Dataset: breast_cancer_wisconsin_diagnostic (classification)
Penalty: 0.0
Seed: 7
Best fitness: -0.0
Final val loss: 0.00111431
Final penalty: 0.00000000
Model saved to: logs/classification/breast_cancer_wisconsin_diagnostic/models/best_model_penalty_0.0_seed_7.pth

Final architecture & hyperparameters:
  num_layers: 4
  layer_sizes: [23, 11, 15, 4]
  activations: [3, 3, 3, 4]
  dropout_rates: [0.176, 0.388, 0.152, 0.266]
  batch_norms: [0, 0, 1, 0]
  learning_rate: 0.0127
  batch_size: 32
  patience: 14
  optimizer_type: 2
  init_type: 0
  l2_penalty: 0.0

Validation metrics (final):
  accuracy: 100.0
  precision: 100.0
  recall: 100.0
  f1_score: 100.0
  confusion_matrix: [[53, 0], [0, 32]]
  num_classes: 2
  class_distribution: {0: 53, 1: 32}

Test metrics (final):
  accuracy: 95.34883720930233
  precision: 95.6547619047619
  recall: 94.38657407407408
  f1_score: 94.95601173020528
  confusion_matrix: [[53, 1], [3, 29]]
  num_classes: 2
  class_distribution: {0: 54, 1: 32}
