ube4b · Linear
reference_ube4b_lr_modulof0_20261104-144807
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 | 2.6300 | 0.6017 | 0.5737 | 0.3522 | 5520.0000 | 0.4915 | 33.0000 | 0.9000 | 4.7423 | 7.6979 | 0.1000 | 0.7194 | 0.9400 | 4.3902 | 8.6246 | 0.3200 | 0.7742 | 0.9600 | 3.9492 | 8.6246 | 0.3600 | 0.7645 | 0.9551 | 3.6357 | 8.6246 | 0.4531 | 0.8002 | ||||
| validation | 3.4674 | -0.1268 | -0.1331 | -0.1385 | 571.0000 | -0.0282 | 2004.0000 | 0.1000 | -2.2637 | 0.0941 | 0.0000 | 0.0000 | -0.1490 | 0.0600 | -2.5335 | 0.9223 | 0.0000 | 0.0000 | -0.2606 | 0.1100 | -2.0780 | 1.6506 | 0.0300 | 0.0000 | -0.1698 | 0.0968 | -2.4275 | 0.9223 | 0.0000 | 0.0000 | -0.2120 |
| test | 3.4913 | 0.0131 | 0.0079 | -0.0699 | 645.0000 | -0.0981 | 2068.0000 | 0.1000 | -1.3096 | 0.4566 | 0.0000 | 0.0000 | -0.0144 | 0.1200 | -1.4743 | 2.1010 | 0.0000 | 0.0000 | -0.0542 | 0.1800 | -1.2902 | 2.2324 | 0.0200 | 0.0000 | -0.0157 | 0.0714 | -1.7154 | 1.0269 | 0.0000 | 0.0000 | -0.0981 |
Loss per epoch
training
validation
Config
name: reference_ube4b_lr_modulof0 task: dms data: dataset: ube4b encoding: one_hot,aa_index split_dir: null split_scheme: modulo split_fold: 0 model: name: lr train: epochs: 300 batch_size: 64 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7