Methods | SVM-RFE | SVM-RCE | mRMR | IMRelief | SlimPLS | OSFS | FGM | SMKL-FS |
---|---|---|---|---|---|---|---|---|
KIDNEY | 0.922 | 0.832 | 0.987 | 0.901 | 0.896 | 0.893 | 0.916 | 0.994 |
BRCA | 0.839 | 0.963 | 0.979 | 0.817 | 0.973 | 0.893 | 0.953 | 0.990 |
LUNG | 0.891 | 0.946 | 0.979 | 0.953 | 0.831 | 0.945 | 0.946 | 0.980 |
HNSC | 0.979 | 0.955 | 0.991 | 0.879 | 0.874 | 0.920 | 0.874 | 0.994 |
LIHC | 0.906 | 0.836 | 0.911 | 0.813 | 0.871 | 0.789 | 0.925 | 0.917 |
PRAD | 0.897 | 0.933 | 0.930 | 0.892 | 0.905 | 0.794 | 0.836 | 0.946 |
STAD | 0.855 | 0.870 | 0.853 | 0.790 | 0.823 | 0.760 | 0.827 | 0.880 |
THCA | 0.925 | 0.901 | 0.969 | 0.842 | 0.876 | 0.878 | 0.928 | 0.967 |
Mean | 0.902 | 0.904 | 0.950 | 0.861 | 0.881 | 0.859 | 0.901 | 0.958 |