model/config.json

{
  "model_type": "RandomForestClassifier",
  "framework": "sklearn",
  "task": "classification",
  "features": [
    "SPC_D7",
    "SPC_D14",
    "SPC_D21",
    "TGN_D7",
    "TGN_D14",
    "TGN_D21"
  ],
  "feature_descriptions": {
    "SPC_D7": "Standard Plate Count at Day 7 (log CFU/mL)",
    "SPC_D14": "Standard Plate Count at Day 14 (log CFU/mL)",
    "SPC_D21": "Standard Plate Count at Day 21 (log CFU/mL)",
    "TGN_D7": "Total Gram-Negative count at Day 7 (log CFU/mL)",
    "TGN_D14": "Total Gram-Negative count at Day 14 (log CFU/mL)",
    "TGN_D21": "Total Gram-Negative count at Day 21 (log CFU/mL)"
  },
  "classes": [
    "PPC",
    "no spoilage",
    "spore spoilage"
  ],
  "class_descriptions": {
    "PPC": "Post-Pasteurization Contamination",
    "no spoilage": "No spoilage detected",
    "spore spoilage": "Spore-forming bacteria spoilage"
  },
  "hyperparameters": {
    "n_estimators": 100,
    "max_depth": null,
    "min_samples_split": 5,
    "min_samples_leaf": 1,
    "random_state": 42
  }
}