model/model_info.json

{
  "model_type": "RandomForestRegressor",
  "model_module": "sklearn.ensemble._forest",
  "has_feature_importances": true,
  "has_coefficients": false,
  "has_predict_proba": false,
  "version": "1.0",
  "created_at": "2025-09-21T11:07:42.926661",
  "features": [
    "year_built",
    "number_of_buildings",
    "number_of_floors",
    "property_gfa_total",
    "property_gfa_parking",
    "second_largest_property_use_type_gfa",
    "third_largest_property_use_type_gfa",
    "multiusage",
    "steam",
    "electricity",
    "natural_gas",
    "neighborhood_id",
    "building_type_id",
    "largest_property_use_type_id",
    "primary_property_type_id",
    "second_largest_property_use_type_id",
    "third_largest_property_use_type_id"
  ],
  "accuracy": 0.9160018446396789,
  "RMSE": 0.09,
  "MAE": 0.22,
  "R^2": 0.92
}