ube4b · Fully connected
reference_ube4b_fc_contiguousf0_20261104-145756
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 | 2.6718 | 0.6246 | 0.5866 | 0.3601 | 4241.0000 | 0.5718 | 1.0000 | 1.0000 | 5.9286 | 9.1845 | 0.3000 | 0.8659 | 0.9800 | 4.4878 | 9.1845 | 0.3200 | 0.7961 | 0.9700 | 3.9568 | 9.1845 | 0.3400 | 0.7822 | 0.9437 | 3.5447 | 9.1845 | 0.4507 | 0.7950 | ||||
| validation | 3.6169 | -0.1330 | -0.1233 | -0.0192 | 458.0000 | -0.0557 | 1426.0000 | 0.0000 | -3.5648 | -1.7133 | 0.0000 | 0.0000 | -0.3396 | 0.0400 | -2.6652 | 2.8717 | 0.0200 | 0.0000 | -0.2241 | 0.0500 | -2.5288 | 2.8717 | 0.0100 | 0.0000 | -0.2204 | 0.0385 | -2.8855 | 2.8717 | 0.0385 | 0.0000 | -0.2460 |
| test | 3.1417 | -0.0316 | -0.0167 | -0.3828 | 1218.0000 | -0.0362 | 2719.0000 | 0.2000 | -0.8343 | 1.2931 | 0.0000 | 0.0000 | -0.0035 | 0.1800 | -1.1494 | 1.5689 | 0.0000 | 0.0000 | -0.0796 | 0.1700 | -1.2595 | 1.5689 | 0.0000 | 0.0000 | -0.1221 | 0.1860 | -1.0639 | 1.5689 | 0.0000 | 0.0000 | -0.0576 |
Loss per epoch
training
validation
Config
name: reference_ube4b_fc_contiguousf0 task: dms data: dataset: ube4b encoding: one_hot,aa_index split_dir: null split_scheme: contiguous split_fold: 0 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