Table 5.

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

Data features	Accuracy	AUC	Sensitivity	Specificity	G-mean	Precision	F-measure
FOS	97,92	98,44	100	96,88	98,43	94,12	96,97
GLCM	89,58	87,50	81,25	93,75	87,28	86,67	83,87
GLRLM	78,75	72,19	52,50	91,88	69,45	76,36	62,22
GLSZM	94,58	93,13	88,75	97,50	93,02	94,67	91,61
FOS $+$ GLCM	95,42	94,38	91,25	97,50	94,32	94,81	92,99
FOS $+$ GLRLM	97,50	98,13	100	96,25	98,11	93,02	96,39
FOS $+$ GLSZM	96,67	97,19	98,75	95,63	97,17	91,86	95,18
GLCM $+$ GLRLM	91,25	88,13	78,75	97,50	87,62	94,03	85,71
GLCM $+$ GLSZM	94,58	94,69	95,00	94,38	94,69	89,41	92,12
GLRLM $+$ GLSZM	96,67	96,25	95,00	97,50	96,24	95,00	95,00
FOS $+$ GLCM $+$ GLRLM	95,83	95,63	95,00	96,25	95,62	92,68	93,83
FOS $+$ GLCM $+$ GLSZM	96,25	94,69	90,00	99,38	94,57	98,63	94,12
FOS $+$ GLRLM $+$ GLSZM	98,75	99,06	100	98,13	99,06	96,39	98,16
GLCM $+$ GLRLM $+$ GLSZM	95,42	94,38	91,25	97,50	94,32	94,81	92,99
FOS $+$ GLCM $+$ GLRLM $+$ GLSZM	94,58	94,69	95,00	94,38	94,69	89,41	92,12

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