Research Article

A Semisupervised Feature Selection with Support Vector Machine

Table 2

Comparisons of test errors, computational time needed, and their standard errors (in parenthesis).

SENFS Spectral DrSVM
Test errorTimeTest errorTimeTest errorTime

1 9.4 (0.12)% 6.7 (1.1) 15.7 (0.27)% 5.5 (1.0) 17.1 (0.31)% 6.1 (1.2)
2 8.7 (0.13)% 6.4 (0.2) 14.2 (0.14)% 5.3 (0.1) 16.2 (0.27)% 5.8 (0.2)
3 7.5 (0.02)% 5.9 (0.4) 12.3 (0.07)% 4.7 (0.1) 14.6 (0.11)% 4.9 (0.2)