gb1 · Linear
reference_gb1_lr_contiguousf0_20261104-145256
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 | 1.0099 | 0.9099 | 0.9344 | 0.8274 | 32275.0000 | 0.8492 | 1536.0000 | 1.0000 | 1.6333 | 1.9362 | 0.0000 | 0.8943 | 1.0000 | 1.6336 | 2.0942 | 0.1200 | 0.9306 | 1.0000 | 1.6341 | 2.0942 | 0.1900 | 0.9472 | 0.9995 | 1.3970 | 2.4539 | 0.7613 | 0.9861 | ||||
| validation | 2.4708 | -0.0660 | 0.0027 | -0.2244 | 5403.0000 | 0.1073 | 7577.0000 | 0.6000 | -0.3757 | 0.5963 | 0.0000 | 0.0000 | 0.2700 | 0.5200 | -1.0395 | 0.8068 | 0.0000 | 0.0000 | -0.0119 | 0.4800 | -0.9804 | 1.0909 | 0.0100 | 0.0000 | 0.0158 | 0.4179 | -0.9327 | 1.0909 | 0.0100 | 0.0000 | 0.0404 |
| test | 3.5503 | 0.0691 | 0.1140 | -0.1566 | 1866.0000 | -0.0674 | 1270.0000 | 0.0000 | -3.9239 | -0.1781 | 0.0000 | 0.0000 | -0.6281 | 0.0200 | -3.3493 | 0.0431 | 0.0000 | 0.0000 | -0.4770 | 0.0300 | -3.1580 | 0.4613 | 0.0000 | 0.0000 | -0.4208 | 0.0498 | -2.9481 | 0.4720 | 0.0000 | 0.0000 | -0.3545 |
Loss per epoch
training
validation
Config
name: reference_gb1_lr_contiguousf0 task: dms data: dataset: gb1 encoding: one_hot,aa_index split_dir: null split_scheme: contiguous split_fold: 0 model: name: lr train: epochs: 300 batch_size: 128 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7