bgl3 · Fully connected
reference_bgl3_fc_mr5_modulof2_20261104-222056
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 | 1.6982 | 0.6537 | 0.6556 | -0.0655 | 143.0000 | 0.1139 | 602.0000 | 0.1000 | -0.3408 | 0.1023 | 0.0000 | 0.0000 | 0.4739 | 0.1800 | -0.3464 | 0.9971 | 0.0400 | 0.0000 | 0.5833 | 0.1600 | -0.3680 | 0.9971 | 0.1500 | 0.0000 | 0.6189 | 0.2593 | -0.2243 | 0.9971 | 0.0741 | 0.0000 | 0.6056 |
| validation | 1.0077 | -0.2547 | -0.1730 | -0.0049 | 44.0000 | -0.1961 | 455.0000 | 0.0000 | -2.8623 | -1.3558 | 0.0000 | 0.0000 | -1.4576 | 0.0000 | -1.9394 | -0.0039 | 0.0200 | 0.0000 | -0.9874 | 0.0300 | -1.4567 | 0.5351 | 0.0900 | 0.0000 | -0.5811 | 0.0000 | -2.7728 | -1.3558 | 0.0000 | 0.0000 | -1.3266 |
| test | 1.1987 | -0.2171 | -0.1810 | -0.0203 | 23.0000 | 0.2723 | 166.0000 | 0.0000 | -2.6810 | -1.3499 | 0.0000 | 0.0000 | -1.1493 | 0.0200 | -2.0557 | 0.2821 | 0.0200 | 0.0000 | -0.8204 | 0.0100 | -1.8172 | 0.2821 | 0.0500 | 0.0000 | -0.6632 | 0.0000 | -2.5945 | -1.3499 | 0.0000 | 0.0000 | -1.0633 |
Loss per epoch
training
validation
Config
name: reference_bgl3_fc_mr5_modulof2 task: dms data: dataset: bgl3 encoding: one_hot,aa_index split_dir: null split_scheme: modulo 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