gb1 · Linear
reference_gb1_lr_plm_modulof3_20261105-035942
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 | 1.2421 | 0.8872 | 0.9221 | 0.7699 | 29512.0000 | 0.4579 | 2052.0000 | 1.0000 | 0.9231 | 1.1057 | 0.0000 | 0.0000 | 0.8250 | 1.0000 | 0.9159 | 1.4720 | 0.0600 | 0.0000 | 0.8734 | 1.0000 | 0.8401 | 1.4720 | 0.0300 | 0.0000 | 0.8719 | 0.9832 | 0.6648 | 1.7694 | 0.2486 | 0.0000 | 0.9127 |
| validation | 4.9827 | 0.0373 | 0.0267 | -0.0784 | 3230.0000 | -0.2109 | 18857.0000 | 0.0000 | -3.6350 | -3.0350 | 0.0000 | 0.0000 | -0.3571 | 0.0400 | -3.7171 | 0.3605 | 0.0000 | 0.0000 | -0.3932 | 0.0300 | -3.8005 | 0.3605 | 0.0000 | 0.0000 | -0.4252 | 0.0498 | -3.7712 | 0.3953 | 0.0000 | 0.0000 | -0.4284 |
| test | 4.2689 | 0.2124 | 0.1797 | 0.0267 | 4705.0000 | -0.0914 | 6496.0000 | 0.3000 | -0.8865 | 1.2142 | 0.0000 | 0.0000 | 0.2554 | 0.3000 | -0.9929 | 1.2470 | 0.0000 | 0.0000 | 0.2454 | 0.2800 | -1.1049 | 1.6132 | 0.0100 | 0.0000 | 0.2210 | 0.2400 | -1.2250 | 1.6132 | 0.0050 | 0.0000 | 0.1940 |
Loss per epoch
training
validation
Config
name: reference_gb1_lr_plm_modulof3 task: dms data: dataset: gb1 encoding: one_hot,aa_index,plm,plm_sum split_dir: null split_scheme: modulo split_fold: 3 model: name: lr train: epochs: 300 batch_size: 128 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7