ube4b · Fully connected
reference_ube4b_fc_modulof4_20261104-170252
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 | 2.4965 | 0.6105 | 0.5732 | 0.3561 | 6783.0000 | 0.4783 | 39.0000 | 0.9000 | 4.5629 | 7.8259 | 0.1000 | 0.0000 | 0.6673 | 0.9200 | 3.9618 | 9.1537 | 0.2400 | 0.0000 | 0.7034 | 0.9300 | 3.7138 | 9.1537 | 0.2900 | 0.0000 | 0.7249 | 0.9404 | 3.4804 | 9.1537 | 0.4636 | 0.0000 | 0.7904 |
| validation | 3.3086 | -0.0595 | -0.0683 | -0.0139 | 645.0000 | 0.0262 | 504.0000 | 0.4000 | -0.9457 | 3.4160 | 0.0000 | 0.0000 | 0.0495 | 0.2000 | -1.5746 | 3.4160 | 0.0200 | 0.0000 | -0.0763 | 0.1800 | -1.5658 | 3.4160 | 0.0400 | 0.0000 | -0.0850 | 0.2500 | -1.5449 | 3.4160 | 0.0357 | 0.0000 | -0.0638 |
| test | 3.7114 | -0.0722 | -0.0773 | -0.0723 | 318.0000 | 0.0176 | 1626.0000 | 0.2000 | -1.6198 | 1.5970 | 0.0000 | 0.0000 | -0.0025 | 0.0800 | -2.4156 | 1.5970 | 0.0200 | 0.0000 | -0.1956 | 0.0700 | -2.3130 | 1.5970 | 0.0200 | 0.0000 | -0.2011 | 0.1111 | -2.3309 | 1.5970 | 0.0000 | 0.0000 | -0.1435 |
Loss per epoch
training
validation
Config
name: reference_ube4b_fc_modulof4 task: dms data: dataset: ube4b encoding: one_hot,aa_index split_dir: null split_scheme: modulo split_fold: 4 model: name: fcn hidden: - 100 - 100 - 100 dropout: 0.2 train: epochs: 300 batch_size: 64 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7