| 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 |
|
