Methods | SVM-RFE | SVM-RCE | mRMR | IMRelief | SlimPLS | OSFS | FGM | SMKL-FS |
---|---|---|---|---|---|---|---|---|
KIDNEY | 0.912 | 0.952 | 0.965 | 0.949 | 0.898 | 0.914 | 0.951 | 0.957 |
BRCA | 0.938 | 0.982 | 0.973 | 0.953 | 0.871 | 0.934 | 0.928 | 0.984 |
LUNG | 0.957 | 0.977 | 0.993 | 0.932 | 0.942 | 0.867 | 0.931 | 0.997 |
HNSC | 0.930 | 0.949 | 0.983 | 0.908 | 0.844 | 0.900 | 0.977 | 0.948 |
LIHC | 0.893 | 0.937 | 0.962 | 0.919 | 0.900 | 0.798 | 0.952 | 0.958 |
PRAD | 0.932 | 0.928 | 0.971 | 0.893 | 0.779 | 0.764 | 0.966 | 0.953 |
STAD | 0.907 | 0.895 | 0.970 | 0.945 | 0.758 | 0.848 | 0.898 | 0.963 |
THCA | 0.945 | 0.954 | 0.975 | 0.933 | 0.883 | 0.844 | 0.903 | 0.970 |
Mean | 0.927 | 0.947 | 0.974 | 0.929 | 0.859 | 0.859 | 0.938 | 0.966 |