Abstract: Recently, mining data streams with concept drifts for actionable insights has become an important and challenging task for a wide range of applications including credit card fraud protection, network intrusion detection, etc. In this paper, we define the

Key words: Ensemble classifier, Reverse classifier, Concept drifting