bgl3 · Fully connected
reference_bgl3_fc_mr5plm_contiguousf1_20261104-222528
Metrics
| Set | mse | pearsonr | spearmanr | r2 | above_wt_n | above_wt_spearmanr | budget_to_max | hit_rate_at_10 | mean_at_10 | max_at_10 | precision_at_10 | tie_share_at_10 | captured_at_10 | hit_rate_at_50 | mean_at_50 | max_at_50 | precision_at_50 | tie_share_at_50 | captured_at_50 | hit_rate_at_100 | mean_at_100 | max_at_100 | precision_at_100 | tie_share_at_100 | captured_at_100 | hit_rate_at_1pct | mean_at_1pct | max_at_1pct | precision_at_1pct | tie_share_at_1pct | captured_at_1pct |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| train | 1.4228 | 0.5295 | 0.5751 | 0.2302 | 151.0000 | -0.0776 | 505.0000 | 0.3000 | -0.8512 | 0.2173 | 0.0000 | 0.0000 | 0.3343 | 0.1000 | -1.0769 | 0.3961 | 0.0400 | 0.0000 | 0.2787 | 0.1100 | -1.0454 | 0.7630 | 0.0600 | 0.0000 | 0.3151 | 0.1471 | -0.9054 | 0.3961 | 0.0294 | 0.0000 | 0.3511 |
| validation | 1.6950 | 0.3398 | 0.3181 | 0.1108 | 26.0000 | -0.1528 | 665.0000 | 0.0000 | -1.4383 | -0.2397 | 0.0000 | 0.0000 | 0.1519 | 0.0000 | -1.8949 | -0.1352 | 0.0000 | 0.0000 | -0.0783 | 0.0000 | -1.7339 | -0.1352 | 0.0400 | 0.0000 | 0.0111 | 0.0000 | -1.8232 | -0.2397 | 0.0000 | 0.0000 | -0.0344 |
| test | 1.4738 | 0.6250 | 0.6699 | -0.0272 | 40.0000 | 0.0649 | 254.0000 | 0.0000 | -1.1060 | -0.0136 | 0.0000 | 0.0000 | 0.0830 | 0.0800 | -0.6069 | 0.1987 | 0.1200 | 0.0000 | 0.4647 | 0.1000 | -0.5020 | 0.4008 | 0.2600 | 0.0000 | 0.5894 | 0.0000 | -1.0789 | -0.0136 | 0.0000 | 0.0000 | 0.0972 |
Loss per epoch
training
validation
Config
name: reference_bgl3_fc_mr5plm_contiguousf1 task: dms data: dataset: bgl3 encoding: one_hot,aa_index,plm,plm_sum split_dir: null split_scheme: contiguous split_fold: 1 min_reads: 5 model: name: fcn hidden: - 100 - 100 dropout: 0.2 train: epochs: 300 batch_size: 32 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7