Table 9. Ranking of classifiers in DB10F.
# | Classifier | Average (%) | Deviation (%) |
1 | SVM | 98.8 | 0.7 |
2 | kNN | 94.3 | 1.8 |
3 | Random Forest | 88.7 | 1.9 |
4 | Logistic | 72.4 | 4.7 |
5 | C4.5 | 67.1 | 2.8 |
6 | Simple CART | 66.3 | 3.5 |
7 | Multilayer Perceptron | 50.9 | 2.3 |
Ranking of classifiers in DB10F considering the best configuration of parameters among the 1,000 random configurations.