Serotype | Feature selection | Classifiers | Bin size | Number of features | Sn | Sp | Acc | MCC |
---|---|---|---|---|---|---|---|---|
Ia | OneR | Random Forest | 9 | 42 | 95.1% | 89.1% | 90.9% | 0.804 |
SVM | 9 | 38 | 93.5% | 91.9% | 92.4% | 0.828 | ||
Ib | Random Forest | 7 | 48 | 83.7% | 81.0% | 81.8% | 0.611 | |
SVM | 7 | 46 | 76.4% | 74.3% | 74.9% | 0.473 | ||
III | Random Forest | 9 | 28 | 90.1% | 87.4% | 88.3% | 0.753 | |
SVM | 9 | 16 | 86.5% | 85.5% | 85.8% | 0.700 | ||
V | Random Forest | 1 | 43 | 86.2% | 85.9% | 86.0% | 0.690 | |
SVM | 1 | 43 | 81.3% | 81.0% | 81.1% | 0.590 | ||
VI | Random Forest | 3 | 47 | 93.2% | 91.6% | 92.2% | 0.837 | |
SVM | 9 | 13 | 91.2% | 89.6% | 90.2% | 0.796 |