Table 4 Results with 10 epochs on ds3 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 | 0.962 | 0.977 | 0.977 | 0.099 | 0.075 | 0.075 | 581 |
5.0e-4 | 0.958 | 0.960 | 0.960 | 0.110 | 0.108 | 0.108 | 587 |
1.5e-4 | 0.951 | 0.957 | 0.957 | 0.136 | 0.122 | 0.122 | 589 |
1.0e-5 | 0.946 | 0.955 | 0.955 | 0.150 | 0.139 | 0.139 | 581 |