Table 10.

Comparison of feature ranking methods for data #2 (FOS $+$ GLRLM and minmax).

Feature ranking method	Accuracy	AUC	Sensitivity	Specificity	G-mean	Precision	F-measure
Bhattacharyya	99,25	99,53	100	99,06	99,53	96,39	98,16
Entropy	99,25	99,53	100	99,06	99,53	96,39	98,16
Roc	99,25	99,53	100	99,06	99,53	96,39	98,16
T-test	99,00	99,38	100	98,75	99,37	95,24	97,56
Wilcoxon	99,00	99,38	100	98,75	99,37	95,24	97,56

(Optimum results are italicized and bolded for every feature combination.)