gb1 · Linear
reference_gb1_lr_plm_randomf3_20261105-035331
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 | 0.7158 | 0.9288 | 0.9629 | 0.8625 | 56291.0000 | 0.7989 | 98.0000 | 1.0000 | 1.6034 | 1.9240 | 0.0000 | 0.0000 | 0.8647 | 1.0000 | 1.6662 | 2.0942 | 0.1200 | 0.0000 | 0.9288 | 1.0000 | 1.6592 | 2.5295 | 0.2300 | 0.0000 | 0.9473 | 0.9994 | 1.2826 | 2.5295 | 0.7610 | 0.0000 | 0.9818 |
| validation | 0.7098 | 0.9291 | 0.9633 | 0.8632 | 18803.0000 | 0.8090 | 177.0000 | 1.0000 | 1.6510 | 1.9362 | 0.1000 | 0.0000 | 0.9139 | 1.0000 | 1.5678 | 2.0109 | 0.2400 | 0.0000 | 0.9362 | 1.0000 | 1.5580 | 2.0888 | 0.3700 | 0.0000 | 0.9544 | 1.0000 | 1.2883 | 2.1455 | 0.7593 | 0.0000 | 0.9811 |
| test | 0.7136 | 0.9287 | 0.9634 | 0.8624 | 18942.0000 | 0.7922 | 98.0000 | 1.0000 | 1.5660 | 1.7720 | 0.0000 | 0.0000 | 0.8879 | 1.0000 | 1.5968 | 2.1110 | 0.2200 | 0.0000 | 0.9413 | 1.0000 | 1.5883 | 2.2594 | 0.4200 | 0.0000 | 0.9574 | 0.9981 | 1.2686 | 2.2594 | 0.7528 | 0.0000 | 0.9809 |
Loss per epoch
training
validation
Config
name: reference_gb1_lr_plm_randomf3 task: dms data: dataset: gb1 encoding: one_hot,aa_index,plm,plm_sum split_dir: null split_scheme: random 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