ube4b · Sequence CNN

paper_ube4b_cnn_20261103-140022

Metrics

Set	mse	pearsonr	spearmanr	r2
test	2.1386	0.6544	0.6225	0.4270
train	2.0640	0.6761	0.6394	0.4570
validation	2.1761	0.6550	0.6205	0.4285

Loss per epoch

training validation

Config

name: paper_ube4b_cnn
task: dms
data:
  dataset: ube4b
  encoding: one_hot,aa_index
  split_dir: ube4b/splits/main
model:
  name: cnn
  conv:
  - - 128
    - 3
  - - 128
    - 3
  - - 128
    - 3
  - - 128
    - 3
  - - 128
    - 3
  hidden:
  - 100
  dropout: 0.2
train:
  epochs: 300
  batch_size: 128
  learning_rate: 0.0001
  patience: 15
  min_delta: 1.0e-05
  seed: 7