gb1 · Linear
reference_gb1_lr_modulof1_20261104-153622
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 | 1.2057 | 0.8801 | 0.9048 | 0.7647 | 35035.0000 | 0.4163 | 2344.0000 | 1.0000 | 1.6046 | 1.9240 | 0.0000 | 0.8582 | 1.0000 | 1.4584 | 1.9240 | 0.0200 | 0.8745 | 1.0000 | 1.3729 | 2.0176 | 0.0500 | 0.8767 | 0.9765 | 0.9961 | 2.2042 | 0.3291 | 0.8803 | ||||
| validation | 5.2720 | -0.0207 | -0.0195 | -0.1873 | 1545.0000 | -0.2407 | 14949.0000 | 0.0000 | -2.4391 | -0.9182 | 0.0000 | 0.0000 | 0.0905 | 0.0200 | -2.8410 | 0.1199 | 0.0000 | 0.0000 | -0.0181 | 0.0200 | -2.8967 | 0.1199 | 0.0000 | 0.0000 | -0.0344 | 0.0398 | -3.0900 | 0.3602 | 0.0000 | 0.0000 | -0.0916 |
| test | 6.8461 | -0.2182 | -0.1856 | -0.1806 | 4408.0000 | 0.0367 | 15545.0000 | 0.0000 | -4.3723 | -0.1355 | 0.0000 | 0.0000 | -0.5162 | 0.0000 | -4.4638 | -0.0471 | 0.0000 | 0.0000 | -0.5690 | 0.0300 | -4.2689 | 1.3644 | 0.0100 | 0.0000 | -0.5291 | 0.0503 | -4.2951 | 1.3644 | 0.0101 | 0.0000 | -0.5506 |
Loss per epoch
training
validation
Config
name: reference_gb1_lr_modulof1 task: dms data: dataset: gb1 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