gb1 · Fully connected
reference_gb1_fc_modulof4_20261104-165808
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 | 0.3839 | 0.9632 | 0.9689 | 0.9247 | 35489.0000 | 0.8077 | 166.0000 | 1.0000 | 1.7362 | 1.9951 | 0.0000 | 0.0000 | 0.8996 | 1.0000 | 1.6730 | 2.1110 | 0.1400 | 0.0000 | 0.9307 | 1.0000 | 1.6361 | 2.1110 | 0.2500 | 0.0000 | 0.9417 | 1.0000 | 1.3666 | 2.5295 | 0.7608 | 0.0000 | 0.9825 |
| validation | 6.8878 | 0.0051 | 0.0197 | -0.2340 | 2689.0000 | -0.0097 | 11325.0000 | 0.2000 | -3.9240 | 0.4926 | 0.0000 | 0.0000 | -0.2870 | 0.2200 | -2.9722 | 0.4926 | 0.0000 | 0.0000 | -0.0529 | 0.1800 | -2.7563 | 0.7847 | 0.0000 | 0.0000 | 0.0038 | 0.2239 | -2.3952 | 0.7847 | 0.0050 | 0.0000 | 0.1033 |
| test | 4.9163 | 0.0164 | 0.0192 | -0.0640 | 3230.0000 | -0.0904 | 3732.0000 | 0.0000 | -1.3775 | -0.3560 | 0.0000 | 0.0000 | 0.2348 | 0.1000 | -1.3672 | 0.2625 | 0.0000 | 0.0000 | 0.2467 | 0.1200 | -1.7037 | 0.2625 | 0.0000 | 0.0000 | 0.1585 | 0.1592 | -1.7335 | 1.1206 | 0.0050 | 0.0000 | 0.1543 |
Loss per epoch
training
validation
Config
name: reference_gb1_fc_modulof4 task: dms data: dataset: gb1 encoding: one_hot,aa_index split_dir: null split_scheme: modulo split_fold: 4 model: name: fcn hidden: - 1000 dropout: 0.2 train: epochs: 300 batch_size: 64 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7