gb1 · Linear
reference_gb1_lr_plm_modulof4_20261105-042818
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 | 1.0935 | 0.8893 | 0.9227 | 0.7856 | 35489.0000 | 0.4775 | 203.0000 | 1.0000 | 1.5381 | 2.0176 | 0.0000 | 0.0000 | 0.8560 | 1.0000 | 1.4523 | 2.0531 | 0.0600 | 0.0000 | 0.8796 | 1.0000 | 1.3603 | 2.0531 | 0.1500 | 0.0000 | 0.8765 | 0.9932 | 0.9915 | 2.5295 | 0.3216 | 0.0000 | 0.8833 |
| validation | 5.3143 | 0.2549 | 0.1990 | 0.0479 | 2689.0000 | 0.0081 | 9450.0000 | 0.0000 | -1.6141 | -0.9200 | 0.0000 | 0.0000 | 0.2876 | 0.0000 | -1.9606 | -0.9200 | 0.0000 | 0.0000 | 0.2121 | 0.0000 | -1.9902 | -0.9200 | 0.0000 | 0.0000 | 0.2095 | 0.0000 | -2.0195 | -0.6230 | 0.0000 | 0.0000 | 0.2068 |
| test | 4.9721 | 0.0463 | 0.0354 | -0.0761 | 3230.0000 | -0.2100 | 18939.0000 | 0.0000 | -3.5023 | -3.0350 | 0.0000 | 0.0000 | -0.3223 | 0.0400 | -3.7335 | 0.3605 | 0.0000 | 0.0000 | -0.3977 | 0.0400 | -3.7513 | 0.3953 | 0.0000 | 0.0000 | -0.4115 | 0.0547 | -3.7350 | 0.3953 | 0.0000 | 0.0000 | -0.4181 |
Loss per epoch
training
validation
Config
name: reference_gb1_lr_plm_modulof4 task: dms data: dataset: gb1 encoding: one_hot,aa_index,plm,plm_sum split_dir: null split_scheme: modulo 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