gb1 · Linear
reference_gb1_lr_mr20_contiguousf0_20261105-020431
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 | 1.0290 | 0.9105 | 0.9349 | 0.8249 | 31586.0000 | 0.8514 | 446.0000 | 1.0000 | 1.6333 | 1.9362 | 0.2000 | 0.0000 | 0.9354 | 1.0000 | 1.6458 | 1.9951 | 0.1600 | 0.0000 | 0.9598 | 1.0000 | 1.6276 | 1.9951 | 0.3000 | 0.0000 | 0.9651 | 0.9995 | 1.3703 | 2.1455 | 0.7649 | 0.0000 | 0.9876 |
| validation | 2.4808 | -0.0757 | -0.0086 | -0.2295 | 5223.0000 | 0.0899 | 7749.0000 | 0.6000 | -0.3757 | 0.5963 | 0.0000 | 0.0000 | 0.2881 | 0.4200 | -1.2398 | 0.8068 | 0.0000 | 0.0000 | -0.0986 | 0.4400 | -1.0211 | 1.0909 | 0.0100 | 0.0000 | 0.0036 | 0.3990 | -1.0591 | 1.0909 | 0.0152 | 0.0000 | -0.0154 |
| test | 3.5005 | 0.0751 | 0.1214 | -0.1401 | 1827.0000 | -0.0715 | 1974.0000 | 0.0000 | -3.9239 | -0.1781 | 0.0000 | 0.0000 | -0.6581 | 0.0200 | -3.4647 | 0.0431 | 0.0000 | 0.0000 | -0.5224 | 0.0200 | -3.2061 | 0.3218 | 0.0000 | 0.0000 | -0.4388 | 0.0402 | -3.0470 | 0.3218 | 0.0000 | 0.0000 | -0.3902 |
Loss per epoch
training
validation
Config
name: reference_gb1_lr_mr20_contiguousf0 task: dms data: dataset: gb1 encoding: one_hot,aa_index split_dir: null split_scheme: contiguous split_fold: 0 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