Table 4.

Values of true positive (TP), false positive (FP), precision, recall, and F-measure for the algorithms.

Algorithms	TP Rate	FP Rate	Precision	Recall	F-Measure
Naïve Bayes	0.841	0.353	0.862	0.841	0.824
J48	0.998	0.004	0.998	0.998	0.998
SMO	0.810	0.426	0.838	0.810	0.781
ZeroR	0.697	0.69	0.486	0.697	0.572
OneR	0.996	0.008	0.996	0.996	0.996
Simple Logistic	0.859	0.312	0.875	0.859	0.846
Random Forest	0.997	0.006	0.997	0.997	0.997