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

Table 7.

Average detection delay in synthetic imbalanced datasets.

Dataset Agarwal
Artificial ERDDM RDDM EDDM STEPD
Ab-50k | Gr-50k 64.4 | 14 50.2 | 119 48.5 | 76 15.85 | 243
Ab-100k | Gr-100k 65.36 | 14 49.47 | 119 49.64 | 76 14.72 | 243
Ab-150k | Gr-150k 65.89 | 14 50.03 | 119 49.70 | 76 14.61 | 243
Dataset Mixed
Artificial ERDDM RDDM EDDM STEPD
Ab-50k | Gr-50k 64.4 | 14 50.2 | 119 48.5 | 76 15.85 | 243
Ab-100k | Gr-100k 65.36 | 14 49.47 | 119 49.64 | 76 14.72 | 243
Ab-150k | Gr-150k 65.89 | 14 50.03 | 119 49.70 | 76 14.61 | 243
Dataset RandomTree
Artificial ERDDM RDDM EDDM STEPD
Ab-50k | Gr-50k 64.4 | 14 50.2 | 119 48.5 | 76 15.85 | 243
Ab-100k | Gr-100k 65.36 | 14 49.47 | 119 49.64 | 76 14.72 | 243
Ab-150k | Gr-150k 65.89 | 14 50.03 | 119 49.70 | 76 14.61 | 243