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Add Titanic Survival Prediction project#97

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zain-cs:titanic-survival-prediction
Open

Add Titanic Survival Prediction project#97
zain-cs wants to merge 1 commit into
Grow-with-Open-Source:mainfrom
zain-cs:titanic-survival-prediction

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@zain-cs

@zain-cs zain-cs commented Jul 2, 2026

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Description

Added a machine learning project that predicts Titanic passenger survival using Logistic Regression and Random Forest.

Changes

  • Added Titanic-Survival-Prediction/ folder with complete project
  • explore.py — Data exploration & visualization
  • preprocess.py — Data cleaning & feature engineering
  • train.py — Model training & evaluation
  • predict.py — Predictions on new passengers
  • requirements.txt — Dependencies
  • README.md — Project documentation

Results

Model Accuracy
Logistic Regression 81.01%
Random Forest 82.12%

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github-actions Bot commented Jul 2, 2026

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👋 @zain-cs
Thank you for raising your pull request.
Please make sure you have followed our contributing guidelines. We will review it as soon as possible.

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