gb1 · Linear
reference_gb1_lr_mr20_modulof0_20261105-015808
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 | 1.1484 | 0.8766 | 0.9032 | 0.7582 | 29958.0000 | 0.3910 | 2711.0000 | 1.0000 | 1.6046 | 1.9240 | 0.1000 | 0.0000 | 0.9222 | 1.0000 | 1.3870 | 1.9240 | 0.0600 | 0.0000 | 0.8953 | 1.0000 | 1.2984 | 1.9240 | 0.0700 | 0.0000 | 0.8844 | 0.9684 | 0.9431 | 1.9888 | 0.3258 | 0.0000 | 0.8801 |
| validation | 7.0956 | -0.2316 | -0.1994 | -0.2028 | 4092.0000 | 0.0399 | 507.0000 | 0.0000 | -4.3723 | -0.1355 | 0.0000 | 0.0000 | -0.5142 | 0.0000 | -4.4638 | -0.0471 | 0.0000 | 0.0000 | -0.5539 | 0.0200 | -4.3919 | 0.3762 | 0.0000 | 0.0000 | -0.5450 | 0.0370 | -4.4340 | 0.6978 | 0.0000 | 0.0000 | -0.5672 |
| test | 6.4835 | -0.1217 | -0.1015 | -0.1595 | 2556.0000 | -0.0669 | 5936.0000 | 0.2000 | -4.5538 | 0.2860 | 0.0000 | 0.0000 | -0.4435 | 0.1800 | -4.2802 | 0.5355 | 0.0000 | 0.0000 | -0.3901 | 0.1300 | -4.2196 | 0.5355 | 0.0000 | 0.0000 | -0.3822 | 0.1684 | -4.0805 | 0.6945 | 0.0000 | 0.0000 | -0.3522 |
Loss per epoch
training
validation
Config
name: reference_gb1_lr_mr20_modulof0 task: dms data: dataset: gb1 encoding: one_hot,aa_index split_dir: null split_scheme: modulo 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