gb1 · Fully connected
reference_gb1_fc_modulof1_20261104-153430
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 | captured_at_10 | hit_rate_at_50 | mean_at_50 | max_at_50 | precision_at_50 | captured_at_50 | hit_rate_at_100 | mean_at_100 | max_at_100 | precision_at_100 | captured_at_100 | hit_rate_at_1pct | mean_at_1pct | max_at_1pct | precision_at_1pct | captured_at_1pct | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| train | 0.5889 | 0.9624 | 0.9667 | 0.8851 | 35035.0000 | 0.7807 | 152.0000 | 1.0000 | 1.5817 | 1.7434 | 0.0000 | 0.8532 | 1.0000 | 1.6257 | 2.0942 | 0.0800 | 0.9131 | 1.0000 | 1.6021 | 2.0942 | 0.1700 | 0.9309 | 0.9995 | 1.3623 | 2.5295 | 0.6939 | 0.9772 | ||||
| validation | 5.4354 | -0.2709 | -0.2461 | -0.2241 | 1545.0000 | 0.0795 | 7027.0000 | 0.0000 | -5.4091 | -4.3348 | 0.0000 | 0.0000 | -0.7068 | 0.0000 | -5.5491 | -4.0026 | 0.0000 | 0.0000 | -0.7763 | 0.0000 | -5.4865 | -1.7311 | 0.0000 | 0.0000 | -0.7737 | 0.0000 | -5.1443 | -0.2717 | 0.0000 | 0.0000 | -0.6916 |
| test | 6.3363 | -0.2863 | -0.2519 | -0.0927 | 4408.0000 | 0.0702 | 16266.0000 | 0.0000 | -5.9766 | -5.2859 | 0.0000 | 0.0000 | -0.9284 | 0.0000 | -5.8588 | -4.6706 | 0.0000 | 0.0000 | -0.9469 | 0.0000 | -5.6778 | -3.9663 | 0.0000 | 0.0000 | -0.9203 | 0.0000 | -5.3151 | -1.1744 | 0.0000 | 0.0000 | -0.8414 |
Loss per epoch
training
validation
Config
name: reference_gb1_fc_modulof1 task: dms data: dataset: gb1 encoding: one_hot,aa_index split_dir: null split_scheme: modulo split_fold: 1 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