bgl3 · Fully connected
reference_bgl3_fc_mr5_contiguousf0_20261104-221742
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 | 2.0502 | 0.6211 | 0.6803 | -0.0418 | 156.0000 | 0.1316 | 595.0000 | 0.2000 | -0.4917 | 0.6710 | 0.1000 | 0.0000 | 0.4942 | 0.1600 | -0.4917 | 0.6710 | 0.0800 | 0.0000 | 0.5789 | 0.2200 | -0.4439 | 0.7042 | 0.1700 | 0.0000 | 0.6429 | 0.0857 | -0.6012 | 0.6710 | 0.0571 | 0.0000 | 0.5078 |
| validation | 1.4411 | -0.1230 | -0.1292 | -0.0043 | 40.0000 | 0.2429 | 33.0000 | 0.1000 | -1.5931 | 0.1090 | 0.0000 | 0.0000 | -0.2021 | 0.0800 | -1.7599 | 0.9971 | 0.0800 | 0.0000 | -0.3714 | 0.0500 | -1.8081 | 0.9971 | 0.1000 | 0.0000 | -0.4429 | 0.1111 | -1.5325 | 0.1090 | 0.0000 | 0.0000 | -0.1639 |
| test | 1.9609 | -0.2277 | -0.2183 | -0.1548 | 21.0000 | -0.1325 | 1061.0000 | 0.0000 | -2.4822 | -0.6278 | 0.0000 | 0.0000 | -0.3027 | 0.0000 | -2.6300 | -0.1369 | 0.0000 | 0.0000 | -0.4262 | 0.0100 | -2.5912 | 0.0326 | 0.0500 | 0.0000 | -0.4332 | 0.0000 | -2.4709 | -0.6278 | 0.0000 | 0.0000 | -0.3019 |
Loss per epoch
training
validation
Config
name: reference_bgl3_fc_mr5_contiguousf0 task: dms data: dataset: bgl3 encoding: one_hot,aa_index split_dir: null split_scheme: contiguous split_fold: 0 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