bgl3 · Fully connected
reference_bgl3_fc_mr5_modulof1_20261104-221856
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 | 1.6344 | 0.5618 | 0.5235 | -0.0283 | 136.0000 | 0.0924 | 861.0000 | 0.3000 | -0.7370 | 0.3347 | 0.0000 | 0.0000 | 0.3162 | 0.1600 | -0.5262 | 0.5199 | 0.0800 | 0.0000 | 0.4894 | 0.0900 | -0.6526 | 0.5199 | 0.0800 | 0.0000 | 0.4464 | 0.1481 | -0.5885 | 0.3887 | 0.0741 | 0.0000 | 0.4251 |
| validation | 1.1752 | -0.0275 | -0.0337 | -0.0003 | 23.0000 | 0.0979 | 112.0000 | 0.0000 | -2.1211 | -0.7543 | 0.0000 | 0.0000 | -0.7409 | 0.0200 | -1.6118 | 0.0458 | 0.0400 | 0.0000 | -0.4372 | 0.0300 | -1.4919 | 0.2207 | 0.1200 | 0.0000 | -0.3601 | 0.0000 | -2.0498 | -0.9146 | 0.0000 | 0.0000 | -0.6744 |
| test | 1.1443 | -0.1677 | -0.1545 | -0.0139 | 47.0000 | -0.0256 | 658.0000 | 0.0000 | -1.7055 | -0.4209 | 0.0000 | 0.0000 | -0.4795 | 0.0200 | -1.5222 | 0.0650 | 0.0200 | 0.0000 | -0.4757 | 0.0700 | -1.2654 | 0.9971 | 0.0900 | 0.0000 | -0.2783 | 0.0000 | -1.8745 | -0.4209 | 0.0000 | 0.0000 | -0.5493 |
Loss per epoch
training
validation
Config
name: reference_bgl3_fc_mr5_modulof1 task: dms data: dataset: bgl3 encoding: one_hot,aa_index split_dir: null split_scheme: modulo split_fold: 1 min_reads: 5 model: name: fcn hidden: - 100 - 100 dropout: 0.2 train: epochs: 300 batch_size: 32 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7