Table 11.

Weighted average values of F-Measure and Receiver Operating Characteristics (ROC) area for all methods (10-fold cross-validation).

Technique	F-Measure	ROC Area
LIBLINEAR	0.569	0.568
LIBSVM	0.659	0.660
SMO	0.656	0.660
kNN-5	0.647	0.711
J48	0.639	0.724
Random Forest	0.639	0.703
RIPPER	0.678	0.699
Multilayer perceptron	0.663	0.726