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. 2022 Feb 28;87:e118–e124. doi: 10.5114/pjr.2022.113435

Table 2.

Model performance on the test set

Models Precision Recall F1-score Accuracy AUC Validation loss
ConvNet 0.88 0.87 0.87 0.87 0.87 0.39
Exception 0.91 0.91 0.91 0.90 0.91 0.38
Inception_V3 0.88 0.88 0.88 0.88 0.88 0.50
ResNet50 0.91 0.91 0.91 0.90 0.91 0.41
VGG16 0.91 0.91 0.91 0.90 0.91 0.26
VGG19 0.90 0.90 0.90 0.89 0.90 0.53