Mathematical Problems in Engineering / 2016 / Article / Tab 4

Research Article

Semisupervised Feature Selection with Universum

Table 4

Averaged accuracy on different numbers of selected features.

AlgorithmVehicle (1)Vehicle (2)Vehicle (3)Vehicle (4)

VS0.80810.77870.60010.5792
LS0.85660.76980.55820.5582
SS0.79790.77710.61090.5475
FS0.78860.80720.60140.6163
UVS0.83020.78020.60790.5943
ULS0.85870.83230.59130.5972
USS0.83560.80830.61390.5753

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