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. 2020 Apr 9;20(7):2131. doi: 10.3390/s20072131

Table 9.

Total detected drifts in synthetic imbalanced datasets.

Dataset Agarwal
Artificial ERDDM RDDM EDDM STEPD
Ab-50k | Gr-50k 390 | 10 100 | 4 247 | 13 210 | 486
Ab-100k | Gr-100k 781 | 10 201 | 4 463 | 13 421 | 1319
Ab-150k | Gr-150k 1171 | 10 302 | 4 693 | 13 628 | 2152
Dataset Mixed
Artificial ERDDM RDDM EDDM STEPD
Ab-50k | Gr-50k 390 | 10 100 | 4 247 | 13 210 | 486
Ab-100k | Gr-100k 781 | 10 201 | 4 463 | 13 421 | 1319
Ab-150k | Gr-150k 1171 | 10 302 | 4 693 | 13 628 | 2152
Dataset RandomTree
Artificial ERDDM RDDM EDDM STEPD
Ab-50k | Gr-50k 390 | 10 100 | 4 247 | 13 210 | 486
Ab-100k | Gr-100k 781 | 10 201 | 4 463 | 13 421 | 1319
Ab-150k | Gr-150k 1171 | 10 302 | 4 693 | 13 628 | 2152