Research Article

An Interior Point Method for -SVM and Application to Feature Selection in Classification

Table 2

Frequency of the most important features ( ) ranked on top 2 in 30 runs.

10 20 30 40 50 60 70 80 90 100

-SVM 7 14 16 18 22 23 20 22 21 22
-SVM 3 11 12 15 19 22 22 23 22 25
-SVM 9 16 19 24 24 23 27 26 26 27