Table 5.

Classification Results for Post-Significance and Post-Correlation datasets.

	PS					PC
FEET	RF	SVM_L	SVM_G	SVM_P	NB	RF	SVM_L	SVM_G	SVM_P	NB
Recall	0.900	0.900	0.850	0.900	0.850	0.925	0.925	0.950	0.900	0.850
Specificity	0.950	0.900	1.000	0.900	1.000	0.950	0.900	0.925	0.975	1.000
Accuracy	0.925	0.900	0.925	0.900	0.925	0.938	0.913	0.938	0.938	0.925
Precision	0.947	0.900	1.000	0.900	1.000	0.949	0.902	0.927	0.973	1.000
F_measure	0.923	0.900	0.919	0.900	0.930	0.937	0.914	0.938	0.939	0.930
HANDS
Recall	0.975	0.975	0.975	0.975	0.975	0.975	0.975	1.000	0.950	0.950
Specificity	0.975	1.000	1.000	0.975	0.900	1.000	0.975	0.975	0.925	0.900
Accuracy	0.975	0.988	0.988	0.975	0.938	0.988	0.975	0.988	0.938	0.925
Precision	0.975	0.988	1.000	0.975	0.907	1.000	0.975	0.976	0.927	0.905
F_measure	0.975	0.987	0.987	0.975	0.939	0.987	0.975	0.988	0.938	0.926
FULL
Recall	0.975	0.975	0.975	0.950	0.900	0.950	0.925	1.000	0.950	0.925
Specificity	1.000	1.000	1.000	1.000	0.950	1.000	1.000	1.000	1.000	0.925
Accuracy	0.975	0.988	0.988	0.975	0.925	0.975	0.963	1.000	0.975	0.925
Precision	1.000	1.000	1.000	1.000	0.947	1.000	1.000	1.000	1.000	0.925
F_measure	0.976	0.987	0.987	0.976	0.926	0.976	0.961	1.000	0.976	0.925