a1e38e6a10939d361e13be6ade1 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Mon, 20 Apr 2015 15:13:58 +0200 Subject: [PATCH 187/344] new version --- CHANGELOG | 5 +++++ R_package/ranger/DESCRIPTION | 2 +- release/ranger_0.2.1.tar.gz | Bin 0 -> 42917 bytes source/src/version.h | 2 +- 4 files changed, 7 insertions(+), 2 deletions(-) create mode 100644 release/ranger_0.2.1.tar.gz diff --git a/CHANGELOG b/CHANGELOG index bb972e1ab..fd7c90bb1 100644 --- a/CHANGELOG +++ b/CHANGELOG @@ -1,3 +1,8 @@ +## ----------------------------------------------------------------------- ## +## Version 0.2.1 +## ----------------------------------------------------------------------- ## +- Allow matrix as input data in R version + ## ----------------------------------------------------------------------- ## ## Version 0.2.0 ## ----------------------------------------------------------------------- ## diff --git a/R_package/ranger/DESCRIPTION b/R_package/ranger/DESCRIPTION index 2c344b552..b553b8b20 100644 --- a/R_package/ranger/DESCRIPTION +++ b/R_package/ranger/DESCRIPTION @@ -1,7 +1,7 @@ Package: ranger Type: Package Title: A fast implementation of Random Forests -Version: 0.2.0.72 +Version: 0.2.1 Date: 2015-04-20 Author: Marvin N. Wright Maintainer: Marvin N. 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class_values(class_values), response_classIDs(response_classIDs) { } TreeClassification::TreeClassification(std::vector>& child_nodeIDs, std::vector& split_varIDs, std::vector& split_values, std::vector* class_values, std::vector* response_classIDs) : - Tree(child_nodeIDs, split_varIDs, split_values), class_values(class_values), response_classIDs(response_classIDs), class_counts( - 0), class_counts_left(0), class_counts_0(0), class_counts_1(0) { + Tree(child_nodeIDs, split_varIDs, split_values), class_values(class_values), response_classIDs(response_classIDs) { } TreeClassification::~TreeClassification() { } void TreeClassification::initInternal() { - - size_t num_classes = class_values->size(); - // Class counts - class_counts = new size_t[num_classes]; - class_counts_left = new size_t[num_classes]; - - // For GWA mode, reuse left for 0 - class_counts_0 = class_counts_left; - class_counts_1 = new size_t[num_classes]; + // Empty on purpose } void TreeClassification::addPrediction(size_t nodeID, size_t sampleID) { @@ -143,6 +133,7 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi size_t best_varID = 0; double best_value = 0; + size_t* class_counts = new size_t[num_classes]; // Compute overall class counts for (size_t i = 0; i < num_classes; ++i) { class_counts[i] = 0; @@ -165,21 +156,12 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi continue; } - // If the column consists only of gwa data - if ((possible_split_values.size() == 2 && possible_split_values[0] == 0 && possible_split_values[1] == 1) - || (possible_split_values.size() == 3 && possible_split_values[0] == 0 && possible_split_values[1] == 1 - && possible_split_values[2] == 2)) { - - findBestSplitValueGWA(nodeID, varID, num_classes, num_samples_node, best_value, best_varID, best_decrease); - - } else { - - findBestSplitValue(nodeID, varID, possible_split_values, num_classes, num_samples_node, best_value, best_varID, - best_decrease); - - } + findBestSplitValue(nodeID, varID, possible_split_values, num_classes, class_counts, num_samples_node, best_value, + best_varID, best_decrease); } + delete[] class_counts; + // Stop if no good split found if (best_decrease < 0) { return true; @@ -197,120 +179,70 @@ bool TreeClassification::findBestSplit(size_t nodeID, std::vector& possi } void TreeClassification::findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, - size_t num_classes, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease) { + size_t num_classes, size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, + double& best_decrease) { - // For all possible split values - for (auto& split_value : possible_split_values) { + size_t num_splits = possible_split_values.size(); - // Initialize - size_t n_left = 0; - for (size_t i = 0; i < num_classes; ++i) { - class_counts_left[i] = 0; - } + // Initialize + size_t* class_counts_right = new size_t[num_splits * num_classes]; + for (size_t i = 0; i < num_splits * num_classes; ++i) { + class_counts_right[i] = 0; + } + size_t* n_right = new size_t[num_splits]; + for (size_t i = 0; i < num_splits; ++i) { + n_right[i] = 0; + } + + // Count samples in right child per class and possbile split + for (auto& sampleID : sampleIDs[nodeID]) { + double value = data->get(sampleID, varID); + uint sample_classID = (*response_classIDs)[sampleID]; - // Virtually split at this value. Count overall and for classes. - for (auto& sampleID : sampleIDs[nodeID]) { - double value = data->get(sampleID, varID); - uint sample_classID = (*response_classIDs)[sampleID]; - if (value <= split_value) { - ++n_left; - ++class_counts_left[sample_classID]; + // Count samples until split_value reached + for (size_t i = 0; i < num_splits; ++i) { + if (value > possible_split_values[i]) { + ++n_right[i]; + ++class_counts_right[i * num_classes + sample_classID]; + } else { + break; } } + } + + // Compute decrease of impurity for each possible split + for (size_t i = 0; i < num_splits; ++i) { // Stop if one child empty - size_t n_right = num_samples_node - n_left; - if (n_left == 0 || n_right == 0) { + size_t n_left = num_samples_node - n_right[i]; + if (n_left == 0 || n_right[i] == 0) { continue; } // Sum of squares double sum_left = 0; double sum_right = 0; - for (size_t i = 0; i < num_classes; ++i) { - size_t class_count_right = class_counts[i] - class_counts_left[i]; - sum_left += class_counts_left[i] * class_counts_left[i]; + for (size_t j = 0; j < num_classes; ++j) { + size_t class_count_right = class_counts_right[i * num_classes + j]; + size_t class_count_left = class_counts[j] - class_count_right; + sum_right += class_count_right * class_count_right; + sum_left += class_count_left * class_count_left; } // Decrease of impurity - double decrease = sum_left / (double) n_left + sum_right / (double) n_right; + double decrease = sum_left / (double) n_left + sum_right / (double) n_right[i]; // If better than before, use this if (decrease > best_decrease) { - best_value = split_value; + best_value = possible_split_values[i]; best_varID = varID; best_decrease = decrease; } } -} - -void TreeClassification::findBestSplitValueGWA(size_t nodeID, size_t varID, size_t num_classes, size_t num_samples_node, - double& best_value, size_t& best_varID, double& best_decrease) { - - // Initialize - for (size_t i = 0; i < num_classes; ++i) { - class_counts_0[i] = 0; - class_counts_1[i] = 0; - } - size_t n_0 = 0; - size_t n_1 = 0; - - // Count 0,1,2 per classes - for (size_t i = 0; i < num_samples_node; ++i) { - size_t sampleID = sampleIDs[nodeID][i]; - double value = data->get(sampleID, varID); - uint sample_classID = (*response_classIDs)[sampleID]; - - // Add to count - if (value == 0) { - ++class_counts_0[sample_classID]; - ++n_0; - } else if (value == 1) { - ++class_counts_1[sample_classID]; - ++n_1; - } - } - - // Split at 0 or 1 - // Sum of squares - double sum_left_split_0 = 0; - double sum_right_split_0 = 0; - double sum_left_split_1 = 0; - double sum_right_split_1 = 0; - for (size_t i = 0; i < num_classes; ++i) { - size_t class_count_right = class_counts[i] - class_counts_0[i]; - sum_left_split_0 += class_counts_0[i] * class_counts_0[i]; - sum_right_split_0 += class_count_right * class_count_right; - - size_t class_count_left = class_counts_0[i] + class_counts_1[i]; - class_count_right = class_counts[i] - class_count_left; - sum_left_split_1 += class_count_left * class_count_left; - sum_right_split_1 += class_count_right * class_count_right; - } - - // Number of samples left and right per split - size_t n_left_split_0 = n_0; - size_t n_right_split_0 = num_samples_node - n_0; - size_t n_left_split_1 = n_0 + n_1; - size_t n_right_split_1 = num_samples_node - n_left_split_1; - - // Decrease of impurity - double decrease_split_0 = sum_left_split_0 / (double) n_left_split_0 + sum_right_split_0 / (double) n_right_split_0; - double decrease_split_1 = sum_left_split_1 / (double) n_left_split_1 + sum_right_split_1 / (double) n_right_split_1; - - // If better than before, use this - if (decrease_split_0 > best_decrease) { - best_value = 0; - best_varID = varID; - best_decrease = decrease_split_0; - } - if (decrease_split_1 > best_decrease) { - best_value = 1; - best_varID = varID; - best_decrease = decrease_split_1; - } + delete[] class_counts_right; + delete[] n_right; } void TreeClassification::addGiniImportance(size_t nodeID, size_t varID, double decrease) { diff --git a/source/src/Tree/TreeClassification.h b/source/src/Tree/TreeClassification.h index dfb0ba54b..cfce337e4 100644 --- a/source/src/Tree/TreeClassification.h +++ b/source/src/Tree/TreeClassification.h @@ -58,9 +58,7 @@ class TreeClassification: public Tree { // Called by splitNodeInternal(). Sets split_varIDs and split_values. bool findBestSplit(size_t nodeID, std::vector& possible_split_varIDs); void findBestSplitValue(size_t nodeID, size_t varID, std::vector& possible_split_values, size_t num_classes, - size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); - void findBestSplitValueGWA(size_t nodeID, size_t varID, size_t num_classes, size_t num_samples_node, - double& best_value, size_t& best_varID, double& best_decrease); + size_t* class_counts, size_t num_samples_node, double& best_value, size_t& best_varID, double& best_decrease); void addGiniImportance(size_t nodeID, size_t varID, double decrease); @@ -69,23 +67,15 @@ class TreeClassification: public Tree { predictions[0].resize(num_predictions, 0); } + // TODO: needed? void cleanUpInternal() { - delete[] class_counts; - delete[] class_counts_left; - delete[] class_counts_1; - // class_counts_0 is deleted by class_counts_left + // Empty on purpose } // Classes of the dependent variable and classIDs for responses std::vector* class_values; std::vector* response_classIDs; - // Fields to save to while tree growing - size_t* class_counts; - size_t* class_counts_left; - size_t* class_counts_0; - size_t* class_counts_1; - DISALLOW_COPY_AND_ASSIGN(TreeClassification); }; diff --git a/source/src/utility/Data.cpp b/source/src/utility/Data.cpp index 9d4516fe3..d7eaee14f 100644 --- a/source/src/utility/Data.cpp +++ b/source/src/utility/Data.cpp @@ -167,17 +167,17 @@ void Data::getAllValues(std::vector& all_values, std::vector& sa // All values for varID (no duplicates) for given sampleIDs if (varID < num_cols_no_sparse) { + all_values.reserve(sampleIDs.size()); for (size_t i = 0; i < sampleIDs.size(); ++i) { - double value = get(sampleIDs[i], varID); - std::vector::iterator it = std::find(all_values.begin(), all_values.end(), value); - if (it == all_values.end()) { - all_values.push_back(value); - } + all_values.push_back(get(sampleIDs[i], varID)); } + sort(all_values.begin(), all_values.end()); + all_values.erase(unique(all_values.begin(), all_values.end()), all_values.end()); + } else { // If GWA data just use 0, 1. A split at 2 would always produce empty right child. - all_values = std::vector( { 0, 1}); + all_values = std::vector( { 0, 1 }); } } diff --git a/source/src/version.h b/source/src/version.h index d1d1a7b19..0092bd5d9 100644 --- a/source/src/version.h +++ b/source/src/version.h @@ -1,3 +1,3 @@ #ifndef RANGER_VERSION -#define RANGER_VERSION "0.1.0" +#define RANGER_VERSION "0.1.1" #endif From 902adc826072315325bf0b9c39758f23431f20f7 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 27 Aug 2014 14:57:02 +0200 Subject: [PATCH 034/344] change debug settings --- source/.cproject | 1 + source/src/Tree/TreeClassification.cpp | 1 + 2 files changed, 2 insertions(+) diff --git a/source/.cproject b/source/.cproject index af8c48b04..4580087ef 100644 --- a/source/.cproject +++ b/source/.cproject @@ -62,4 +62,5 @@ + diff --git a/source/src/Tree/TreeClassification.cpp b/source/src/Tree/TreeClassification.cpp index eac26e085..b50c961a8 100644 --- a/source/src/Tree/TreeClassification.cpp +++ b/source/src/Tree/TreeClassification.cpp @@ -50,6 +50,7 @@ TreeClassification::TreeClassification(std::vector>& child_n TreeClassification::~TreeClassification() { } +// TODO: Needed? void TreeClassification::initInternal() { // Empty on purpose } From 1eb6ef33198e4760308ca0d7bf3cb9a9b1fdba55 Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 27 Aug 2014 15:00:59 +0200 Subject: [PATCH 035/344] cleanup TODO --- TODO | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/TODO b/TODO index 4b1976699..a5ddcda92 100644 --- a/TODO +++ b/TODO @@ -4,7 +4,9 @@ ## ----------------------------------------------------------------------- ## - Progress output too often in long runs -- Speedup regression, probability, survival +- Speedup regression and probability for continouos covariates, like in + classification +- How to speedup survival for continouos covariates? ## ----------------------------------------------------------------------- ## From 9ceba82b7066bfd8c063f2648905fe294ff30f0f Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Tue, 16 Sep 2014 22:02:50 +0200 Subject: [PATCH 036/344] add new TODO items --- TODO | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/TODO b/TODO index a5ddcda92..1c6464920 100644 --- a/TODO +++ b/TODO @@ -3,10 +3,21 @@ ## TOOD software ## ----------------------------------------------------------------------- ## +- Use changelog now! +- predictions function not working for probability trees +- predictions slot should be probabilities for probability trees +- Prediction VIMP with regression methods + -> Compare with regression on binary phenotype: Error, predictions, VIMP +- Add importance function to run on existing forest +- Add prediction error for tree subsets (as in randomForest) +- Change help (see Silke's mail) + - Progress output too often in long runs - Speedup regression and probability for continouos covariates, like in classification - How to speedup survival for continouos covariates? +- Try to run it on Windows with gcc 4.6 + -> Build minimal example and ask somewhere? ## ----------------------------------------------------------------------- ## From 9223971a3597e22da70e877f0575583a367ae7db Mon Sep 17 00:00:00 2001 From: Marvin Wright Date: Wed, 17 Sep 2014 08:22:13 +0200 Subject: [PATCH 037/344] fix importance name conflict --- R_package/create_package.R | 6 ++++++ R_package/importance.R | 5 +---- 2 files changed, 7 insertions(+), 4 deletions(-) diff --git a/R_package/create_package.R b/R_package/create_package.R index 8c8926cce..9eb31864c 100644 --- a/R_package/create_package.R +++ b/R_package/create_package.R @@ -43,6 +43,12 @@ Rcpp.package.skeleton(package.name, attributes = TRUE, force = TRUE, compileAttributes(file.path(".", package.name, "")) unlink(file.path(package.name, "man", paste(package.name, "-package.Rd", sep = ""))) +## TODO: Instead use inst/include/ranger.h ? +## Add globals.h to RcppExports.cpp (for building on Windows) +rcpp.exports.file <- file.path(".", package.name, "src", "RcppExports.cpp") +input <- readLines(rcpp.exports.file) +writeLines(c("#include \"globals.h\"", input), rcpp.exports.file) + ## Change DESCRIPTION file dcf.file <- file.path(".", package.name, "DESCRIPTION") dcf <- read.dcf(dcf.file) diff --git a/R_package/importance.R b/R_package/importance.R index 5006e6298..1ce4257c7 100644 --- a/R_package/importance.R +++ b/R_package/importance.R @@ -26,9 +26,6 @@ # wright@imbs.uni-luebeck.de # ------------------------------------------------------------------------------- -##' @export -importance <- function(x, ...) UseMethod("importance") - ##' Extract variable importance of Ranger object. ##' ##' @@ -40,7 +37,7 @@ importance <- function(x, ...) UseMethod("importance") ##' @author Marvin N. 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