gb1 · Linear
reference_gb1_lr_plm_randomf4_20261105-041516
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 | 0.7132 | 0.9289 | 0.9631 | 0.8629 | 56646.0000 | 0.8039 | 107.0000 | 1.0000 | 1.6623 | 1.9240 | 0.0000 | 0.0000 | 0.8794 | 1.0000 | 1.6445 | 2.0942 | 0.0600 | 0.0000 | 0.9221 | 1.0000 | 1.6268 | 2.1110 | 0.2000 | 0.0000 | 0.9393 | 0.9991 | 1.2805 | 2.5295 | 0.7560 | 0.0000 | 0.9816 |
| validation | 0.7204 | 0.9282 | 0.9626 | 0.8615 | 18587.0000 | 0.7965 | 492.0000 | 1.0000 | 1.7069 | 1.9951 | 0.1000 | 0.0000 | 0.9242 | 1.0000 | 1.6385 | 1.9951 | 0.3000 | 0.0000 | 0.9515 | 1.0000 | 1.5999 | 1.9951 | 0.4400 | 0.0000 | 0.9628 | 0.9991 | 1.2695 | 2.4539 | 0.7547 | 0.0000 | 0.9801 |
| test | 0.7103 | 0.9290 | 0.9632 | 0.8631 | 18803.0000 | 0.8130 | 159.0000 | 1.0000 | 1.6510 | 1.9362 | 0.1000 | 0.0000 | 0.9139 | 1.0000 | 1.5817 | 2.0109 | 0.2600 | 0.0000 | 0.9395 | 1.0000 | 1.5504 | 2.0888 | 0.3700 | 0.0000 | 0.9526 | 1.0000 | 1.2879 | 2.1455 | 0.7593 | 0.0000 | 0.9810 |
Loss per epoch
training
validation
Config
name: reference_gb1_lr_plm_randomf4 task: dms data: dataset: gb1 encoding: one_hot,aa_index,plm,plm_sum split_dir: null split_scheme: random split_fold: 4 model: name: lr train: epochs: 300 batch_size: 128 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7