ube4b · Fully connected
reference_ube4b_fc_plm_contiguousf0_20261104-175827
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 | 2.9360 | 0.6811 | 0.6320 | 0.2968 | 4241.0000 | 0.5532 | 15.0000 | 1.0000 | 5.5723 | 7.7437 | 0.2000 | 0.0000 | 0.8243 | 1.0000 | 5.0520 | 9.1845 | 0.3800 | 0.0000 | 0.8711 | 1.0000 | 4.5628 | 9.1845 | 0.4300 | 0.0000 | 0.8690 | 1.0000 | 4.1512 | 9.1845 | 0.5211 | 0.0000 | 0.8905 |
| validation | 3.2535 | 0.2966 | 0.3248 | 0.0832 | 458.0000 | -0.0858 | 2006.0000 | 0.5000 | -0.2056 | 1.0388 | 0.0000 | 0.0000 | 0.2576 | 0.5200 | -0.0852 | 3.4686 | 0.0400 | 0.0000 | 0.3480 | 0.4200 | -0.2031 | 4.4214 | 0.1000 | 0.0000 | 0.3660 | 0.5000 | -0.0644 | 3.4686 | 0.0385 | 0.0000 | 0.3178 |
| test | 2.5543 | 0.1923 | 0.1647 | -0.1243 | 1218.0000 | 0.0126 | 135.0000 | 0.4000 | -0.4937 | 1.3742 | 0.0000 | 0.0000 | 0.0622 | 0.4400 | -0.2798 | 1.8717 | 0.0000 | 0.0000 | 0.1281 | 0.3700 | -0.3579 | 2.2502 | 0.0100 | 0.0000 | 0.1261 | 0.4419 | -0.3204 | 1.8717 | 0.0000 | 0.0000 | 0.1153 |
Loss per epoch
training
validation
Config
name: reference_ube4b_fc_plm_contiguousf0 task: dms data: dataset: ube4b encoding: one_hot,aa_index,plm,plm_sum 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