gb1 · Fully connected
reference_gb1_fc_randomf4_20261104-163141
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 | 0.1995 | 0.9807 | 0.9797 | 0.9616 | 56646.0000 | 0.8646 | 93.0000 | 1.0000 | 1.6569 | 1.9240 | 0.0000 | 0.0000 | 0.8783 | 1.0000 | 1.6638 | 2.1952 | 0.1000 | 0.0000 | 0.9265 | 1.0000 | 1.6811 | 2.5295 | 0.2900 | 0.0000 | 0.9519 | 0.9997 | 1.3030 | 2.5295 | 0.7961 | 0.0000 | 0.9875 |
| validation | 0.2164 | 0.9790 | 0.9778 | 0.9584 | 18587.0000 | 0.8552 | 515.0000 | 1.0000 | 1.7154 | 1.9951 | 0.1000 | 0.0000 | 0.9261 | 1.0000 | 1.6513 | 2.0975 | 0.3000 | 0.0000 | 0.9545 | 1.0000 | 1.6165 | 2.0975 | 0.4600 | 0.0000 | 0.9668 | 1.0000 | 1.2910 | 2.4539 | 0.7873 | 0.0000 | 0.9858 |
| test | 0.2130 | 0.9793 | 0.9783 | 0.9590 | 18803.0000 | 0.8670 | 135.0000 | 1.0000 | 1.6625 | 1.9362 | 0.1000 | 0.0000 | 0.9164 | 1.0000 | 1.5855 | 2.0888 | 0.2800 | 0.0000 | 0.9404 | 1.0000 | 1.5790 | 2.0888 | 0.4000 | 0.0000 | 0.9595 | 1.0000 | 1.3150 | 2.1455 | 0.8097 | 0.0000 | 0.9882 |
Loss per epoch
training
validation
Config
name: reference_gb1_fc_randomf4 task: dms data: dataset: gb1 encoding: one_hot,aa_index split_dir: null split_scheme: random 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