Table 11.

Prediction accuracy and mean evaluation time (seconds) in the electricity dataset.

Classifier	AWE		ARF		OzaBag Adwin		Leverage Bagging
Drift Detectors	Accuracy	Time	Accuracy	Time	Accuracy	Time	Accuracy	Time
ERDDM	53.61	0.45	91.43	82.15	51.9	0.43	52.9	0.44
RDDM	51.21	0.45	89.42	82.97	49.6	0.48	51.3	0.49
EDDM	41.85	0.39	82.91	180.14	40.62	0.34	39.24	0.39
STEPD	43.19	0.39	81.34	184.52	44.35	0.38	44.13	0.41