gb1 · Fully connected

paper_gb1_fc_20261103-134025

Metrics

Set	mse	pearsonr	spearmanr	r2
test	0.2085	0.9802	0.9784	0.9601
train	0.1992	0.9810	0.9799	0.9617
validation	0.2147	0.9794	0.9789	0.9587

Loss per epoch

training validation

Config

name: paper_gb1_fc
task: dms
data:
  dataset: gb1
  encoding: one_hot,aa_index
  split_dir: gb1/splits/main
model:
  name: fcn
  hidden:
  - 1000
  dropout: 0.2
train:
  epochs: 300
  batch_size: 64
  learning_rate: 0.0001
  patience: 15
  min_delta: 1.0e-05
  seed: 7