An Ensemble Classification Method for High-Dimensional Data Using Neighborhood Rough Set

Table 8

Average ranking on three datasets.

Ensemble	ACC	SN	SP	G-mean
SVM	6.33	1.00	6.67	6.67
Random	7.00	1.00	6.67	6.67
Bagging	5.33	1.00	6.67	5.67
AdaboostM1	3.00	2.33	5.00	3.67
Stacking	7.67	1.00	7.67	7.67
Kappa	5.00	8.33	3.67	4.33
DECHDNRS	2.00	7.33	2.67	2.67
AECHDNRS	4.00	7.67	2.00	3.67
ECHDNRS	2.33	6.67	1.67	1.67