TABLE 2.

Classification performance of the implemented framework without enhancement and segmentation using 5-FCV.

Classifier	5-FCV	TPR	TNR	PPV	F-Score	AUC	Accuracy
SVM	1st Fold	100	9111	97.94	98.96	95.55	98.29
	2nd Fold	100	86.67	96.94	98.45	93.33	97.45
	3rd Fold	100	84.44	96.45	98.19	92.22	97.02
	4th Fold	100	86.67	96.94	98.45	93.33	97.45
	5th Fold	100	86.67	96.94	98.45	93.33	97.45
KNN	1st Fold	96.84	77.78	94.84	95.83	87.31	93.19
	2nd Fold	97.37	82.22	95.85	96.6	89.79	94.47
	3rd Fold	98.42	75.55	94.44	96.38	86.98	94.04
	4th Fold	97.37	80	95.36	96.35	88.68	94.04
	5th Fold	97.37	75.55	94.38	95.85	86.46	93.19
GB	1st Fold	93.68	93.33	98.34	94.97	93.5	93.61
	2nd Fold	98.95	91.11	97.92	98.43	95.03	97.44
	3rd Fold	97.89	88.89	97.38	97.63	93.39	96.17
	4th Fold	97.89	97.78	99.46	98.67	97.83	97.87
	5th Fold	98.42	91.11	97.9	98.16	94.76	97.02
RF	1st Fold	100	95.55	98.96	99.47	97.77	99.15
	2nd Fold	99.47	95.55	98.95	99.21	97.51	98.72
	3rd Fold	100	86.67	96.64	98.44	93.33	97.44
	4th Fold	99.47	91.11	97.93	98.69	95.29	97.87
	5th Fold	100	97.78	9947	99.73	98.89	99.57