Semisupervised Feature Selection with Universum

Table 2

The best accuracy of different algorithms.

Algorithm	Data sets
	Ionosphere (150)	Sonar (200)
VS	0.9489 (23)	0.8269 (39)
LS	0.9659 (27)	0.8269 (51)
SS	0.9432 (17)	0.8269 (39)
FS	0.9659 (13)	0.8365 (25)
UVS	0.9659 (23)	0.8269 (39)
ULS	0.9659 (23)	0.8558 (49)
USS	0.9716 (25)	0.8269 (39)