Method | Error rate | Dimension | Feature number | Note | |
---|---|---|---|---|---|
 | On training data | On test data |  |  |  |
svm/FMS | 0.1895 | 0.2637 | 29 | 129 | Â |
svm/mRMR | 0.2267 | 0.3103 | 38 | 38 | Â |
svm/KruskalWallis | 0.1984 | 0.3816 | 107 | 107 | Â |
svm/InformationGain | 0.2425 | 0.3684 | 28 | 28 | Â |
svm/χ2 statistic | 0.2127 | 0.4308 | 125 | 125 |  |
svm | 0.2841 | 0.4017 | 137 | 137 | Â |
kNN/FMS | 0.2013 | 0.3406 | 112 | 133 | k = 1 |
kNN/mRMR | 0.2635 | 0.3774 | 130 | 130 | k = 1 |
kNN/KruskalWallis | 0.2492 | 0.3795 | 134 | 134 | k = 1 |
kNN/InformationGain | 0.2635 | 0.3774 | 130 | 130 | k = 1 |
kNN/χ2 statistic | 0.2537 | 0.4128 | 124 | 124 | k = 1 |
kNN | 0.2635 | 0.3774 | 137 | 137 | k = 1 |