gb1 · Linear
reference_gb1_lr_mr5_modulof2_20261105-014142
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 | 0.7753 | 0.9272 | 0.9597 | 0.8585 | 34694.0000 | 0.7648 | 1.0000 | 1.0000 | 1.6215 | 1.8220 | 0.4000 | 0.0000 | 0.9808 | 1.0000 | 1.5005 | 1.8220 | 0.4800 | 0.0000 | 0.9769 | 1.0000 | 1.4301 | 1.8220 | 0.4400 | 0.0000 | 0.9728 | 0.9984 | 1.0790 | 1.8220 | 0.6430 | 0.0000 | 0.9747 |
| validation | 4.5829 | 0.0436 | 0.0346 | -0.0456 | 4674.0000 | -0.3612 | 15461.0000 | 0.3000 | -1.3128 | 0.3313 | 0.0000 | 0.0000 | 0.1537 | 0.3400 | -1.1312 | 0.5651 | 0.0000 | 0.0000 | 0.2112 | 0.3400 | -1.0389 | 0.6764 | 0.0000 | 0.0000 | 0.2412 | 0.3550 | -1.0382 | 0.6894 | 0.0000 | 0.0000 | 0.2486 |
| test | 5.9797 | -0.0493 | -0.0492 | -0.3470 | 1542.0000 | -0.2423 | 14793.0000 | 0.0000 | -3.0663 | -1.1108 | 0.0000 | 0.0000 | -0.0778 | 0.0000 | -2.9763 | -0.1478 | 0.0000 | 0.0000 | -0.0558 | 0.0200 | -2.9437 | 0.1199 | 0.0000 | 0.0000 | -0.0476 | 0.0398 | -3.0718 | 0.3602 | 0.0000 | 0.0000 | -0.0861 |
Loss per epoch
training
validation
Config
name: reference_gb1_lr_mr5_modulof2 task: dms data: dataset: gb1 encoding: one_hot,aa_index split_dir: null split_scheme: modulo split_fold: 2 min_reads: 5 model: name: lr train: epochs: 300 batch_size: 128 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7