Dataset: breast_cancer_wisconsin_diagnostic (classification)
Penalty: 0.0
Seed: 3
Best fitness: -0.0
Final val loss: 0.13735242
Final penalty: 0.00000000
Model saved to: logs/classification/breast_cancer_wisconsin_diagnostic/models/best_model_penalty_0.0_seed_3.pth

Final architecture & hyperparameters:
  num_layers: 5
  layer_sizes: [30, 19, 30, 1, 21]
  activations: [4, 4, 3, 1, 4]
  dropout_rates: [0.256, 0.44, 0.411, 0.28, 0.457]
  batch_norms: [1, 1, 0, 0, 1]
  learning_rate: 0.0094
  batch_size: 128
  patience: 13
  optimizer_type: 2
  init_type: 1
  l2_penalty: 0.0

Validation metrics (final):
  accuracy: 97.6470588235294
  precision: 98.18181818181819
  recall: 96.875
  f1_score: 97.46117084826761
  confusion_matrix: [[53, 0], [2, 30]]
  num_classes: 2
  class_distribution: {0: 53, 1: 32}

Test metrics (final):
  accuracy: 97.67441860465115
  precision: 98.21428571428572
  recall: 96.875
  f1_score: 97.47800586510265
  confusion_matrix: [[54, 0], [2, 30]]
  num_classes: 2
  class_distribution: {0: 54, 1: 32}
