models/model_info_advanced.json

{
  "num_classes": 3,
  "context_labels": {
    "0": "Food",
    "1": "Brushing",
    "2": "Isolation"
  },
  "context_labels_kr": {
    "0": "먹이 대기 🍽️",
    "1": "빗질 😺",
    "2": "격리/외로움 😿"
  },
  "test_accuracy": 0.760606050491333,
  "test_loss": 0.27480486035346985,
  "num_parameters": 1359747,
  "training_samples": 1870,
  "test_samples": 330,
  "source_files": 440,
  "total_samples": 2200,
  "augmentation_factor": 5,
  "mixup_alpha": 0.2,
  "focal_loss_gamma": 2.0,
  "focal_loss_alpha": 0.25,
  "advanced_features": [
    "SpecAugment-inspired augmentation",
    "Mixup data generation",
    "Advanced audio augmentation (19 types)",
    "Cosine learning rate decay",
    "5-layer deep architecture"
  ]
}