Table 4.

Performance comparison in terms of radiomics for data #1 (minmax normalization is active).

Data features/Success rates	Accuracy	AUC	Sensitivity	Specificity	G-mean	Precision	F-measure
FOS	98,33	98,75	100	97,50	98,74	95,24	97,56
GLCM	93,33	90,94	83,75	98,13	90,65	95,71	89,33
GLRLM	78,75	73,44	57,50	89,38	71,69	73,02	64,34
GLSZM	95,00	94,06	91,25	96,88	94,02	93,59	92,41
FOS $+$ GLCM	97,92	98,13	98,75	97,50	98,12	95,18	96,93
FOS $+$ GLRLM	98,33	98,75	100	97,50	98,74	95,24	97,56
FOS $+$ GLSZM	97,92	98,13	98,75	97,50	98,12	95,18	96,93
GLCM $+$ GLRLM	91,25	88,44	80,00	96,88	88,03	92,75	85,91
GLCM $+$ GLSZM	94,58	92,50	86,25	98,75	92,29	97,18	91,39
GLRLM $+$ GLSZM	96,25	95,63	93,75	97,50	95,61	94,94	94,34
FOS $+$ GLCM $+$ GLRLM	97,92	98,44	100	96,88	98,43	94,12	96,97
FOS $+$ GLCM $+$ GLSZM	96,67	96,88	97,50	96,25	96,87	92,86	95,12
FOS $+$ GLRLM $+$ GLSZM	97,92	97,81	97,50	98,13	97,81	96,30	96,89
GLCM $+$ GLRLM $+$ GLSZM	96,25	96,56	97,50	95,63	96,56	91,76	94,55
FOS $+$ GLCM $+$ GLRLM $+$ GLSZM	97,08	95,94	92,50	99,38	95,88	98,67	95,48

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