{
  "model_type": "multimodal",
  "vision_backbone": "google/vit-base-patch16-224",
  "num_classes": 7,
  "num_tabular_features": 20,
  "class_labels": {
    "0": "carcinoma_in_situ",
    "1": "light_dysplastic",
    "2": "moderate_dysplastic",
    "3": "normal_columnar",
    "4": "normal_intermediate",
    "5": "normal_superficiel",
    "6": "severe_dysplastic"
  },
  "feature_columns": [
    "Kerne_A",
    "Cyto_A",
    "K/C",
    "Kerne_Ycol",
    "Cyto_Ycol",
    "KerneShort",
    "KerneLong",
    "KerneElong",
    "KerneRund",
    "CytoShort",
    "CytoLong",
    "CytoElong",
    "CytoRund",
    "KernePeri",
    "CytoPeri",
    "KernePos",
    "KerneMax",
    "KerneMin",
    "CytoMax",
    "CytoMin"
  ],
  "training_config": {
    "batch_size": 16,
    "learning_rate": 2e-05,
    "num_epochs": 50,
    "optimizer": "AdamW",
    "scheduler": "CosineAnnealingLR",
    "early_stopping_patience": 10
  }
}