software.amazon.awssdk.services.forecast.model

Interface Metrics.Builder

All Superinterfaces:

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

Enclosing class:

Metrics

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

Method Summary

Modifier and Type	Method and Description
Metrics.Builder	errorMetrics(Collection<ErrorMetric> errorMetrics) Provides detailed error metrics on forecast type, root-mean square-error (RMSE), and weighted average percentage error (WAPE).
Metrics.Builder	errorMetrics(Consumer<ErrorMetric.Builder>... errorMetrics) Provides detailed error metrics on forecast type, root-mean square-error (RMSE), and weighted average percentage error (WAPE).
Metrics.Builder	errorMetrics(ErrorMetric... errorMetrics) Provides detailed error metrics on forecast type, root-mean square-error (RMSE), and weighted average percentage error (WAPE).
Metrics.Builder	rmse(Double rmse) The root-mean-square error (RMSE).
Metrics.Builder	weightedQuantileLosses(Collection<WeightedQuantileLoss> weightedQuantileLosses) An array of weighted quantile losses.
Metrics.Builder	weightedQuantileLosses(Consumer<WeightedQuantileLoss.Builder>... weightedQuantileLosses) An array of weighted quantile losses.
Metrics.Builder	weightedQuantileLosses(WeightedQuantileLoss... weightedQuantileLosses) An array of weighted quantile losses.

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

rmse

Metrics.Builder rmse(Double rmse)

The root-mean-square error (RMSE).

Parameters:

rmse - The root-mean-square error (RMSE).

Returns:

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

weightedQuantileLosses

Metrics.Builder weightedQuantileLosses(Collection<WeightedQuantileLoss> weightedQuantileLosses)

An array of weighted quantile losses. Quantiles divide a probability distribution into regions of equal probability. The distribution in this case is the loss function.

Parameters:

weightedQuantileLosses - An array of weighted quantile losses. Quantiles divide a probability distribution into regions of equal probability. The distribution in this case is the loss function.

Returns:

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

weightedQuantileLosses

Metrics.Builder weightedQuantileLosses(WeightedQuantileLoss... weightedQuantileLosses)

An array of weighted quantile losses. Quantiles divide a probability distribution into regions of equal probability. The distribution in this case is the loss function.

Parameters:

weightedQuantileLosses - An array of weighted quantile losses. Quantiles divide a probability distribution into regions of equal probability. The distribution in this case is the loss function.

Returns:

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

weightedQuantileLosses

Metrics.Builder weightedQuantileLosses(Consumer<WeightedQuantileLoss.Builder>... weightedQuantileLosses)

An array of weighted quantile losses. Quantiles divide a probability distribution into regions of equal probability. The distribution in this case is the loss function.

This is a convenience that creates an instance of the List.Builder avoiding the need to create one manually via List#builder(). When the Consumer completes, List.Builder#build() is called immediately and its result is passed to #weightedQuantileLosses(List).

Parameters:

weightedQuantileLosses - a consumer that will call methods on List.Builder

Returns:

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

See Also:

#weightedQuantileLosses(List)

errorMetrics

Metrics.Builder errorMetrics(Collection<ErrorMetric> errorMetrics)

Provides detailed error metrics on forecast type, root-mean square-error (RMSE), and weighted average percentage error (WAPE).

Parameters:

errorMetrics - Provides detailed error metrics on forecast type, root-mean square-error (RMSE), and weighted average percentage error (WAPE).

Returns:

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

errorMetrics

Metrics.Builder errorMetrics(ErrorMetric... errorMetrics)

Provides detailed error metrics on forecast type, root-mean square-error (RMSE), and weighted average percentage error (WAPE).

Parameters:

errorMetrics - Provides detailed error metrics on forecast type, root-mean square-error (RMSE), and weighted average percentage error (WAPE).

Returns:

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

errorMetrics

Metrics.Builder errorMetrics(Consumer<ErrorMetric.Builder>... errorMetrics)

Provides detailed error metrics on forecast type, root-mean square-error (RMSE), and weighted average percentage error (WAPE).

This is a convenience that creates an instance of the List.Builder avoiding the need to create one manually via List#builder(). When the Consumer completes, List.Builder#build() is called immediately and its result is passed to #errorMetrics(List).

Parameters:

errorMetrics - a consumer that will call methods on List.Builder

Returns:

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

See Also:

#errorMetrics(List)