Table 8.

Performance comparison in terms of radiomics for data #2 (minmax normalization is active).

Data features/Success rates	Accuracy	AUC	Sensitivity	Specificity	G-mean	Precision	F-measure
FOS	98,75	99,22	100	98,44	99,22	94,12	96,97
GLCM	93,75	87,66	77,50	97,81	87,07	89,86	83,22
GLRLM	86,75	70,63	43,75	97,50	65,31	81,40	56,91
GLSZM	95,00	91,25	85,00	97,50	91,04	89,47	87,18
FOS $+$ GLCM	98,25	97,03	95,00	99,06	97,01	96,20	95,60
FOS $+$ GLRLM	99,00	98,44	97,50	99,38	98,43	97,50	97,50
FOS $+$ GLSZM	98,00	96,88	95,00	98,75	96,86	95,00	95,00
GLCM $+$ GLRLM	94,25	90,31	83,75	96,88	90,07	87,01	85,35
GLCM $+$ GLSZM	95,25	92,81	88,75	96,88	92,72	87,65	88,20
GLRLM $+$ GLSZM	94,75	89,69	81,25	98,13	89,29	91,55	86,09
FOS $+$ GLCM $+$ GLRLM	97,75	95,31	91,25	99,38	95,23	97,33	94,19
FOS $+$ GLCM $+$ GLSZM	97,75	97,66	97,50	97,81	97,66	91,76	94,55
FOS $+$ GLRLM $+$ GLSZM	98,50	97,19	95,00	99,38	97,16	97,44	96,20
GLCM $+$ GLRLM $+$ GLSZM	94,50	89,53	81,25	97,81	89,15	90,28	85,53
FOS $+$ GLCM $+$ GLRLM $+$ GLSZM	97,50	95,16	91,25	99,06	95,08	96,05	93,59

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