{ "model_name": "SARIMAX", "hyperparameters": { "order": [ 2, 1, 1 ], "seasonal_order": [ 1, 1, 1, 7 ], "trend": "c", "enforce_stationarity": false, "enforce_invertibility": false }, "training_data": { "train_days": 1913, "test_days": 28, "train_start": "2011-01-29 00:00:00", "train_end": "2016-04-24 00:00:00", "exog_features": [ "wday", "month", "snap_CA", "snap_TX", "snap_WI", "has_event" ], "aic": 35869.684809082944, "bic": 35941.80233095954 }, "metrics": { "rmse": 2759.696905356552, "mae": 2260.247243573586, "mape": 4.980222193545587, "method": "SARIMAX", "order": [ 2, 1, 1 ], "seasonal_order": [ 1, 1, 1, 7 ], "train_days": 1913, "test_days": 28 } }