Table 2.

Quantitative results of CNN based vitiligo classification.

	F1	AUC	SP	SE
(a) Test Set A
VGG	0.8864 ± 0.005	0.8506 ± 0.005	0.9129 ± 0.012	0.7905 ± 0.023
ResNet	0.8732 ± 0.006	0.8397 ± 0.007	0.9019 ± 0.014	0.7753 ± 0.025
DenseNet	0.8808 ± 0.005	0.8465 ± 0.011	0.9064 ± 0.013	0.7838 ± 0.037
(b) Test Set B
VGG	0.7649 ± 0.015	0.7302 ± 0.008	0.7905 ± 0.021	0.6699 ± 0.014
ResNet	0.7363 ± 0.031	0.7024 ± 0.023	0.7614 ± 0.042	0.6434 ± 0.039
DenseNet	0.7562 ± 0.024	0.7401 ± 0.028	0.7682 ± 0.021	0.7119 ± 0.038
(c) Test Set C
VGG	0.9684 ± 0.005	0.9946 ± 0.005	0.9629 ± 0.012	0.9721 ± 0.002
ResNet	0.9584 ± 0.004	0.9848 ± 0.007	0.9567 ± 0.016	0.9515 ± 0.010
DenseNet	0.9618 ± 0.030	0.9819 ± 0.027	0.9609 ± 0.027	0.9623 ± 0.032