avgfp · Fully connected
reference_avgfp_fc_contiguousf2_20261104-163841
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 | 0.3007 | 0.8549 | 0.8090 | 0.7011 | 835.0000 | 0.1370 | 168.0000 | 0.2000 | 3.6398 | 3.7778 | 0.0000 | 0.0000 | 0.6881 | 0.3600 | 3.6681 | 3.8838 | 0.0000 | 0.0000 | 0.7542 | 0.3900 | 3.6606 | 3.9363 | 0.0600 | 0.0000 | 0.7712 | 0.3889 | 3.6685 | 3.9363 | 0.0417 | 0.0000 | 0.7666 |
| validation | 0.2462 | -0.0977 | -0.1571 | -0.0399 | 366.0000 | 0.0321 | 916.0000 | 0.1000 | 3.2089 | 3.7919 | 0.0000 | 0.0000 | -0.6025 | 0.2200 | 3.3651 | 3.8790 | 0.0200 | 0.0000 | -0.3989 | 0.2100 | 3.3499 | 3.8790 | 0.0400 | 0.0000 | -0.4954 | 0.0769 | 3.1324 | 3.7919 | 0.0000 | 0.0000 | -0.7767 |
| test | 0.5745 | -0.2997 | -0.2027 | -0.1509 | 142.0000 | -0.0840 | 45.0000 | 0.0000 | 1.9309 | 3.7002 | 0.0000 | 0.0000 | -2.3313 | 0.0400 | 2.5111 | 3.9612 | 0.0200 | 0.0000 | -1.5829 | 0.1400 | 2.7068 | 3.9612 | 0.1000 | 0.0000 | -1.3010 | 0.0000 | 2.0583 | 3.7002 | 0.0000 | 0.0000 | -2.1373 |
Loss per epoch
training
validation
Config
name: reference_avgfp_fc_contiguousf2 task: dms data: dataset: avgfp encoding: one_hot,aa_index split_dir: null split_scheme: contiguous split_fold: 2 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