avgfp · Fully connected
reference_avgfp_fc_modulof1_20261104-153210
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 | captured_at_10 | hit_rate_at_50 | mean_at_50 | max_at_50 | precision_at_50 | captured_at_50 | hit_rate_at_100 | mean_at_100 | max_at_100 | precision_at_100 | captured_at_100 | hit_rate_at_1pct | mean_at_1pct | max_at_1pct | precision_at_1pct | captured_at_1pct | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| train | 0.2763 | 0.8722 | 0.7756 | 0.6969 | 1273.0000 | 0.1611 | 49.0000 | 0.3000 | 3.6395 | 3.8937 | 0.0000 | 0.6142 | 0.4600 | 3.6894 | 4.0956 | 0.0200 | 0.7059 | 0.3900 | 3.6766 | 4.0956 | 0.0500 | 0.7212 | 0.4045 | 3.6805 | 4.0956 | 0.0337 | 0.7206 | ||||
| validation | 0.4880 | -0.0835 | -0.1027 | -0.0499 | 135.0000 | 0.0777 | 66.0000 | 0.0000 | 2.8406 | 3.7034 | 0.0000 | 0.0000 | -0.9139 | 0.0800 | 3.1126 | 3.7864 | 0.0200 | 0.0000 | -0.4953 | 0.0900 | 3.1619 | 3.9367 | 0.0700 | 0.0000 | -0.4266 | 0.0000 | 2.7038 | 3.7034 | 0.0000 | 0.0000 | -1.1432 |
| test | 0.5473 | -0.2863 | -0.2349 | -0.0834 | 216.0000 | 0.0109 | 903.0000 | 0.2000 | 2.6876 | 3.7978 | 0.0000 | 0.0000 | -0.9422 | 0.1600 | 2.8182 | 3.7978 | 0.0000 | 0.0000 | -0.9091 | 0.1600 | 2.7180 | 3.8543 | 0.0800 | 0.0000 | -1.1835 | 0.1818 | 2.7572 | 3.7978 | 0.0000 | 0.0000 | -0.8489 |
Loss per epoch
training
validation
Config
name: reference_avgfp_fc_modulof1 task: dms data: dataset: avgfp encoding: one_hot,aa_index split_dir: null split_scheme: modulo 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