Dataset: breast_cancer_wisconsin_diagnostic (classification)
Penalty: 0.0
Seed: 37
Best fitness: -0.05822283124879879
Final val loss: 0.06571913
Final penalty: 0.00000000
Model saved to: logs/classification/breast_cancer_wisconsin_diagnostic/models/best_model_penalty_0.0_seed_37.pth

Final architecture & hyperparameters:
  num_layers: 5
  layer_sizes: [29, 19, 3, 8, 20]
  activations: [3, 2, 3, 3, 3]
  dropout_rates: [0.379, 0.231, 0.424, 0.157, 0.424]
  batch_norms: [0, 0, 1, 0, 1]
  learning_rate: 0.0127
  batch_size: 16
  patience: 23
  optimizer_type: 2
  init_type: 0
  l2_penalty: 0.0

Validation metrics (final):
  accuracy: 98.82352941176471
  precision: 99.07407407407408
  recall: 98.4375
  f1_score: 98.73905948672304
  confusion_matrix: [[53, 0], [1, 31]]
  num_classes: 2
  class_distribution: {0: 53, 1: 32}

Test metrics (final):
  accuracy: 96.51162790697676
  precision: 96.56891495601172
  recall: 95.94907407407408
  f1_score: 96.2429008300568
  confusion_matrix: [[53, 1], [2, 30]]
  num_classes: 2
  class_distribution: {0: 54, 1: 32}
