bgl3 · Fully connected
reference_bgl3_fc_mr5_contiguousf2_20261104-222139
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 | 1.7255 | 0.5950 | 0.6804 | 0.0238 | 152.0000 | 0.0798 | 11.0000 | 0.1000 | -0.5751 | 0.1090 | 0.0000 | 0.0000 | 0.4571 | 0.1200 | -0.5098 | 0.9971 | 0.0800 | 0.0000 | 0.5577 | 0.1600 | -0.4761 | 0.9971 | 0.1300 | 0.0000 | 0.6115 | 0.1875 | -0.4349 | 0.9971 | 0.0938 | 0.0000 | 0.5748 |
| validation | 1.8128 | -0.3213 | -0.3372 | -0.0032 | 38.0000 | 0.4669 | 433.0000 | 0.0000 | -2.5511 | -0.8034 | 0.0000 | 0.0000 | -0.4743 | 0.0000 | -2.5121 | -0.1318 | 0.0000 | 0.0000 | -0.5786 | 0.0000 | -2.3139 | -0.0342 | 0.0300 | 0.0000 | -0.5044 | 0.0000 | -2.6750 | -0.8034 | 0.0000 | 0.0000 | -0.5381 |
| test | 1.9815 | -0.2900 | -0.2851 | -0.0395 | 26.0000 | 0.0284 | 166.0000 | 0.0000 | -2.9354 | -1.5506 | 0.0000 | 0.0000 | -0.5712 | 0.0200 | -2.7871 | 0.1282 | 0.0200 | 0.0000 | -0.5695 | 0.0100 | -2.7967 | 0.1282 | 0.0100 | 0.0000 | -0.6147 | 0.0000 | -3.0190 | -1.5506 | 0.0000 | 0.0000 | -0.6192 |
Loss per epoch
training
validation
Config
name: reference_bgl3_fc_mr5_contiguousf2 task: dms data: dataset: bgl3 encoding: one_hot,aa_index split_dir: null split_scheme: contiguous split_fold: 2 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