Table 3 Results with 10 epochs on ds2 dataset
From: Identification of natural selection in genomic data with deep convolutional neural network
L. rate | Train acc. | Val. acc. | Test acc. | Train Loss | Val. Loss | Test loss | Time(s) |
|---|---|---|---|---|---|---|---|
1.0e-3 | 0.964 | 0.972 | 0.972 | 0.097 | 0.084 | 0.084 | 641 |
5.0e-4 | 0.959 | 0.958 | 0.958 | 0.112 | 0.116 | 0.116 | 642 |
1.5e-4 | 0.950 | 0.960 | 0.960 | 0.136 | 0.122 | 0.122 | 635 |
1.0e-5 | 0.947 | 0.957 | 0.957 | 0.150 | 0.130 | 0.132 | 647 |