Sampling Based Approaches to Handle Imbalances in Network Traffic Dataset for Machine Learning Techniques

Raman Singh, Harish Kumar, R. K. Singla

Network traffic data is huge, varying and imbalanced because various classes are not equally distributed. Machine learning (ML) algorithms for traffic analysis uses the samples fro…