ube4b · Linear
reference_ube4b_lr_modulof1_20261104-153902
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 | 2.4425 | 0.5351 | 0.5484 | 0.2533 | 4756.0000 | 0.2513 | 141.0000 | 0.9000 | 3.3872 | 6.1279 | 0.1000 | 0.6483 | 0.9200 | 2.5647 | 6.1279 | 0.1200 | 0.6449 | 0.9200 | 2.3892 | 6.1279 | 0.2000 | 0.6746 | 0.9145 | 1.9274 | 7.3821 | 0.2778 | 0.6735 | ||||
| validation | 5.1252 | -0.1245 | -0.1158 | -0.0657 | 819.0000 | -0.0992 | 3109.0000 | 0.2000 | -1.5152 | 1.0146 | 0.0000 | 0.0000 | -0.0537 | 0.1600 | -1.5662 | 2.7494 | 0.0000 | 0.0000 | -0.0710 | 0.2000 | -1.5535 | 2.7494 | 0.0000 | 0.0000 | -0.0763 | 0.1875 | -1.6402 | 2.7494 | 0.0000 | 0.0000 | -0.0791 |
| test | 3.8187 | -0.1278 | -0.1344 | -0.2538 | 571.0000 | -0.0279 | 2009.0000 | 0.1000 | -2.2637 | 0.0941 | 0.0000 | 0.0000 | -0.1490 | 0.0600 | -2.5335 | 0.9223 | 0.0000 | 0.0000 | -0.2606 | 0.1200 | -2.0508 | 1.6506 | 0.0400 | 0.0000 | -0.1621 | 0.0645 | -2.5637 | 0.1936 | 0.0000 | 0.0000 | -0.2424 |
Loss per epoch
training
validation
Config
name: reference_ube4b_lr_modulof1 task: dms data: dataset: ube4b encoding: one_hot,aa_index split_dir: null split_scheme: modulo split_fold: 1 model: name: lr train: epochs: 300 batch_size: 64 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7