Mathematical Problems in Engineering / 2016 / Article / Tab 2

Research Article

Semisupervised Feature Selection with Universum

Table 2

The best accuracy of different algorithms.

AlgorithmData sets
Ionosphere (150)Sonar (200)

VS0.9489 (23)0.8269 (39)
LS0.9659 (27)0.8269 (51)
SS0.9432 (17)0.8269 (39)
FS0.9659 (13)0.8365 (25)
UVS0.9659 (23)0.8269 (39)
ULS0.9659 (23)0.8558 (49)
USS0.9716 (25)0.8269 (39)

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