GoogleApi.BigQuery.V2.Model.ArimaSingleModelForecastingMetrics (google_api_big_query v0.71.0) View Source

Model evaluation metrics for a single ARIMA forecasting model.

Attributes

  • arimaFittingMetrics (type: GoogleApi.BigQuery.V2.Model.ArimaFittingMetrics.t, default: nil) - Arima fitting metrics.
  • hasDrift (type: boolean(), default: nil) - Is arima model fitted with drift or not. It is always false when d is not 1.
  • hasHolidayEffect (type: boolean(), default: nil) - If true, holiday_effect is a part of time series decomposition result.
  • hasSpikesAndDips (type: boolean(), default: nil) - If true, spikes_and_dips is a part of time series decomposition result.
  • hasStepChanges (type: boolean(), default: nil) - If true, step_changes is a part of time series decomposition result.
  • nonSeasonalOrder (type: GoogleApi.BigQuery.V2.Model.ArimaOrder.t, default: nil) - Non-seasonal order.
  • seasonalPeriods (type: list(String.t), default: nil) - Seasonal periods. Repeated because multiple periods are supported for one time series.
  • timeSeriesId (type: String.t, default: nil) - The time_series_id value for this time series. It will be one of the unique values from the time_series_id_column specified during ARIMA model training. Only present when time_series_id_column training option was used.
  • timeSeriesIds (type: list(String.t), default: nil) - The tuple of time_series_ids identifying this time series. It will be one of the unique tuples of values present in the time_series_id_columns specified during ARIMA model training. Only present when time_series_id_columns training option was used and the order of values here are same as the order of time_series_id_columns.

Link to this section Summary

Functions

Unwrap a decoded JSON object into its complex fields.

Link to this section Types

Specs

t() :: %GoogleApi.BigQuery.V2.Model.ArimaSingleModelForecastingMetrics{
  arimaFittingMetrics:
    GoogleApi.BigQuery.V2.Model.ArimaFittingMetrics.t() | nil,
  hasDrift: boolean() | nil,
  hasHolidayEffect: boolean() | nil,
  hasSpikesAndDips: boolean() | nil,
  hasStepChanges: boolean() | nil,
  nonSeasonalOrder: GoogleApi.BigQuery.V2.Model.ArimaOrder.t() | nil,
  seasonalPeriods: [String.t()] | nil,
  timeSeriesId: String.t() | nil,
  timeSeriesIds: [String.t()] | nil
}

Link to this section Functions

Specs

decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.