avgfp · Fully connected
reference_avgfp_fc_contiguousf4_20261104-170350
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 | 0.3519 | 0.8346 | 0.7615 | 0.6144 | 1613.0000 | 0.2010 | 4058.0000 | 0.5000 | 3.7496 | 3.9705 | 0.0000 | 0.0000 | 0.7021 | 0.4200 | 3.6881 | 3.9705 | 0.0400 | 0.0000 | 0.6893 | 0.4200 | 3.6814 | 4.1079 | 0.0500 | 0.0000 | 0.7108 | 0.4068 | 3.6806 | 4.1079 | 0.0424 | 0.0000 | 0.7167 |
| validation | 0.7490 | -0.3448 | -0.3043 | -0.0546 | 109.0000 | -0.0210 | 248.0000 | 0.2000 | 2.2391 | 3.8655 | 0.0000 | 0.0000 | -1.2375 | 0.1000 | 2.3830 | 3.8655 | 0.0200 | 0.0000 | -1.2185 | 0.0900 | 2.5933 | 3.8655 | 0.0700 | 0.0000 | -0.9578 | 0.2857 | 2.5816 | 3.8655 | 0.0000 | 0.0000 | -0.7663 |
| test | 0.4655 | -0.1808 | -0.0882 | -0.1366 | 156.0000 | 0.0754 | 149.0000 | 0.1000 | 2.5120 | 3.7268 | 0.0000 | 0.0000 | -1.8135 | 0.1000 | 2.7147 | 3.8784 | 0.0600 | 0.0000 | -1.5873 | 0.1200 | 3.0841 | 3.9046 | 0.0800 | 0.0000 | -0.7923 | 0.1250 | 2.5167 | 3.7268 | 0.0000 | 0.0000 | -1.7789 |
Loss per epoch
training
validation
Config
name: reference_avgfp_fc_contiguousf4 task: dms data: dataset: avgfp encoding: one_hot,aa_index split_dir: null split_scheme: contiguous split_fold: 4 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