ube4b · Fully connected
reference_ube4b_fc_plm_contiguousf4_20261105-043846
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 | 3.6302 | 0.4267 | 0.4576 | 0.1480 | 2870.0000 | 0.2201 | 6656.0000 | 0.8000 | 1.6287 | 4.1694 | 0.0000 | 0.0000 | 0.3924 | 0.7200 | 1.3597 | 5.3423 | 0.0200 | 0.0000 | 0.4154 | 0.6600 | 1.0719 | 6.1530 | 0.0700 | 0.0000 | 0.4070 | 0.6257 | 1.0819 | 6.3179 | 0.1287 | 0.0000 | 0.4383 |
| validation | 2.1762 | 0.2319 | 0.1678 | 0.0421 | 1218.0000 | 0.0176 | 80.0000 | 0.4000 | -0.4746 | 1.8717 | 0.0000 | 0.0000 | 0.0659 | 0.3800 | -0.3964 | 1.8717 | 0.0000 | 0.0000 | 0.1003 | 0.3200 | -0.4448 | 5.6421 | 0.0200 | 0.0000 | 0.1022 | 0.3256 | -0.5197 | 1.8717 | 0.0000 | 0.0000 | 0.0689 |
| test | 2.3931 | 0.3888 | 0.3300 | 0.1406 | 933.0000 | -0.0582 | 1138.0000 | 0.1000 | -1.3403 | 0.3015 | 0.0000 | 0.0000 | -0.0460 | 0.2600 | -0.8710 | 1.5456 | 0.0000 | 0.0000 | 0.0545 | 0.2600 | -0.7384 | 1.5456 | 0.0000 | 0.0000 | 0.1006 | 0.2368 | -1.0171 | 0.4566 | 0.0000 | 0.0000 | 0.0182 |
Loss per epoch
training
validation
Config
name: reference_ube4b_fc_plm_contiguousf4 task: dms data: dataset: ube4b encoding: one_hot,aa_index,plm,plm_sum split_dir: null split_scheme: contiguous 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