config.json

{
  "model_type": "custom_efficientnet",
  "task": "image_classification",
  "num_classes": 1,
  "image_size": [
    224,
    224
  ],
  "architecture": "Custom EfficientNet with Data Leakage",
  "performance": {
    "test_accuracy": 0.967,
    "test_precision": 0.957,
    "test_recall": 0.976,
    "test_f1": 0.966,
    "test_auc": 0.976,
    "note": "HIGH PERFORMANCE DUE TO DATA LEAKAGE - NOT REAL GENERALIZATION"
  },
  "training_info": {
    "dataset": "Cataract Image Dataset (with augmentation leakage)",
    "total_images": 6127,
    "training_epochs": 73,
    "optimizer": "AdamW",
    "data_leakage_warning": "This model has data leakage - same base images in train/val/test splits"
  }
}