ube4b · Linear
reference_ube4b_lr_modulof3_20261104-161658
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 | captured_at_10 | hit_rate_at_50 | mean_at_50 | max_at_50 | precision_at_50 | captured_at_50 | hit_rate_at_100 | mean_at_100 | max_at_100 | precision_at_100 | captured_at_100 | hit_rate_at_1pct | mean_at_1pct | max_at_1pct | precision_at_1pct | captured_at_1pct | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| train | 3.0674 | 0.5225 | 0.4677 | 0.2240 | 7842.0000 | 0.4589 | 604.0000 | 1.0000 | 4.7179 | 6.5758 | 0.0000 | 0.6717 | 0.8600 | 3.2936 | 6.7778 | 0.1800 | 0.5964 | 0.8700 | 3.0251 | 6.7778 | 0.1900 | 0.6021 | 0.8963 | 2.8905 | 8.6246 | 0.3141 | 0.6779 | ||||
| validation | 3.7294 | -0.0523 | -0.0500 | -0.0775 | 318.0000 | -0.0624 | 1149.0000 | 0.0000 | -2.5414 | -0.4503 | 0.0000 | 0.0000 | -0.1656 | 0.0400 | -2.3717 | 1.3061 | 0.0000 | 0.0000 | -0.1850 | 0.0800 | -2.1994 | 2.0416 | 0.0400 | 0.0000 | -0.1688 | 0.0000 | -2.4728 | -0.3210 | 0.0000 | 0.0000 | -0.1716 |
| test | 3.2503 | -0.0130 | -0.0117 | -0.0732 | 418.0000 | -0.0273 | 519.0000 | 0.1000 | -1.3653 | 0.2342 | 0.0000 | 0.0000 | -0.0141 | 0.2800 | -1.2034 | 3.0167 | 0.0200 | 0.0000 | 0.0265 | 0.2000 | -1.3850 | 3.0167 | 0.0700 | 0.0000 | -0.0276 | 0.1667 | -1.4487 | 1.5155 | 0.0000 | 0.0000 | -0.0345 |
Loss per epoch
training
validation
Config
name: reference_ube4b_lr_modulof3 task: dms data: dataset: ube4b encoding: one_hot,aa_index split_dir: null split_scheme: modulo split_fold: 3 model: name: lr train: epochs: 300 batch_size: 64 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7