2*classifier correlation-based entropy-based mRMR-MIQ mRMR-MID Accuracy on
  size Accuracy size Accuracy size Accuracy size Accuracy all features
svm-linear 35 0.818 33 0.818 24 0.822 24 0.819 0.809
svm-poly 38 0.822 40 0.820 24 0.821 27 0.819 0.808
LR 29 0.825 25 0.825 23 0.831 20 0.82162 0.821
ANN 29 0.789 70 0.819 23 0.788 82 0.819 0.825
LDA 37 0.821 31 0.816 23 0.818 27 0.816 0.811
KNN 37 0.808 36 0.803 32 0.817 34 0.816 0.758
C45 54 0.773 57 0.770 62 0.768 51 0.770 0.766
NB 46 0.810 49 0.811 38 0.809 33 0.807 0.805
Table 4: Optimal feature set and performance measured by Accuracy.