Oleg Makhnin

Dealing with Class Imbalance in Machine Learning: Performance Metrics and Data Balancing Methods

2025

This work addressed the class imbalance problem in machine learning and identified performance metrics suited to unbalanced datasets. Extensive experiments were conducted on both simulated and real-life data using various machine learning algorithms and data …