Table 21.

Summary of performance of different classifiers for feature sets S1 and S2 in terms of the parameter values.

Classifier	TP	FP	Precision	Recall	F-score	ROC	Accuracy	Kappa	FN	Feature Set
MLP	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	S1
RF	No	Yes	No	No	No	Yes	No	No	No
Naïve Bayes	No	No	No	No	No	No	No	No	No
Simple Logistics	No	No	No	No	No	No	No	No	No
MLP	No	No	No	No	No	No	No	No	No	S2
RF	No	No	No	No	No	No	Yes	No	No
Naïve Bayes	No	No	No	No	No	No	No	No	No
Simple Logistics	No	No	No	No	No	No	No	No	No