gb1 · Fully connected
reference_gb1_fc_plm_modulof1_20261104-181200
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 | 0.5104 | 0.9591 | 0.9649 | 0.9004 | 35035.0000 | 0.7518 | 73.0000 | 1.0000 | 1.5860 | 1.7434 | 0.0000 | 0.0000 | 0.8541 | 1.0000 | 1.6407 | 2.0942 | 0.1000 | 0.0000 | 0.9166 | 1.0000 | 1.6419 | 2.5295 | 0.2100 | 0.0000 | 0.9403 | 0.9995 | 1.3606 | 2.5295 | 0.6818 | 0.0000 | 0.9767 |
| validation | 4.5292 | 0.0696 | 0.0692 | -0.0200 | 1545.0000 | 0.0107 | 9997.0000 | 0.2000 | -2.2618 | 0.1022 | 0.0000 | 0.0000 | 0.1381 | 0.2000 | -2.2735 | 0.4561 | 0.0000 | 0.0000 | 0.1408 | 0.1800 | -2.2980 | 0.5210 | 0.0000 | 0.0000 | 0.1366 | 0.1542 | -2.4210 | 0.6064 | 0.0149 | 0.0000 | 0.1038 |
| test | 4.7328 | 0.4589 | 0.4441 | 0.1838 | 4408.0000 | 0.0247 | 10496.0000 | 1.0000 | 0.7489 | 0.8717 | 0.0000 | 0.0000 | 0.7998 | 0.9600 | 0.5813 | 1.0529 | 0.0000 | 0.0000 | 0.7977 | 0.9500 | 0.5232 | 1.6499 | 0.0100 | 0.0000 | 0.8016 | 0.7990 | 0.2936 | 1.6499 | 0.0352 | 0.0000 | 0.7574 |
Loss per epoch
training
validation
Config
name: reference_gb1_fc_plm_modulof1 task: dms data: dataset: gb1 encoding: one_hot,aa_index,plm,plm_sum split_dir: null split_scheme: modulo split_fold: 1 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