A Medical Image Classification Model Based on Adversarial Lesion Enhancement

Table 2

The experimental results.

Backbone	With LE	Accuracy	Precision	Recall	F1-score	Kappa
VGG-19		82.8	76.82	94.47	84.73	65.5
		85.59	81.11	93.19	86.73	71.13
ResNet-50		81.72	77.78	89.36	83.17	63.38
		83.23	78.97	91.06	84.59	66.39
DenseNet-121		81.51	78.54	87.23	82.66	62.96
		83.01	82.77	83.83	83.3	66.01
Inception-v3		82.15	78.36	89.36	83.5	64.24
		83.01	78.68	91.06	84.42	65.96