gb1 · Linear
reference_gb1_lr_modulof2_20261104-163424
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 | tie_share_at_10 | captured_at_10 | hit_rate_at_50 | mean_at_50 | max_at_50 | precision_at_50 | tie_share_at_50 | captured_at_50 | hit_rate_at_100 | mean_at_100 | max_at_100 | precision_at_100 | tie_share_at_100 | captured_at_100 | hit_rate_at_1pct | mean_at_1pct | max_at_1pct | precision_at_1pct | tie_share_at_1pct | captured_at_1pct |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| train | 0.7776 | 0.9266 | 0.9588 | 0.8582 | 34843.0000 | 0.7453 | 1021.0000 | 1.0000 | 1.6113 | 1.8220 | 0.3000 | 0.0000 | 0.9560 | 1.0000 | 1.4954 | 1.8220 | 0.4200 | 0.0000 | 0.9668 | 1.0000 | 1.4314 | 1.8220 | 0.3900 | 0.0000 | 0.9672 | 0.9979 | 1.0714 | 2.0176 | 0.6232 | 0.0000 | 0.9706 |
| validation | 4.5838 | 0.0458 | 0.0371 | -0.0451 | 4705.0000 | -0.3610 | 15524.0000 | 0.4000 | -1.2719 | 0.3313 | 0.0000 | 0.0000 | 0.1594 | 0.3400 | -1.1153 | 0.8663 | 0.0000 | 0.0000 | 0.2127 | 0.3500 | -1.0158 | 0.8663 | 0.0000 | 0.0000 | 0.2454 | 0.3650 | -1.0251 | 0.8663 | 0.0000 | 0.0000 | 0.2504 |
| test | 5.8193 | -0.0468 | -0.0466 | -0.3105 | 1545.0000 | -0.2395 | 14813.0000 | 0.0000 | -3.0663 | -1.1108 | 0.0000 | 0.0000 | -0.0779 | 0.0200 | -2.8818 | 0.0312 | 0.0000 | 0.0000 | -0.0296 | 0.0200 | -2.9478 | 0.1199 | 0.0000 | 0.0000 | -0.0490 | 0.0398 | -3.0718 | 0.3602 | 0.0000 | 0.0000 | -0.0863 |
Loss per epoch
training
validation
Config
name: reference_gb1_lr_modulof2 task: dms data: dataset: gb1 encoding: one_hot,aa_index split_dir: null split_scheme: modulo split_fold: 2 model: name: lr train: epochs: 300 batch_size: 128 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7