Multiple Adaptive Neuro-Fuzzy Inference System with Automatic Features Extraction Algorithm for Cervical Cancer Recognition

Table 4

The predicted number of the cervical cell images classes for the fivefold method and the accuracy produced for each category and the overall accuracy of the training and test phases.

	Training			Testing			Accuracy
	Normal	LSIL	HSIL	Normal	LSIL	HSIL	Acc. train	Acc. test
Fold 1	294	62	35	73	13	8	97.8	94.0
Fold 2	304	56	25	61	15	16	96.3	92.0
Fold 3	298	51	32	65	20	10	95.3	95.0
Fold 4	306	48	29	54	26	13	95.8	93.0
Fold 5	300	59	27	66	16	15	96.5	97.0
Average accuracy	97.3	92.6	93.7	94.9	92.8	92.5	96.3	94.2