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. 2019 Oct 1;14(10):e0212532. doi: 10.1371/journal.pone.0212532

Table 3. Performance of different model types.

Model Precision Recall F1 Score Epoch LR
ResNet-18 1.000 0.932 0.965 24 0.0009
ResNet-34 1.000 0.932 0.965 20 0.0009
ResNet-152 1.000 0.937 0.968 9 0.0006
DenseNet 0.999 0.922 0.959 5 0.001