Concept Drift Detection Through Resampling

Maayan Harel, Shie Mannor, Ran El-Yaniv, Koby Crammer

Abstract: Detecting changes in data-streams is an important part of enhancing learning quality in dynamic environments. We devise a procedure for detecting concept drifts in data-streams that relies on analy...