gb1 · Sequence CNN

paper_gb1_cnn_20261103-173107

Metrics

Set	mse	pearsonr	spearmanr	r2
test	0.2015	0.9807	0.9793	0.9615
train	0.1430	0.9863	0.9856	0.9725
validation	0.2062	0.9801	0.9798	0.9603

Loss per epoch

training validation

Config

name: paper_gb1_cnn
task: dms
data:
  dataset: gb1
  encoding: one_hot,aa_index
  split_dir: gb1/splits/main
model:
  name: cnn
  conv:
  - - 128
    - 17
  - - 128
    - 17
  - - 128
    - 17
  hidden:
  - 100
  dropout: 0.2
train:
  epochs: 300
  batch_size: 32
  learning_rate: 0.0001
  patience: 15
  min_delta: 1.0e-05
  seed: 7