{ "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 }