gb1 · Linear
reference_gb1_lr_modulof0_20261104-144440
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 | captured_at_10 | hit_rate_at_50 | mean_at_50 | max_at_50 | precision_at_50 | captured_at_50 | hit_rate_at_100 | mean_at_100 | max_at_100 | precision_at_100 | captured_at_100 | hit_rate_at_1pct | mean_at_1pct | max_at_1pct | precision_at_1pct | captured_at_1pct | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| train | 1.1266 | 0.8782 | 0.9050 | 0.7617 | 31059.0000 | 0.4048 | 1702.0000 | 1.0000 | 1.6046 | 1.9240 | 0.0000 | 0.8699 | 1.0000 | 1.4317 | 1.9240 | 0.0200 | 0.8797 | 1.0000 | 1.3633 | 2.0176 | 0.0700 | 0.8826 | 0.9733 | 0.9920 | 2.5295 | 0.3564 | 0.8857 | ||||
| validation | 6.8506 | -0.2183 | -0.1857 | -0.1814 | 4408.0000 | 0.0369 | 15545.0000 | 0.0000 | -4.3723 | -0.1355 | 0.0000 | 0.0000 | -0.5162 | 0.0000 | -4.4638 | -0.0471 | 0.0000 | 0.0000 | -0.5690 | 0.0300 | -4.2689 | 1.3644 | 0.0100 | 0.0000 | -0.5291 | 0.0503 | -4.2955 | 1.3644 | 0.0101 | 0.0000 | -0.5507 |
| test | 6.4054 | -0.1213 | -0.1006 | -0.1476 | 2689.0000 | -0.0532 | 1670.0000 | 0.2000 | -4.5538 | 0.2860 | 0.0000 | 0.0000 | -0.4437 | 0.1800 | -4.2802 | 0.5355 | 0.0000 | 0.0000 | -0.3955 | 0.1300 | -4.2196 | 0.5355 | 0.0000 | 0.0000 | -0.3892 | 0.1642 | -4.0918 | 0.6945 | 0.0000 | 0.0000 | -0.3639 |
Loss per epoch
training
validation
Config
name: reference_gb1_lr_modulof0 task: dms data: dataset: gb1 encoding: one_hot,aa_index split_dir: null split_scheme: modulo split_fold: 0 model: name: lr train: epochs: 300 batch_size: 128 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7