pab1 · Linear
reference_pab1_lr_modulof0_20261104-144644
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 | 1.3865 | 0.8550 | 0.8567 | 0.6255 | 1755.0000 | 0.1475 | 3956.0000 | 0.5000 | -0.8265 | 0.5727 | 0.0000 | 0.3422 | 0.5400 | -0.2021 | 0.8601 | 0.0200 | 0.6197 | 0.5600 | -0.1476 | 0.8601 | 0.0600 | 0.6703 | 0.5507 | -0.1063 | 0.8601 | 0.0580 | 0.7015 | ||||
| validation | 4.3932 | -0.0873 | -0.1024 | -0.1006 | 132.0000 | -0.0377 | 807.0000 | 0.0000 | -2.3369 | -0.2961 | 0.0000 | 0.0000 | -0.0358 | 0.0000 | -2.6879 | -0.0277 | 0.0000 | 0.0000 | -0.1790 | 0.0300 | -2.6646 | 0.1930 | 0.0300 | 0.0000 | -0.1775 | 0.0000 | -2.4358 | -0.2961 | 0.0000 | 0.0000 | -0.0735 |
| test | 3.6748 | -0.1599 | -0.1667 | -0.1439 | 171.0000 | 0.0302 | 164.0000 | 0.1000 | -2.6532 | 0.7406 | 0.1000 | 0.0000 | -0.3313 | 0.0200 | -2.7051 | 0.7406 | 0.0200 | 0.0000 | -0.4095 | 0.0200 | -2.5868 | 0.7406 | 0.0100 | 0.0000 | -0.3743 | 0.0588 | -2.8029 | 0.7406 | 0.0588 | 0.0000 | -0.4132 |
Loss per epoch
training
validation
Config
name: reference_pab1_lr_modulof0 task: dms data: dataset: pab1 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: 0.001 patience: 15 min_delta: 1.0e-05 seed: 7