Semisupervised Feature Selection with Universum

Table 3

The best accuracy on wine data set.

Algorithm	Wine (1)	Wine (2)	Wine (3)
VS	0.8500 (9)	0.8704 (1)	0.8769 (3)
LS	0.9667 (6)	0.9630 (7)	0.9077 (6)
SS	0.8833 (8)	0.9259 (11)	0.8923 (11)
FS	0.9833 (8)	0.9444 (1)	0.9385 (1)
UVS	0.9000 (12)	0.8889 (2)	0.9077 (6)
ULS	0.9833 (7)	0.9815 (9)	0.9077 (6)
USS	0.9000 (12)	0.9815 (8)	0.9385 (1)