bgl3 · Linear
reference_bgl3_lr_modulof1_20261104-153413
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 | 1.5277 | 0.4774 | 0.4509 | 0.1443 | 3546.0000 | 0.1276 | 3913.0000 | 0.7000 | 0.5512 | 1.4833 | 0.0000 | 0.2689 | 0.7400 | 0.6318 | 2.3637 | 0.0200 | 0.3363 | 0.7100 | 0.5971 | 2.4567 | 0.0400 | 0.3466 | 0.7172 | 0.6134 | 2.4567 | 0.0404 | 0.3521 | ||||
| validation | 1.5744 | -0.0295 | -0.0179 | -0.0214 | 432.0000 | -0.0519 | 180.0000 | 0.2000 | -1.4378 | 1.0480 | 0.0000 | 0.0000 | -0.3172 | 0.2800 | -0.8514 | 2.1466 | 0.0400 | 0.0000 | -0.1294 | 0.3300 | -0.5551 | 2.1466 | 0.0800 | 0.0000 | -0.0096 | 0.2941 | -1.1107 | 2.1466 | 0.0588 | 0.0000 | -0.2098 |
| test | 1.5722 | 0.0741 | 0.0771 | -0.0043 | 424.0000 | -0.0185 | 432.0000 | 0.4000 | 0.1941 | 1.8690 | 0.0000 | 0.0000 | 0.2179 | 0.3400 | -0.1732 | 1.9459 | 0.0400 | 0.0000 | 0.1070 | 0.3800 | -0.1081 | 2.0841 | 0.1400 | 0.0000 | 0.1500 | 0.4000 | 0.0908 | 1.8690 | 0.0000 | 0.0000 | 0.1880 |
Loss per epoch
training
validation
Config
name: reference_bgl3_lr_modulof1 task: dms data: dataset: bgl3 encoding: one_hot,aa_index 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