avgfp · Fully connected
reference_avgfp_fc_plm_contiguousf0_20261104-175351
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 | 0.7646 | 0.6767 | 0.5674 | -0.1963 | 2295.0000 | 0.0921 | 4613.0000 | 0.1000 | 3.6402 | 3.8722 | 0.0000 | 0.0000 | 0.4802 | 0.4200 | 3.6892 | 3.9271 | 0.0000 | 0.0000 | 0.5884 | 0.4600 | 3.6717 | 4.0968 | 0.0300 | 0.0000 | 0.5927 | 0.4265 | 3.6645 | 4.0968 | 0.0294 | 0.0000 | 0.5968 |
| validation | 1.0012 | 0.0683 | 0.0226 | 0.0041 | 60.0000 | -0.0474 | 133.0000 | 0.0000 | 2.6871 | 3.6480 | 0.0000 | 0.0000 | -0.1395 | 0.0800 | 2.8222 | 3.8587 | 0.0800 | 0.0000 | -0.0136 | 0.0600 | 2.6741 | 3.8587 | 0.1000 | 0.0000 | -0.1767 | 0.0000 | 2.8093 | 3.6480 | 0.0000 | 0.0000 | -0.0236 |
| test | 0.8447 | 0.2570 | 0.1996 | -0.1895 | 109.0000 | 0.0519 | 79.0000 | 0.2000 | 3.1439 | 3.8501 | 0.0000 | 0.0000 | -0.0430 | 0.1600 | 3.0312 | 3.9178 | 0.1000 | 0.0000 | -0.2231 | 0.1700 | 3.2270 | 3.9961 | 0.1700 | 0.0000 | 0.0829 | 0.0000 | 2.8906 | 3.6220 | 0.0000 | 0.0000 | -0.3682 |
Loss per epoch
training
validation
Config
name: reference_avgfp_fc_plm_contiguousf0 task: dms data: dataset: avgfp encoding: one_hot,aa_index,plm,plm_sum split_dir: null split_scheme: contiguous split_fold: 0 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