avgfp · Fully connected
reference_avgfp_fc_plm_modulof2_20261104-183459
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 | 0.4386 | 0.7791 | 0.7366 | 0.4660 | 1577.0000 | 0.2051 | 974.0000 | 0.2000 | 3.6038 | 3.7513 | 0.0000 | 0.0000 | 0.5312 | 0.4400 | 3.6720 | 3.9008 | 0.0000 | 0.0000 | 0.6472 | 0.4900 | 3.6575 | 3.9270 | 0.0100 | 0.0000 | 0.6569 | 0.5000 | 3.6644 | 3.9270 | 0.0185 | 0.0000 | 0.6680 |
| validation | 0.7088 | 0.1030 | -0.0376 | -0.0073 | 111.0000 | -0.1131 | 328.0000 | 0.0000 | 2.2591 | 3.5191 | 0.0000 | 0.0000 | -1.2957 | 0.1000 | 2.7033 | 3.8841 | 0.0400 | 0.0000 | -0.7726 | 0.0900 | 2.8231 | 3.8841 | 0.0900 | 0.0000 | -0.6216 | 0.0000 | 2.0480 | 3.5191 | 0.0000 | 0.0000 | -1.5447 |
| test | 0.4676 | 0.0579 | 0.0065 | -0.0059 | 135.0000 | 0.0799 | 662.0000 | 0.0000 | 3.1012 | 3.7035 | 0.0000 | 0.0000 | -0.4470 | 0.1600 | 3.3997 | 3.9288 | 0.0800 | 0.0000 | 0.1020 | 0.1800 | 3.3627 | 3.9288 | 0.1200 | 0.0000 | 0.0270 | 0.0000 | 2.9687 | 3.6473 | 0.0000 | 0.0000 | -0.6750 |
Loss per epoch
training
validation
Config
name: reference_avgfp_fc_plm_modulof2 task: dms data: dataset: avgfp encoding: one_hot,aa_index,plm,plm_sum split_dir: null split_scheme: modulo 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