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Class: Aws::ForecastService::Types::WeightedQuantileLoss

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

Overview

The weighted loss value for a quantile. This object is part of the Metrics object.

Instance Attribute Summary collapse

Instance Attribute Details

#loss_valueFloat

The difference between the predicted value and actual value over the quantile, weighted (normalized) by dividing by the sum over all quantiles.

Returns:

  • (Float)


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# File 'gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb', line 2955

class WeightedQuantileLoss < Struct.new(
  :quantile,
  :loss_value)
  include Aws::Structure
end

#quantileFloat

The quantile. Quantiles divide a probability distribution into regions of equal probability. For example, if the distribution was divided into 5 regions of equal probability, the quantiles would be 0.2, 0.4, 0.6, and 0.8.

Returns:

  • (Float)


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# File 'gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb', line 2955

class WeightedQuantileLoss < Struct.new(
  :quantile,
  :loss_value)
  include Aws::Structure
end