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>
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Method Summary
Modifier and TypeMethodDescriptionThe difference between the predicted value and the actual value over the quantile, weighted (normalized) by dividing by the sum over all quantiles.The quantile.Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder
copy
Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder
applyMutation, build
Methods inherited from interface software.amazon.awssdk.core.SdkPojo
equalsBySdkFields, sdkFields
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Method Details
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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.
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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.
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