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. 2014 Apr 24;9(4):e94137. doi: 10.1371/journal.pone.0094137

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.