Kernel Neighborhood Rough Sets Model and Its Application

Table 6

Classification accuracies based on CART (%).

Data	KNRS	KRS	NRS	NE
Wine	90.00 ± 8.20	87.50 ± 9.73	91.11 ± 8.76 ()	89.93 ± 8.57
wdbc	92.11 ± 3.60	91.93 ± 3.22	93.84 ± 4.43	93.85 ± 2.38 ()
Glass	66.93 ± 11.44 ()	0	66.90 ± 11.44	65.13 ± 14.65
Heart	81.85 ± 7.90 ()	75.93 ± 5.01	68.52 ± 7.25	80.00 ± 7.65
Anneal	95.55 ± 1.82	96.44 ± 1.27	98.99 ± 0.82 ()	95.55 ± 1.82
Average	85.288	70.36	83.872	84.892