gb1 · Fully connected
reference_gb1_fc_contiguousf4_20261104-170519
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 | 0.4049 | 0.9640 | 0.9511 | 0.9288 | 30951.0000 | 0.8018 | 127.0000 | 1.0000 | 1.5913 | 1.8527 | 0.0000 | 0.0000 | 0.8839 | 1.0000 | 1.6567 | 2.0942 | 0.1000 | 0.0000 | 0.9391 | 1.0000 | 1.6170 | 2.0942 | 0.2300 | 0.0000 | 0.9494 | 0.9990 | 1.3612 | 2.5295 | 0.7382 | 0.0000 | 0.9832 |
| validation | 3.1856 | -0.0039 | -0.0376 | -0.0378 | 1866.0000 | 0.0116 | 939.0000 | 0.0000 | -1.5903 | -1.0152 | 0.0000 | 0.0000 | 0.1368 | 0.0400 | -1.4356 | 0.2127 | 0.0000 | 0.0000 | 0.2033 | 0.0500 | -1.5298 | 0.2127 | 0.0000 | 0.0000 | 0.1748 | 0.0448 | -1.5952 | 0.4258 | 0.0000 | 0.0000 | 0.1554 |
| test | 4.9144 | -0.0534 | -0.0811 | -0.1081 | 5856.0000 | 0.0818 | 7180.0000 | 0.0000 | -2.4292 | -1.2674 | 0.0000 | 0.0000 | -0.2983 | 0.0200 | -2.1679 | 0.0507 | 0.0000 | 0.0000 | -0.2174 | 0.0500 | -1.9554 | 0.3364 | 0.0000 | 0.0000 | -0.1445 | 0.0846 | -1.8503 | 0.6490 | 0.0000 | 0.0000 | -0.1094 |
Loss per epoch
training
validation
Config
name: reference_gb1_fc_contiguousf4 task: dms data: dataset: gb1 encoding: one_hot,aa_index split_dir: null split_scheme: contiguous split_fold: 4 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