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Added My name #3

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6 changes: 4 additions & 2 deletions newFeat.py
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Original file line number Diff line number Diff line change
@@ -1,3 +1,4 @@
#Bhanu
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
Expand All @@ -23,9 +24,10 @@
import warnings
warnings.filterwarnings('ignore')

# stratify the outcome
outcome=diab['Outcome']
data=diab[diab.columns[:10]]
train,test=train_test_split(diab,test_size=0.25,random_state=0,stratify=diab['Outcome'])# stratify the outcome
train,test=train_test_split(diab,test_size=0.25,random_state=0,stratify=diab['Outcome'])
train_X=train[train.columns[:10]]
test_X=test[test.columns[:10]]
train_Y=train['Outcome']
Expand All @@ -42,4 +44,4 @@
model = LogisticRegression()
model.fit(train_X,train_Y)
prediction=model.predict(test_X)
print('The accuracy of the Logistic Regression is',metrics.accuracy_score(prediction,test_Y))
print('The accuracy of the Logistic Regression is',metrics.accuracy_score(prediction,test_Y))