Table 5.

Comparison of accuracy (%) of PGLCM-SARF and PGLCM-RF.

Category	Model	Magnification
		Irrelevant	40X	100X	200X	400X
Eight-class Classification	Proposed method	92.67	92.79	93.72	94.16	93.67
	PGLCM-RF	92.63	92.63	93.02	93.96	93.18
	Difference	0.04	0.16	0.70	0.20	0.49
Binary Classification	Proposed method	97.11	97.56	97.69	97.76	97.54
	PGLCM-RF	96.54	96.94	97.01	97.21	97.17
	Difference	0.22	0.62	0.68	0.55	0.37

The bold values indicate the highest accuracy under the same conditions.