ube4b · Fully connected
reference_ube4b_fc_plm_modulof4_20261105-043106
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 | 2.2755 | 0.6771 | 0.6370 | 0.4131 | 6783.0000 | 0.4792 | 21.0000 | 1.0000 | 4.8921 | 6.1880 | 0.0000 | 0.0000 | 0.7046 | 1.0000 | 4.9003 | 9.1537 | 0.2600 | 0.0000 | 0.8284 | 1.0000 | 4.4764 | 9.1537 | 0.4000 | 0.0000 | 0.8348 | 0.9868 | 3.9781 | 9.1537 | 0.5397 | 0.0000 | 0.8724 |
| validation | 2.8981 | 0.3376 | 0.3462 | 0.1119 | 645.0000 | -0.0235 | 134.0000 | 0.2000 | -0.6193 | 0.8717 | 0.0000 | 0.0000 | 0.1068 | 0.3000 | -0.4475 | 2.6583 | 0.0200 | 0.0000 | 0.1716 | 0.3100 | -0.4378 | 3.2292 | 0.0300 | 0.0000 | 0.1987 | 0.2143 | -0.6919 | 0.8717 | 0.0000 | 0.0000 | 0.1079 |
| test | 3.0694 | 0.3674 | 0.3886 | 0.1132 | 318.0000 | -0.1089 | 353.0000 | 0.4000 | -0.7113 | 1.8717 | 0.0000 | 0.0000 | 0.1582 | 0.3600 | -0.6827 | 1.8717 | 0.0200 | 0.0000 | 0.2229 | 0.3200 | -0.6285 | 5.6421 | 0.0300 | 0.0000 | 0.2778 | 0.5000 | -0.5872 | 1.8717 | 0.0000 | 0.0000 | 0.2015 |
Loss per epoch
training
validation
Config
name: reference_ube4b_fc_plm_modulof4 task: dms data: dataset: ube4b encoding: one_hot,aa_index,plm,plm_sum split_dir: null split_scheme: modulo split_fold: 4 model: name: fcn hidden: - 100 - 100 - 100 dropout: 0.2 train: epochs: 300 batch_size: 64 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7