Table 3.
The download website, description and used functions of the libraries (all web links accessed on 5 June 2022).
| Library | Download Website | Description | Used Function |
|---|---|---|---|
| sklearn | https://scikit-learn.org | Tools for predictive data analysis | confusion_matrix, train_test_split, preprocessing, MLPClassifier, KNeighborsClassifier, SVC |
| sdv | https://github.com/sdv-dev/SDV | A synthetic data generation ecosystem | CTGAN, evaluate |
| pandas | https://pandas.pydata.org | A data analysis and manipulation tool | read_csv, factorize, DataFrame |
| numpy | https://numpy.org | A scientific computing package | diag, sum, mean |
| matplotlib | https://matplotlib.org | A comprehensive visualization library | pyplot |