software.amazon.awssdk.services.forecast.model

Interface WeightedQuantileLoss.Builder

All Superinterfaces:

Buildable, CopyableBuilder<WeightedQuantileLoss.Builder,WeightedQuantileLoss>, SdkBuilder<WeightedQuantileLoss.Builder,WeightedQuantileLoss>, SdkPojo

Enclosing class:

WeightedQuantileLoss

public static interface WeightedQuantileLoss.Builder
extends SdkPojo, CopyableBuilder<WeightedQuantileLoss.Builder,WeightedQuantileLoss>

Method Summary

Modifier and Type	Method and Description
WeightedQuantileLoss.Builder	lossValue(Double lossValue) The difference between the predicted value and the actual value over the quantile, weighted (normalized) by dividing by the sum over all quantiles.
WeightedQuantileLoss.Builder	quantile(Double quantile) The quantile.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Method Detail

quantile

WeightedQuantileLoss.Builder quantile(Double quantile)

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.

Parameters:

quantile - 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:

Returns a reference to this object so that method calls can be chained together.

lossValue

WeightedQuantileLoss.Builder lossValue(Double lossValue)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.