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@ -24,7 +24,7 @@ def write_to_file(file_name):
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f.write("\n\n")
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f.write("Size of the dataset\n")
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f.write(str(df.info()))
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print(df.info(), file=f)
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f.write("\n\n")
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@ -39,7 +39,7 @@ def write_to_file(file_name):
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f.write("\n\n")
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f.write("Size of undersampled dataset\n")
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f.write(str(undersample_data.info()))
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print(undersample_data.info(), file=f)
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f.write("\n\n")
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@ -56,7 +56,7 @@ def write_to_file(file_name):
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f.write("\n\n")
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f.write("Statistical measures of the training dataset of whole data\n")
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f.write(str(pd.concat([X_train, y_train], axis=1).info()))
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print(pd.concat([X_train, y_train], axis=1).info(), file=f)
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f.write("\n")
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f.write(str(pd.concat([X_train, y_train], axis=1).describe()))
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f.write("\n")
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@ -65,7 +65,7 @@ def write_to_file(file_name):
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f.write("\n\n")
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f.write("Statistical measures of the test dataset of whole data\n")
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f.write(str(pd.concat([X_test, y_test], axis=1).info()))
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print(pd.concat([X_test, y_test], axis=1).info(), file=f)
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f.write("\n")
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f.write(str(pd.concat([X_test, y_test], axis=1).describe()))
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f.write("\n")
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@ -74,8 +74,8 @@ def write_to_file(file_name):
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f.write("\n\n")
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f.write("Statistical measures of the training dataset of undersampled data\n")
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f.write(
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str(pd.concat([X_train_undersample, y_train_undersample], axis=1).info())
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print(
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pd.concat([X_train_undersample, y_train_undersample], axis=1).info(), file=f
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)
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f.write("\n")
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f.write(
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@ -95,7 +95,9 @@ def write_to_file(file_name):
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f.write("\n\n")
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f.write("Statistical measures of the test dataset of undersampled data\n")
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f.write(str(pd.concat([X_test_undersample, y_test_undersample], axis=1).info()))
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print(
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pd.concat([X_test_undersample, y_test_undersample], axis=1).info(), file=f
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)
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f.write("\n")
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f.write(
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str(pd.concat([X_test_undersample, y_test_undersample], axis=1).describe())
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