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 |