Concept Drift is considered a challenging problem that appears in data streaming. The classifier’s error rate and the ensemble are used most of previous works to manage classification accuracy as criterion for judging whether concept drift happening or not. KAPPA an effective way measure level agreement, it may be suitable detect reliable, fast, computationally efficient way. In this paper, we ...