gb1 · Fully connected
reference_gb1_fc_plm_randomf0_20261104-174527
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 | 0.1970 | 0.9809 | 0.9802 | 0.9620 | 56570.0000 | 0.8715 | 1461.0000 | 1.0000 | 1.7173 | 2.0942 | 0.1000 | 0.0000 | 0.9056 | 1.0000 | 1.6313 | 2.0942 | 0.0600 | 0.0000 | 0.9230 | 1.0000 | 1.6341 | 2.1110 | 0.2400 | 0.0000 | 0.9429 | 1.0000 | 1.3075 | 2.2859 | 0.8128 | 0.0000 | 0.9888 |
| validation | 0.2148 | 0.9792 | 0.9781 | 0.9588 | 18879.0000 | 0.8674 | 47.0000 | 1.0000 | 1.6977 | 1.9240 | 0.0000 | 0.0000 | 0.9057 | 1.0000 | 1.6895 | 2.5295 | 0.3800 | 0.0000 | 0.9606 | 1.0000 | 1.6489 | 2.5295 | 0.5500 | 0.0000 | 0.9728 | 0.9991 | 1.3121 | 2.5295 | 0.8013 | 0.0000 | 0.9873 |
| test | 0.2136 | 0.9793 | 0.9783 | 0.9589 | 18587.0000 | 0.8622 | 513.0000 | 1.0000 | 1.7018 | 1.9951 | 0.1000 | 0.0000 | 0.9231 | 1.0000 | 1.6466 | 1.9951 | 0.3200 | 0.0000 | 0.9534 | 1.0000 | 1.6143 | 2.0975 | 0.4700 | 0.0000 | 0.9662 | 1.0000 | 1.2910 | 2.4539 | 0.7892 | 0.0000 | 0.9858 |
Loss per epoch
training
validation
Config
name: reference_gb1_fc_plm_randomf0 task: dms data: dataset: gb1 encoding: one_hot,aa_index,plm,plm_sum split_dir: null split_scheme: random split_fold: 0 model: name: fcn hidden: - 1000 dropout: 0.2 train: epochs: 300 batch_size: 64 learning_rate: 0.0001 patience: 15 min_delta: 1.0e-05 seed: 7