Deep Convolutional Neural Network for Ulcer Recognition in Wireless Capsule Endoscopy: Experimental Feasibility and Optimization

Table 7

Evaluation of different criteria.

	PRE	RECALL	F1	F2	ROC-AUC
vgg-16(480)	0.9170	0.9012	0.9087	0.9040	0.9656
dense-121(480)	0.9198	0.9047	0.9118	0.9074	0.9658
Inception-ResNet-v2(480)	0.9208	0.9081	0.9138	0.9102	0.9706
ResNet-34(480)	0.9218	0.9053	0.9133	0.9084	0.9698
HAnet-34(480)	0.9237	0.9164	0.9199	0.9177	0.9726