Class: Aws::ForecastService::Types::ErrorMetric

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb

Overview

Provides detailed error metrics to evaluate the performance of a predictor. This object is part of the Metrics object.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#forecast_type ⇒ String

The Forecast type used to compute WAPE, MAPE, MASE, and RMSE.

Returns:

  • (String) 


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# File 'gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb', line 3841

class ErrorMetric < Struct.new(
  :forecast_type,
  :wape,
  :rmse,
  :mase,
  :mape)
  SENSITIVE = []
  include Aws::Structure
end

#mape ⇒ Float

The Mean Absolute Percentage Error (MAPE)

Returns:

  • (Float) 


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# File 'gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb', line 3841

class ErrorMetric < Struct.new(
  :forecast_type,
  :wape,
  :rmse,
  :mase,
  :mape)
  SENSITIVE = []
  include Aws::Structure
end

#mase ⇒ Float

The Mean Absolute Scaled Error (MASE)

Returns:

  • (Float) 


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# File 'gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb', line 3841

class ErrorMetric < Struct.new(
  :forecast_type,
  :wape,
  :rmse,
  :mase,
  :mape)
  SENSITIVE = []
  include Aws::Structure
end

#rmse ⇒ Float

The root-mean-square error (RMSE).

Returns:

  • (Float) 


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# File 'gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb', line 3841

class ErrorMetric < Struct.new(
  :forecast_type,
  :wape,
  :rmse,
  :mase,
  :mape)
  SENSITIVE = []
  include Aws::Structure
end

#wape ⇒ Float

The weighted absolute percentage error (WAPE).

Returns:

  • (Float) 


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# File 'gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb', line 3841

class ErrorMetric < Struct.new(
  :forecast_type,
  :wape,
  :rmse,
  :mase,
  :mape)
  SENSITIVE = []
  include Aws::Structure
end