Class: Google::Apis::BigqueryV2::ArimaForecastingMetrics

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/bigquery_v2/classes.rb,
lib/google/apis/bigquery_v2/representations.rb,
lib/google/apis/bigquery_v2/representations.rb

Overview

Model evaluation metrics for ARIMA forecasting models.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ ArimaForecastingMetrics

Returns a new instance of ArimaForecastingMetrics.



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# File 'lib/google/apis/bigquery_v2/classes.rb', line 273

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#arima_fitting_metrics ⇒ Array<Google::Apis::BigqueryV2::ArimaFittingMetrics>

Arima model fitting metrics. Corresponds to the JSON property arimaFittingMetrics

Returns:



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# File 'lib/google/apis/bigquery_v2/classes.rb', line 243

def arima_fitting_metrics
  @arima_fitting_metrics
end

#arima_single_model_forecasting_metrics ⇒ Array<Google::Apis::BigqueryV2::ArimaSingleModelForecastingMetrics>

Repeated as there can be many metric sets (one for each model) in auto-arima and the large-scale case. Corresponds to the JSON property arimaSingleModelForecastingMetrics

Returns:



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# File 'lib/google/apis/bigquery_v2/classes.rb', line 249

def arima_single_model_forecasting_metrics
  @arima_single_model_forecasting_metrics
end

#has_drift ⇒ Array<Boolean>

Whether Arima model fitted with drift or not. It is always false when d is not 1. Corresponds to the JSON property hasDrift

Returns:

  • (Array<Boolean>) 


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# File 'lib/google/apis/bigquery_v2/classes.rb', line 255

def has_drift
  @has_drift
end

#non_seasonal_order ⇒ Array<Google::Apis::BigqueryV2::ArimaOrder>

Non-seasonal order. Corresponds to the JSON property nonSeasonalOrder

Returns:



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# File 'lib/google/apis/bigquery_v2/classes.rb', line 260

def non_seasonal_order
  @non_seasonal_order
end

#seasonal_periods ⇒ Array<String>

Seasonal periods. Repeated because multiple periods are supported for one time series. Corresponds to the JSON property seasonalPeriods

Returns:

  • (Array<String>) 


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# File 'lib/google/apis/bigquery_v2/classes.rb', line 266

def seasonal_periods
  @seasonal_periods
end

#time_series_id ⇒ Array<String>

Id to differentiate different time series for the large-scale case. Corresponds to the JSON property timeSeriesId

Returns:

  • (Array<String>) 


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# File 'lib/google/apis/bigquery_v2/classes.rb', line 271

def time_series_id
  @time_series_id
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/bigquery_v2/classes.rb', line 278

def update!(**args)
  @arima_fitting_metrics = args[:arima_fitting_metrics] if args.key?(:arima_fitting_metrics)
  @arima_single_model_forecasting_metrics = args[:arima_single_model_forecasting_metrics] if args.key?(:arima_single_model_forecasting_metrics)
  @has_drift = args[:has_drift] if args.key?(:has_drift)
  @non_seasonal_order = args[:non_seasonal_order] if args.key?(:non_seasonal_order)
  @seasonal_periods = args[:seasonal_periods] if args.key?(:seasonal_periods)
  @time_series_id = args[:time_series_id] if args.key?(:time_series_id)
end