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

Table 3.

Prediction error percentage in synthetic imbalanced datasets.

Dataset	Agarwal
Artificial	ERDDM	RDDM	EDDM	STEPD
Ab-50k \| Gr-50k	0.386 \| 0.0089	0.455 \| 0.0095	1.396 \| 0.0691	0.4996 \| 0.985
Ab-100k \| Gr-100k	0.391 \| 0.0044	0.456 \| 0.0047	1.381 \| 0.0345	0.5006 \| 0.992
Ab-150k \| Gr-150k	0.398 \| 0.0029	0.457 \| 0.0031	1.371 \| 0.0230	0.4998 \| 0.995
Dataset	Mixed
Artificial	ERDDM	RDDM	EDDM	STEPD
Ab-50k \| Gr-50k	0.386 \| 0.0089	0.455 \| 0.0095	1.396 \| 0.0691	0.4996 \| 0.985
Ab-100k \| Gr-100k	0.391 \| 0.0044	0.456 \| 0.0047	1.381 \| 0.0345	0.5006 \| 0.992
Ab-150k \| Gr-150k	0.398 \| 0.0029	0.457 \| 0.0031	1.371 \| 0.0230	0.4998 \| 0.995
Dataset	RandomTree
Artificial	ERDDM	RDDM	EDDM	STEPD
Ab-50k \| Gr-50k	0.386 \| 0.0089	0.455 \| 0.0095	1.396 \| 0.0691	0.4996 \| 0.985
Ab-100k \| Gr-100k	0.391 \| 0.0044	0.456 \| 0.0047	1.381 \| 0.0345	0.5006 \| 0.992
Ab-150k \| Gr-150k	0.398 \| 0.0029	0.457 \| 0.0031	1.371 \| 0.0230	0.4998 \| 0.995