sarimax/model_config.json

{
  "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
  }
}