bgl3 · Fully connected
reference_bgl3_fc_mr5_modulof0_20261104-221704
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 | 1.8366 | 0.5201 | 0.4740 | -0.1093 | 109.0000 | 0.0935 | 801.0000 | 0.1000 | -0.4185 | 0.2388 | 0.0000 | 0.0000 | 0.5097 | 0.0800 | -0.9473 | 0.3282 | 0.0600 | 0.0000 | 0.2774 | 0.0500 | -0.9480 | 0.3282 | 0.0500 | 0.0000 | 0.2961 | 0.1034 | -0.9026 | 0.3282 | 0.0690 | 0.0000 | 0.2872 |
| validation | 1.1290 | -0.0079 | 0.0025 | -0.0003 | 47.0000 | -0.0768 | 421.0000 | 0.0000 | -0.5613 | -0.0956 | 0.0000 | 0.0000 | 0.2755 | 0.0400 | -1.1207 | 0.1579 | 0.0400 | 0.0000 | -0.1242 | 0.0600 | -1.0697 | 0.1579 | 0.1300 | 0.0000 | -0.0883 | 0.0000 | -0.7122 | -0.2219 | 0.0000 | 0.0000 | 0.1635 |
| test | 1.1662 | -0.2116 | -0.1460 | -0.0099 | 49.0000 | 0.0031 | 686.0000 | 0.1000 | -2.6374 | 0.1282 | 0.0000 | 0.0000 | -1.0719 | 0.0600 | -1.9780 | 0.1358 | 0.0600 | 0.0000 | -0.7596 | 0.0400 | -1.6338 | 0.1358 | 0.0800 | 0.0000 | -0.5309 | 0.1429 | -2.8512 | 0.1282 | 0.0000 | 0.0000 | -1.1855 |
Loss per epoch
training
validation
Config
name: reference_bgl3_fc_mr5_modulof0 task: dms data: dataset: bgl3 encoding: one_hot,aa_index split_dir: null split_scheme: modulo 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