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

Inherits:

Struct

Object
Struct
Aws::ForecastService::Types::WeightedQuantileLoss

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.

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

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

Instance Attribute Details

#loss_value ⇒ `Float`

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

Returns:

(Float)

# File 'gems/aws-sdk-forecastservice/lib/aws-sdk-forecastservice/types.rb', line 6946

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

#quantile ⇒ `Float`

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.