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Table 4 Comparative analysis of classification accuracy

From: Acral melanoma detection using dermoscopic images and convolutional neural networks

Study Average accuracy AUC Recall Precision
Yu et al. [10] 80% 0.84 92.57% 77.14%
Yang et al. [4] 99.7% - 100% 99.1%
Deep ConvNet 91% 0.90 90.96% 91.09%
AlexNet 95% 0.95 95.73% 96.21%
Deep ResNet 97% 0.97 97.01% 97.10%