bgl3 · Sequence CNN

paper_bgl3_cnn_20261103-133759

Metrics

Set	mse	pearsonr	spearmanr	r2
test	1.3073	0.5596	0.5053	0.3121
train	1.2069	0.6293	0.5889	0.3863
validation	1.3738	0.5540	0.5120	0.3051

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