Table 2.

Weighted Average values of F-Measure and ROC Area for all methods (10-fold cross-validation)

	F-Measure	ROC Area
NaiveBayes	0.679	0.734
Logistic Regression	0.697	0.762
Ada boost	0.685	0.753
Logit boost	0.708	0.774
ClassificationViaRegression	0.691	0.760
Random Forest	0.689	0.757
Bagging	0.703	0.764
Multilayer perceptron	0.707	0.742