The Influence of Multiple Classes on Learning Online Classifiers from Imbalanced and Concept Drifting Data Streams

Agnieszka Lipska, Jerzy Stefanowski

This work is aimed at the experimental studying the influence of local data characteristics and drifts on the difficulties of learning various online classifiers from multi-class i…