software.amazon.awssdk.services.sagemaker.model

Interface ModelMetrics.Builder

All Superinterfaces:

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

Enclosing class:

ModelMetrics

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

Method Summary

Modifier and Type	Method and Description
ModelMetrics.Builder	bias(Bias bias) Metrics that measure bais in a model.
default ModelMetrics.Builder	bias(Consumer<Bias.Builder> bias) Metrics that measure bais in a model.
default ModelMetrics.Builder	explainability(Consumer<Explainability.Builder> explainability) Metrics that help explain a model.
ModelMetrics.Builder	explainability(Explainability explainability) Metrics that help explain a model.
default ModelMetrics.Builder	modelDataQuality(Consumer<ModelDataQuality.Builder> modelDataQuality) Metrics that measure the quality of the input data for a model.
ModelMetrics.Builder	modelDataQuality(ModelDataQuality modelDataQuality) Metrics that measure the quality of the input data for a model.
default ModelMetrics.Builder	modelQuality(Consumer<ModelQuality.Builder> modelQuality) Metrics that measure the quality of a model.
ModelMetrics.Builder	modelQuality(ModelQuality modelQuality) Metrics that measure the quality of a model.

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

modelQuality

ModelMetrics.Builder modelQuality(ModelQuality modelQuality)

Metrics that measure the quality of a model.

Parameters:

modelQuality - Metrics that measure the quality of a model.

Returns:

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

modelQuality

default ModelMetrics.Builder modelQuality(Consumer<ModelQuality.Builder> modelQuality)

Metrics that measure the quality of a model.

This is a convenience method that creates an instance of the ModelQuality.Builder avoiding the need to create one manually via ModelQuality.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to modelQuality(ModelQuality).

Parameters:

modelQuality - a consumer that will call methods on ModelQuality.Builder

Returns:

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

See Also:

modelQuality(ModelQuality)

modelDataQuality

ModelMetrics.Builder modelDataQuality(ModelDataQuality modelDataQuality)

Metrics that measure the quality of the input data for a model.

Parameters:

modelDataQuality - Metrics that measure the quality of the input data for a model.

Returns:

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

modelDataQuality

default ModelMetrics.Builder modelDataQuality(Consumer<ModelDataQuality.Builder> modelDataQuality)

Metrics that measure the quality of the input data for a model.

This is a convenience method that creates an instance of the ModelDataQuality.Builder avoiding the need to create one manually via ModelDataQuality.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to modelDataQuality(ModelDataQuality).

Parameters:

modelDataQuality - a consumer that will call methods on ModelDataQuality.Builder

Returns:

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

See Also:

modelDataQuality(ModelDataQuality)

bias

ModelMetrics.Builder bias(Bias bias)

Metrics that measure bais in a model.

Parameters:

bias - Metrics that measure bais in a model.

Returns:

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

bias

default ModelMetrics.Builder bias(Consumer<Bias.Builder> bias)

Metrics that measure bais in a model.

This is a convenience method that creates an instance of the Bias.Builder avoiding the need to create one manually via Bias.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to bias(Bias).

Parameters:

bias - a consumer that will call methods on Bias.Builder

Returns:

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

See Also:

bias(Bias)

explainability

ModelMetrics.Builder explainability(Explainability explainability)

Metrics that help explain a model.

Parameters:

explainability - Metrics that help explain a model.

Returns:

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

explainability

default ModelMetrics.Builder explainability(Consumer<Explainability.Builder> explainability)

Metrics that help explain a model.

This is a convenience method that creates an instance of the Explainability.Builder avoiding the need to create one manually via Explainability.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to explainability(Explainability).

Parameters:

explainability - a consumer that will call methods on Explainability.Builder

Returns:

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

See Also:

explainability(Explainability)