Table 5.

Mean evaluation time of synthetic imbalanced datasets.

Dataset	Agarwal
Artificial	ERDDM	RDDM	EDDM	STEPD
Ab-50k | Gr-50k	1.82 | 1.56	1.83 | 1.62	1.50 | 1.57	1.50 | 1.36
Ab-100k | Gr-100k	3.08 | 2.71	3.34 | 3.12	3.06 | 3.14	3.01 | 2.88
Ab-150k | Gr-150k	4.54 | 4.72	5.08 | 4.87	4.54 | 4.84	4.72 | 4.25
Dataset	Mixed
Artificial	ERDDM	RDDM	EDDM	STEPD
Ab-50k | Gr-50k	1.53 | 1.63	1.80 | 1.68	1.53 | 1.56	1.57 | 1.39
Ab-100k | Gr-100k	3.02 | 3.00	3.42 | 3.23	3.46 | 3.58	3.87 | 3.26
Ab-150k | Gr-150k	4.26 | 4.85	5.24 | 5.05	4.96 | 4.77	5.45 | 4.99
Dataset	RandomTree
Artificial	ERDDM	RDDM	EDDM	STEPD
Ab-50k | Gr-50k	1.50 | 1.52	1.79 | 1.69	1.59 | 1.63	1.65 | 1.37
Ab-100k | Gr-100k	3.00 | 3.15	3.51 | 3.51	3.78 | 3.75	4.51 | 4.01
Ab-150k | Gr-150k	4.38 | 4.49	5.18 | 5.07	5.56 | 5.21	5.88 | 5.33