bgl3 · Fully connected
reference_bgl3_fc_mr5_contiguousf1_20261104-221945
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 | 1.8278 | 0.5977 | 0.6627 | 0.0110 | 151.0000 | 0.0158 | 950.0000 | 0.0000 | -0.6803 | -0.0832 | 0.0000 | 0.0000 | 0.4069 | 0.1600 | -0.6050 | 0.3940 | 0.0600 | 0.0000 | 0.5129 | 0.1500 | -0.5265 | 0.3940 | 0.1000 | 0.0000 | 0.5908 | 0.0882 | -0.6703 | 0.3940 | 0.0588 | 0.0000 | 0.4637 |
| validation | 1.9146 | -0.3654 | -0.3704 | -0.0044 | 26.0000 | -0.1884 | 294.0000 | 0.0000 | -2.6946 | -1.7852 | 0.0000 | 0.0000 | -0.4549 | 0.0000 | -2.8450 | -0.0342 | 0.0200 | 0.0000 | -0.6014 | 0.0200 | -2.7900 | 0.3297 | 0.0300 | 0.0000 | -0.6108 | 0.0000 | -2.5362 | -1.3499 | 0.0000 | 0.0000 | -0.3831 |
| test | 1.7180 | -0.0473 | -0.0615 | -0.1973 | 40.0000 | 0.2505 | 282.0000 | 0.1000 | -1.3831 | 0.1840 | 0.0000 | 0.0000 | -0.0792 | 0.0400 | -1.7101 | 0.2388 | 0.0400 | 0.0000 | -0.3352 | 0.0300 | -1.6940 | 0.5351 | 0.0500 | 0.0000 | -0.3526 | 0.1111 | -1.3204 | 0.1840 | 0.0000 | 0.0000 | -0.0418 |
Loss per epoch
training
validation
Config
name: reference_bgl3_fc_mr5_contiguousf1 task: dms data: dataset: bgl3 encoding: one_hot,aa_index split_dir: null split_scheme: contiguous split_fold: 1 min_reads: 5 model: name: fcn hidden: - 100 - 100 dropout: 0.2 train: epochs: 300 batch_size: 32 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7