avgfp · Fully connected
reference_avgfp_fc_plm_contiguousf1_20261104-181527
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 | 0.2666 | 0.8313 | 0.7156 | 0.6101 | 1898.0000 | 0.1880 | 4118.0000 | 0.6000 | 3.7337 | 3.9545 | 0.0000 | 0.0000 | 0.6128 | 0.5000 | 3.7175 | 4.0193 | 0.0600 | 0.0000 | 0.6428 | 0.4800 | 3.7020 | 4.0378 | 0.0500 | 0.0000 | 0.6557 | 0.4727 | 3.7028 | 4.0378 | 0.0545 | 0.0000 | 0.6617 |
| validation | 0.4995 | 0.0917 | 0.0959 | -0.0008 | 142.0000 | -0.0090 | 121.0000 | 0.2000 | 3.0412 | 3.8098 | 0.0000 | 0.0000 | -0.4749 | 0.1800 | 3.3766 | 3.8569 | 0.0800 | 0.0000 | 0.0999 | 0.1300 | 3.3570 | 3.9082 | 0.1100 | 0.0000 | 0.0667 | 0.1818 | 3.0949 | 3.8098 | 0.0000 | 0.0000 | -0.3887 |
| test | 1.3643 | 0.0233 | -0.0404 | -0.3571 | 60.0000 | -0.0372 | 196.0000 | 0.0000 | 2.4326 | 3.6480 | 0.0000 | 0.0000 | -0.3792 | 0.0800 | 2.7292 | 3.7603 | 0.0800 | 0.0000 | -0.1111 | 0.0600 | 2.6398 | 3.9912 | 0.0900 | 0.0000 | -0.2144 | 0.0000 | 2.2030 | 3.6480 | 0.0000 | 0.0000 | -0.5774 |
Loss per epoch
training
validation
Config
name: reference_avgfp_fc_plm_contiguousf1 task: dms data: dataset: avgfp encoding: one_hot,aa_index,plm,plm_sum split_dir: null split_scheme: contiguous split_fold: 1 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