Table 5 Results with 10 epochs on ds4 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 | 0.890 | 0.944 | 0.940 | 0.265 | 0.192 | 0.189 | 118 |
5.0e-4 | 0.870 | 0.941 | 0.920 | 0.300 | 0.211 | 0.241 | 115 |
1.5e-4 | 0.790 | 0.900 | 0.870 | 0.450 | 0.370 | 0.398 | 117 |
1.0e-5 | 0.800 | 0.880 | 0.869 | 0.430 | 0.377 | 0.383 | 116 |