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

Table 1. Results of variation in learning rate (LR) for ResNet-152.

Learning rate Precision Recall
LR = 0.00001 1.000 0.722
LR = 0.0005 1.000 0.797
LR = 0.0006 1.000 0.937
LR = 0.0007 1.000 0.860
LR = 0.0008 1.000 0.908
LR = 0.0009 1.000 0.895
LR = 0.001 1.000 0.915
LR = 0.01 0.996 0.707
LR = 0.1 0.987 0.898
LR = 0.2 0.986 0.950