gb1 · Fully connected
reference_gb1_fc_modulof2_20261104-163208
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 | 0.5115 | 0.9575 | 0.9615 | 0.9067 | 34843.0000 | 0.7486 | 1404.0000 | 1.0000 | 1.6058 | 1.8220 | 0.2000 | 0.0000 | 0.9547 | 1.0000 | 1.4839 | 1.8220 | 0.3800 | 0.0000 | 0.9640 | 1.0000 | 1.4492 | 1.8220 | 0.4600 | 0.0000 | 0.9716 | 0.9984 | 1.0790 | 2.0176 | 0.6216 | 0.0000 | 0.9727 |
| validation | 4.5823 | -0.0953 | -0.1066 | -0.0448 | 4705.0000 | 0.1079 | 6916.0000 | 0.1000 | -1.6043 | 0.2364 | 0.0000 | 0.0000 | 0.0766 | 0.1200 | -1.5769 | 0.5317 | 0.0000 | 0.0000 | 0.0894 | 0.1100 | -1.7852 | 0.5317 | 0.0000 | 0.0000 | 0.0346 | 0.1400 | -1.7652 | 1.3251 | 0.0000 | 0.0000 | 0.0414 |
| test | 5.2660 | -0.1869 | -0.1536 | -0.1859 | 1545.0000 | 0.1098 | 5314.0000 | 0.0000 | -5.4456 | -4.3348 | 0.0000 | 0.0000 | -0.7166 | 0.0000 | -5.2678 | -0.3069 | 0.0000 | 0.0000 | -0.6976 | 0.0000 | -5.2450 | -0.1630 | 0.0000 | 0.0000 | -0.7048 | 0.0100 | -5.1592 | 0.2720 | 0.0000 | 0.0000 | -0.6960 |
Loss per epoch
training
validation
Config
name: reference_gb1_fc_modulof2 task: dms data: dataset: gb1 encoding: one_hot,aa_index split_dir: null split_scheme: modulo split_fold: 2 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