Table 8.

Performance results of some deep CNN calculated with INCA feature selection (%).

	Acc	Sen	Spe	Prec	F_score	MCC	Kappa	Dice	Jaccard	Time (s)
Vgg16	99.14	97.98	99.56	98.80	99.58	97.8	98.1	98.83	97.6	12876.553
Vgg19	98.60	91.10	98.88	98.16	97.75	97.21	96.85	98.32	96.69	7652.820
Squeezenet	97.36	95.86	98.23	97.54	96.12	94.58	94.23	95.75	93.47	1753.614
Shufflenet	97.91	96.95	98.62	98.56	97.40	95.93	95.85	96.72	93.64	2373.245
Resnet101	98.12	97.35	99.21	98.16	97.23	96.21	95.82	96.95	94.08	11127.821
Resnet50	98.76	97.38	98.75	97.98	97.56	95.79	95.96	96.82	93.83	6530.356
Resnet18	98.54	97.77	99.12	97.86	97.75	96.15	95.96	97.12	94.40	2586.315
GoogleNet	97.83	96.85	98.75	96.74	96.81	95.18	94.73	96.58	93.38	2815.256
DarkNet53	98.26	96.25	98.73	97.86	96.95	95.73	95.82	97.10	94.36	6585.325
DarkNet19	99.02	97.12	99.17	98.85	98.56	97.87	97.25	98.23	96.52	5625.452
AlexNet	98.86	97.63	98.87	98.23	97.86	96.95	96.72	97.75	95.59	9513.523
DenseNet201	97.93	96.32	98.45	97.56	96.93	95.87	95.36	96.89	93.96	9159.015
InceptionResnet-V2	96.01	93.65	97.20	95.20	94.57	91.25	89.27	93.25	87.35	1005.125