Dataset: breast_cancer_wisconsin_diagnostic (classification)
Penalty: 0.0
Seed: 73
Best fitness: -0.0024560988524599987
Final val loss: 0.01307058
Final penalty: 0.00000000
Model saved to: logs/classification/breast_cancer_wisconsin_diagnostic/models/best_model_penalty_0.0_seed_73.pth

Final architecture & hyperparameters:
  num_layers: 5
  layer_sizes: [27, 23, 29, 2, 28]
  activations: [3, 3, 3, 3, 3]
  dropout_rates: [0.262, 0.136, 0.404, 0.262, 0.049]
  batch_norms: [0, 1, 0, 1, 0]
  learning_rate: 0.0069
  batch_size: 32
  patience: 26
  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: 100.0
  precision: 100.0
  recall: 100.0
  f1_score: 100.0
  confusion_matrix: [[54, 0], [0, 32]]
  num_classes: 2
  class_distribution: {0: 54, 1: 32}
