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. 2012 Dec 21;41(4):e53. doi: 10.1093/nar/gks1288

Table 2.

Comparison of ellipsoidFN, mRMR, and F-test for multiple-class situations

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.