Created
May 9, 2020 12:49
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| def split_train_test (df, target_feature,test_size=0.2): | |
| filtered_list = list(df._get_numeric_data().columns) | |
| filtered_list.remove(target_feature) | |
| X = df[filtered_list] | |
| y = df[target_feature] | |
| X_train, X_test, y_train,y_test= train_test_split(X,y,test_size=test_size) | |
| print(''' X_train size : {} | |
| y_train size : {} | |
| X_test size : {} | |
| y_test size : {} | |
| '''.format( X_train.shape, X_test.shape, y_train.shape,y_test.shape)) | |
| return X_train, X_test, y_train,y_test |
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