A Framework for Prediction of Response to HCV Therapy Using Different Data Mining Techniques

Table 3

Performances of 6 iterations of ANN with selected features.

ANN number	Hidden layer neurons	TP	TN	Positive predictive value %	Negative predictive value %	Sensitivity %	Specificity %	AUC %	Accuracy %
ANN1	70	23	5	53.5	71.4	92	20	54.5	56
ANN2	90	23	8	57	57	92	32	61.5	62
ANN3	125	22	13	65	81	88	52	68.2	70
ANN4	150	22	14	66	82	88	56	71.0	72
ANN5	180	22	16	71	84	88	64	75.5	76
ANN6	43	19	20	79.2	76.9	76	80	77.0	78
Average		22	13	65.28	75.38	87.33	50.66	67.95	69