Table 2.
ellipsoidFN | mRMR | F-test | |
---|---|---|---|
Prostate cancer | |||
Bredundancy | 0.1895a/0.0013 | 0.2284/0.0053 | 0.3247/0.0036 |
Sin-class | 0.252/0.0028 | 0.1852/0.0054 | 0.3109/0.0036 |
Sinter-class | −0.1096/0.0013 | −0.0774/0.0023 | −0.1396/0.0015 |
Error rate | 0.0135 | 0.1351 | 0.0946 |
Breast cancer | |||
Bredundancy | 0.1924/0.0457 | 0.3386/0.0709 | 0.5047/0.1075 |
Sin-class | 0.4461/0.2335 | 0.5901/0.2100 | 0.7914/0.4279 |
Sinter-class | 0.3833/0.1975 | 0.4219/0.1361 | 0.7047/0.3576 |
Error rate | 0.1818 | 0.2121 | 0.2121 |
Leukemia | |||
Bredundancy | 0.2645/0.0048 | 0.4127/0.0173 | 0.4391/0.0164 |
Sin-class | 0.7188/0.0496 | 0.6775/0.0522 | 0.8038/0.0855 |
Sinter-class | 0.3276/0.0142 | −0.0459/0.0086 | 0.1442/0.0093 |
Error rate | 0.0417 | 0.0694 | 0.0417 |
aBold font indicates the best performer. Values in cells are PCC/MI, where PCC is Pearson correlation coefficients and MI is mutual information.