bgl3 · Sequence CNN
paper_bgl3_cnn_20261103-172924
Metrics
| Set | mse | pearsonr | spearmanr | r2 |
|---|---|---|---|---|
| test | 1.2757 | 0.5743 | 0.5239 | 0.3287 |
| train | 1.1360 | 0.6518 | 0.6246 | 0.4223 |
| validation | 1.3233 | 0.5753 | 0.5436 | 0.3306 |
Loss per epoch
training
validation
Config
name: paper_bgl3_cnn
task: dms
data:
dataset: bgl3
encoding: one_hot,aa_index
split_dir: bgl3/splits/main
model:
name: cnn
conv:
- - 32
- 17
hidden:
- 100
dropout: 0.2
train:
epochs: 300
batch_size: 64
learning_rate: 0.0001
patience: 15
min_delta: 1.0e-05
seed: 7