Kernel Neighborhood Rough Sets Model and Its Application

Table 7

Classification accuracies based on RBF SVM (%).

Data	KNRS	KRS	NRS	NE
Wine	97.78 ± 3.88 ()	97.7 ± 3.88	97.22 ± 3.93	94.93 ± 4.12
wdbc	96.85 ± 2.70	96.84 ± 1.81	97.20 ± 1.69 ()	96.66 ± 1.75
Glass	67.86 ± 11.70 ()	0	67.8 ± 11.70	64.08 ± 11.22
Heart	82.22 ± 7.96	81.11 ± 8.98	77.78 ± 10.33	84.07 ± 7.82 ()
Anneal	94.77 ± 2.22	96.33 ± 1.18	98.66 ± 0.71 ()	94.77 ± 2.22
Average	87.896	74.396	87.732	86.902