Benchmark of Data Preprocessing Methods for Imbalanced Classification

Radovan Haluška, Jan Brabec, Tomáš Komárek

Severe class imbalance is one of the main conditions that make machine learning in cybersecurity difficult. A variety of dataset preprocessing methods have been introduced over the…