gb1 · Linear
reference_gb1_lr_mr20_modulof2_20261105-023357
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 | 0.7898 | 0.9277 | 0.9598 | 0.8573 | 33667.0000 | 0.7691 | 1.0000 | 1.0000 | 1.6255 | 1.8220 | 0.4000 | 0.0000 | 0.9831 | 1.0000 | 1.4985 | 1.8220 | 0.4800 | 0.0000 | 0.9784 | 1.0000 | 1.4333 | 1.8220 | 0.4600 | 0.0000 | 0.9754 | 0.9984 | 1.0831 | 1.8220 | 0.6572 | 0.0000 | 0.9768 |
| validation | 4.6107 | 0.0409 | 0.0324 | -0.0477 | 4400.0000 | -0.3716 | 14057.0000 | 0.3000 | -1.3128 | 0.3313 | 0.0000 | 0.0000 | 0.1660 | 0.3600 | -0.9917 | 0.5651 | 0.0000 | 0.0000 | 0.2586 | 0.3900 | -0.9986 | 0.5784 | 0.0000 | 0.0000 | 0.2621 | 0.3646 | -0.9790 | 0.7219 | 0.0000 | 0.0000 | 0.2747 |
| test | 6.1227 | -0.0496 | -0.0490 | -0.3706 | 1519.0000 | -0.2442 | 14572.0000 | 0.0000 | -2.9026 | -0.3122 | 0.0000 | 0.0000 | -0.0308 | 0.0200 | -2.8728 | 0.0312 | 0.0000 | 0.0000 | -0.0238 | 0.0300 | -2.8260 | 0.1199 | 0.0000 | 0.0000 | -0.0109 | 0.0355 | -3.1389 | 0.1199 | 0.0000 | 0.0000 | -0.1023 |
Loss per epoch
training
validation
Config
name: reference_gb1_lr_mr20_modulof2 task: dms data: dataset: gb1 encoding: one_hot,aa_index split_dir: null split_scheme: modulo split_fold: 2 min_reads: 20 model: name: lr train: epochs: 300 batch_size: 128 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7