ube4b · Fully connected
reference_ube4b_fc_modulof0_20261104-144719
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 | 2.4720 | 0.6327 | 0.6008 | 0.3911 | 5520.0000 | 0.5064 | 23.0000 | 0.9000 | 4.9329 | 7.8259 | 0.2000 | 0.7419 | 0.9600 | 4.4507 | 8.6246 | 0.3400 | 0.7824 | 0.9800 | 4.1972 | 8.6246 | 0.3700 | 0.8004 | 0.9673 | 3.8026 | 8.6246 | 0.4980 | 0.8270 | ||||
| validation | 3.0956 | -0.0832 | -0.1095 | -0.0164 | 571.0000 | 0.0435 | 1580.0000 | 0.1000 | -1.8425 | 0.1430 | 0.0000 | 0.0000 | -0.0690 | 0.1600 | -1.5921 | 3.5623 | 0.0200 | 0.0000 | -0.0279 | 0.1100 | -1.6107 | 3.5623 | 0.0400 | 0.0000 | -0.0372 | 0.1935 | -1.4547 | 3.5623 | 0.0323 | 0.0000 | 0.0055 |
| test | 3.3218 | -0.0793 | -0.0905 | -0.0179 | 645.0000 | 0.0537 | 1034.0000 | 0.2000 | -2.3156 | 3.4160 | 0.0000 | 0.0000 | -0.1910 | 0.2000 | -1.9281 | 3.4160 | 0.0200 | 0.0000 | -0.1540 | 0.1400 | -1.8903 | 3.4160 | 0.0300 | 0.0000 | -0.1667 | 0.2500 | -1.8499 | 3.4160 | 0.0357 | 0.0000 | -0.1252 |
Loss per epoch
training
validation
Config
name: reference_ube4b_fc_modulof0 task: dms data: dataset: ube4b encoding: one_hot,aa_index split_dir: null split_scheme: modulo split_fold: 0 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