diff --git a/dataset-stats.py b/dataset-stats.py index 41cfe57..5a3510f 100644 --- a/dataset-stats.py +++ b/dataset-stats.py @@ -24,7 +24,7 @@ def write_to_file(file_name): f.write("\n\n") f.write("Size of the dataset\n") - f.write(str(df.info())) + print(df.info(), file=f) f.write("\n\n") @@ -39,7 +39,7 @@ def write_to_file(file_name): f.write("\n\n") f.write("Size of undersampled dataset\n") - f.write(str(undersample_data.info())) + print(undersample_data.info(), file=f) f.write("\n\n") @@ -56,7 +56,7 @@ def write_to_file(file_name): f.write("\n\n") f.write("Statistical measures of the training dataset of whole data\n") - f.write(str(pd.concat([X_train, y_train], axis=1).info())) + print(pd.concat([X_train, y_train], axis=1).info(), file=f) f.write("\n") f.write(str(pd.concat([X_train, y_train], axis=1).describe())) f.write("\n") @@ -65,7 +65,7 @@ def write_to_file(file_name): f.write("\n\n") f.write("Statistical measures of the test dataset of whole data\n") - f.write(str(pd.concat([X_test, y_test], axis=1).info())) + print(pd.concat([X_test, y_test], axis=1).info(), file=f) f.write("\n") f.write(str(pd.concat([X_test, y_test], axis=1).describe())) f.write("\n") @@ -74,8 +74,8 @@ def write_to_file(file_name): f.write("\n\n") f.write("Statistical measures of the training dataset of undersampled data\n") - f.write( - str(pd.concat([X_train_undersample, y_train_undersample], axis=1).info()) + print( + pd.concat([X_train_undersample, y_train_undersample], axis=1).info(), file=f ) f.write("\n") f.write( @@ -95,7 +95,9 @@ def write_to_file(file_name): f.write("\n\n") f.write("Statistical measures of the test dataset of undersampled data\n") - f.write(str(pd.concat([X_test_undersample, y_test_undersample], axis=1).info())) + print( + pd.concat([X_test_undersample, y_test_undersample], axis=1).info(), file=f + ) f.write("\n") f.write( str(pd.concat([X_test_undersample, y_test_undersample], axis=1).describe())