gb1 · Linear
reference_gb1_lr_mr5_modulof1_20261105-012006
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 | 1.1988 | 0.8814 | 0.9061 | 0.7659 | 34869.0000 | 0.4229 | 1966.0000 | 1.0000 | 1.6046 | 1.9240 | 0.0000 | 0.0000 | 0.8780 | 1.0000 | 1.4538 | 1.9240 | 0.0200 | 0.0000 | 0.8876 | 1.0000 | 1.4010 | 2.0176 | 0.0700 | 0.0000 | 0.8931 | 0.9806 | 1.0192 | 2.0942 | 0.3543 | 0.0000 | 0.8886 |
| validation | 5.2315 | -0.0214 | -0.0202 | -0.1784 | 1542.0000 | -0.2433 | 14939.0000 | 0.0000 | -2.4391 | -0.9182 | 0.0000 | 0.0000 | 0.0910 | 0.0200 | -2.8410 | 0.1199 | 0.0000 | 0.0000 | -0.0179 | 0.0200 | -2.8967 | 0.1199 | 0.0000 | 0.0000 | -0.0341 | 0.0398 | -3.0772 | 0.3602 | 0.0000 | 0.0000 | -0.0876 |
| test | 6.8295 | -0.2203 | -0.1881 | -0.1779 | 4369.0000 | 0.0379 | 6651.0000 | 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 |
Loss per epoch
training
validation
Config
name: reference_gb1_lr_mr5_modulof1 task: dms data: dataset: gb1 encoding: one_hot,aa_index split_dir: null split_scheme: modulo split_fold: 1 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