Appendix for “Identifying Imbalance Thresholds in Input Data to Achieve Desired Levels of Algorithmic Fairness” Mariachiara Mecati, Andrea Adrignola, Antonio Vetro, Marco Torchiano (2022) Appendix for “Identifying Imbalance Thresholds in Input Data to Achieve Desired Levels of Algorithmic Fairness”