Table 12.

Prediction accuracy and mean evaluation time (second) of the intrusion detection dataset.

Classifier	AWE		ARF		OzaBag Adwin		Leverage Bagging
Drift Detectors	Accuracy	Time	Accuracy	Time	Accuracy	Time	Accuracy	Time
ERDDM	86.11	7.58	99.93	367.34	75.98	7.45	70.69	8.12
RDDM	84.16	7.19	99.91	318.64	74.31	7.34	69.43	7.83
EDDM	71.26	5.97	99.1	1093.62	59.34	6.92	62.71	7.14
STEPD	69.19	6.66	99.79	1194.12	61.96	9.29	65.19	11.38