gb1 · Fully connected
reference_gb1_fc_plm_modulof4_20261105-042321
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 | 0.2556 | 0.9792 | 0.9803 | 0.9499 | 35489.0000 | 0.8636 | 76.0000 | 1.0000 | 1.6961 | 1.9362 | 0.0000 | 0.0000 | 0.8907 | 1.0000 | 1.6644 | 2.1110 | 0.1400 | 0.0000 | 0.9287 | 1.0000 | 1.6652 | 2.5295 | 0.3000 | 0.0000 | 0.9486 | 1.0000 | 1.3888 | 2.5295 | 0.8080 | 0.0000 | 0.9884 |
| validation | 5.3350 | 0.2268 | 0.1817 | 0.0442 | 2689.0000 | -0.0287 | 4877.0000 | 0.1000 | -1.4200 | 0.0535 | 0.0000 | 0.0000 | 0.3359 | 0.2000 | -1.1318 | 0.7795 | 0.0000 | 0.0000 | 0.4292 | 0.1900 | -1.2241 | 1.0250 | 0.0100 | 0.0000 | 0.4152 | 0.1692 | -1.2800 | 1.0250 | 0.0100 | 0.0000 | 0.4104 |
| test | 4.5178 | 0.2284 | 0.2279 | 0.0223 | 3230.0000 | -0.1000 | 18770.0000 | 0.1000 | -2.1125 | 0.1470 | 0.0000 | 0.0000 | 0.0421 | 0.3000 | -1.3615 | 0.7287 | 0.0000 | 0.0000 | 0.2482 | 0.2200 | -1.8446 | 0.7417 | 0.0000 | 0.0000 | 0.1192 | 0.1841 | -1.9616 | 0.7417 | 0.0000 | 0.0000 | 0.0891 |
Loss per epoch
training
validation
Config
name: reference_gb1_fc_plm_modulof4 task: dms data: dataset: gb1 encoding: one_hot,aa_index,plm,plm_sum 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