avgfp · Fully connected
reference_avgfp_fc_plm_contiguousf2_20261104-184337
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 | 0.2123 | 0.8883 | 0.8301 | 0.7890 | 835.0000 | 0.1398 | 137.0000 | 0.2000 | 3.6535 | 3.8838 | 0.0000 | 0.0000 | 0.7001 | 0.4000 | 3.6846 | 3.9363 | 0.0400 | 0.0000 | 0.7695 | 0.4300 | 3.6767 | 3.9363 | 0.0600 | 0.0000 | 0.7867 | 0.3889 | 3.6797 | 3.9363 | 0.0417 | 0.0000 | 0.7771 |
| validation | 0.2763 | -0.0754 | -0.0915 | -0.1671 | 366.0000 | 0.1075 | 1033.0000 | 0.0000 | 3.2265 | 3.7106 | 0.0000 | 0.0000 | -0.5690 | 0.2000 | 3.3112 | 4.0212 | 0.0200 | 0.0000 | -0.5329 | 0.1900 | 3.3641 | 4.0212 | 0.0200 | 0.0000 | -0.4553 | 0.0000 | 3.2880 | 3.7106 | 0.0000 | 0.0000 | -0.4692 |
| test | 0.5378 | 0.0243 | 0.0128 | -0.0774 | 142.0000 | -0.0449 | 25.0000 | 0.1000 | 2.5319 | 3.8042 | 0.0000 | 0.0000 | -1.3265 | 0.1400 | 3.1520 | 3.9612 | 0.0800 | 0.0000 | -0.3369 | 0.1800 | 3.2566 | 3.9612 | 0.1500 | 0.0000 | -0.1444 | 0.0909 | 2.4200 | 3.8042 | 0.0000 | 0.0000 | -1.5271 |
Loss per epoch
training
validation
Config
name: reference_avgfp_fc_plm_contiguousf2 task: dms data: dataset: avgfp encoding: one_hot,aa_index,plm,plm_sum split_dir: null split_scheme: contiguous 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