Dataset: iris (classification)
Penalty: 0.1
Seed: 42
Best fitness: -0.0951594641547843
Final val loss: 1.00000000
Final penalty: 0.03245614
Model saved to: exp_1/logs/classification/iris/INDIVIDUAL_MUTATION_PROB/INDIVIDUAL_MUTATION_PROB=0.4/models/best_model_penalty_0.1_seed_42.pth

Final architecture & hyperparameters:
  num_layers: 3
  layer_sizes: [2, 4, 3]
  activations: [4, 3, 4]
  dropout_rates: [0.044, 0.137, 0.044]
  batch_norms: [0, 0, 0]
  learning_rate: 0.0276
  batch_size: 128
  patience: 11
  optimizer_type: 0
  init_type: 1
  l2_penalty: 0.0011

Validation metrics (final):
  accuracy: 0.0
  precision: 0.0
  recall: 0.0
  f1_score: 0.0
  confusion_matrix: [[0, 0, 8], [7, 0, 0], [7, 0, 0]]
  num_classes: 3
  class_distribution: {0: 8, 1: 7, 2: 7}

Test metrics (final):
  accuracy: 0.0
  precision: 0.0
  recall: 0.0
  f1_score: 0.0
  confusion_matrix: [[0, 0, 7], [6, 0, 2], [8, 0, 0]]
  num_classes: 3
  class_distribution: {0: 7, 1: 8, 2: 8}
