gb1 · Linear
reference_gb1_lr_plm_modulof1_20261104-181205
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 | 1.0809 | 0.8899 | 0.9155 | 0.7891 | 35035.0000 | 0.4533 | 173.0000 | 1.0000 | 1.4461 | 1.7386 | 0.0000 | 0.0000 | 0.8236 | 1.0000 | 1.4862 | 2.0176 | 0.0600 | 0.0000 | 0.8809 | 1.0000 | 1.4028 | 2.0176 | 0.0600 | 0.0000 | 0.8837 | 0.9916 | 1.0685 | 2.5295 | 0.3867 | 0.0000 | 0.8995 |
| validation | 5.0678 | 0.1396 | 0.1394 | -0.1413 | 1545.0000 | 0.0946 | 12854.0000 | 0.1000 | -1.4805 | 0.1234 | 0.0000 | 0.0000 | 0.3479 | 0.1200 | -2.6247 | 0.5575 | 0.0000 | 0.0000 | 0.0424 | 0.1000 | -2.3277 | 0.5575 | 0.0000 | 0.0000 | 0.1281 | 0.0995 | -2.1647 | 0.6723 | 0.0149 | 0.0000 | 0.1786 |
| test | 5.3236 | 0.2887 | 0.2583 | 0.0819 | 4408.0000 | -0.0499 | 13795.0000 | 0.1000 | -0.9769 | 0.7343 | 0.0000 | 0.0000 | 0.3563 | 0.4200 | -0.6792 | 1.0170 | 0.0000 | 0.0000 | 0.4563 | 0.3700 | -0.8373 | 1.0170 | 0.0000 | 0.0000 | 0.4238 | 0.3668 | -0.7608 | 1.0356 | 0.0101 | 0.0000 | 0.4569 |
Loss per epoch
training
validation
Config
name: reference_gb1_lr_plm_modulof1 task: dms data: dataset: gb1 encoding: one_hot,aa_index,plm,plm_sum split_dir: null split_scheme: modulo split_fold: 1 model: name: lr train: epochs: 300 batch_size: 128 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7