gb1 · Linear
reference_gb1_lr_mr5_modulof0_20261105-005956
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 | 1.1140 | 0.8788 | 0.9057 | 0.7643 | 30954.0000 | 0.4109 | 1620.0000 | 1.0000 | 1.6046 | 1.9240 | 0.0000 | 0.0000 | 0.8882 | 1.0000 | 1.4399 | 1.9240 | 0.0200 | 0.0000 | 0.8914 | 1.0000 | 1.3608 | 2.0176 | 0.0800 | 0.0000 | 0.8884 | 0.9764 | 0.9993 | 2.5295 | 0.3583 | 0.0000 | 0.8893 |
| validation | 6.9150 | -0.2201 | -0.1879 | -0.1926 | 4369.0000 | 0.0376 | 6658.0000 | 0.0000 | -4.3723 | -0.1355 | 0.0000 | 0.0000 | -0.5214 | 0.0000 | -4.4638 | -0.0471 | 0.0000 | 0.0000 | -0.5695 | 0.0300 | -4.2689 | 1.3644 | 0.0100 | 0.0000 | -0.5283 | 0.0505 | -4.2912 | 1.3644 | 0.0101 | 0.0000 | -0.5474 |
| test | 6.4535 | -0.1212 | -0.1005 | -0.1575 | 2671.0000 | -0.0527 | 6037.0000 | 0.2000 | -4.5538 | 0.2860 | 0.0000 | 0.0000 | -0.4520 | 0.1800 | -4.2802 | 0.5355 | 0.0000 | 0.0000 | -0.3984 | 0.1300 | -4.2196 | 0.5355 | 0.0000 | 0.0000 | -0.3908 | 0.1650 | -4.0840 | 0.6945 | 0.0000 | 0.0000 | -0.3622 |
Loss per epoch
training
validation
Config
name: reference_gb1_lr_mr5_modulof0 task: dms data: dataset: gb1 encoding: one_hot,aa_index split_dir: null split_scheme: modulo split_fold: 0 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