Dataset: iris (classification)
Penalty: 0.0
Seed: 42
Best fitness: -0.08852608744494078
Final val loss: 0.18352027
Final penalty: 0.00000000
Model saved to: exp_2/logs/classification/iris/models/best_model_penalty_0.0_seed_42.pth

Final architecture & hyperparameters:
  num_layers: 2
  layer_sizes: [4, 6]
  activations: [1, 3]
  dropout_rates: [0.051, 0.027]
  batch_norms: [0, 0]
  learning_rate: 0.0196
  batch_size: 16
  patience: 27
  optimizer_type: 2
  init_type: 1
  l2_penalty: 0.0

Validation metrics (final):
  accuracy: 86.36363636363636
  precision: 86.11111111111111
  recall: 85.71428571428572
  f1_score: 85.64102564102565
  confusion_matrix: [[8, 0, 0], [0, 6, 1], [0, 2, 5]]
  num_classes: 3
  class_distribution: {0: 8, 1: 7, 2: 7}

Test metrics (final):
  accuracy: 95.65217391304348
  precision: 96.29629629629629
  recall: 95.83333333333334
  f1_score: 95.81699346405229
  confusion_matrix: [[7, 0, 0], [0, 8, 0], [0, 1, 7]]
  num_classes: 3
  class_distribution: {0: 7, 1: 8, 2: 8}
