avgfp · Fully connected
reference_avgfp_fc_modulof2_20261104-163006
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 | 0.3233 | 0.8135 | 0.7405 | 0.6063 | 1577.0000 | 0.2171 | 1120.0000 | 0.1000 | 3.6279 | 3.8291 | 0.0000 | 0.0000 | 0.5557 | 0.4000 | 3.6186 | 3.9453 | 0.0000 | 0.0000 | 0.5888 | 0.4200 | 3.6557 | 4.1068 | 0.0400 | 0.0000 | 0.6548 | 0.4352 | 3.6592 | 4.1068 | 0.0463 | 0.0000 | 0.6622 |
| validation | 0.7383 | -0.1563 | -0.1862 | -0.0493 | 111.0000 | 0.1443 | 397.0000 | 0.0000 | 2.0428 | 3.6939 | 0.0000 | 0.0000 | -1.5966 | 0.1000 | 2.7384 | 3.8151 | 0.0400 | 0.0000 | -0.7171 | 0.1000 | 2.8285 | 3.8177 | 0.0900 | 0.0000 | -0.6125 | 0.0000 | 2.0316 | 3.6939 | 0.0000 | 0.0000 | -1.5669 |
| test | 0.4754 | -0.1033 | -0.0863 | -0.0227 | 135.0000 | 0.1106 | 129.0000 | 0.0000 | 2.6505 | 3.7034 | 0.0000 | 0.0000 | -1.2544 | 0.0800 | 3.0215 | 3.7864 | 0.0200 | 0.0000 | -0.6847 | 0.1000 | 3.1546 | 3.8182 | 0.0800 | 0.0000 | -0.4429 | 0.0000 | 2.4590 | 3.7034 | 0.0000 | 0.0000 | -1.5758 |
Loss per epoch
training
validation
Config
name: reference_avgfp_fc_modulof2 task: dms data: dataset: avgfp encoding: one_hot,aa_index split_dir: null split_scheme: modulo split_fold: 2 model: name: fcn hidden: - 100 - 100 - 100 dropout: 0.2 train: epochs: 300 batch_size: 32 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7