Package software.amazon.awssdk.services.sagemaker.model

Interface FinalHyperParameterTuningJobObjectiveMetric.Builder

All Superinterfaces:

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

Enclosing class:

FinalHyperParameterTuningJobObjectiveMetric

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

Method Summary

Modifier and Type	Method	Description
FinalHyperParameterTuningJobObjectiveMetric.Builder	metricName(String metricName)	The name of the objective metric.
FinalHyperParameterTuningJobObjectiveMetric.Builder	type(String type)	Select if you want to minimize or maximize the objective metric during hyperparameter tuning.
FinalHyperParameterTuningJobObjectiveMetric.Builder	type(HyperParameterTuningJobObjectiveType type)	Select if you want to minimize or maximize the objective metric during hyperparameter tuning.
FinalHyperParameterTuningJobObjectiveMetric.Builder	value(Float value)	The value of the objective metric.

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

Method Details

type

FinalHyperParameterTuningJobObjectiveMetric.Builder type(String type)

Select if you want to minimize or maximize the objective metric during hyperparameter tuning.

Parameters:

type - Select if you want to minimize or maximize the objective metric during hyperparameter tuning.

Returns:

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

See Also:

• HyperParameterTuningJobObjectiveType
• HyperParameterTuningJobObjectiveType

type

FinalHyperParameterTuningJobObjectiveMetric.Builder type(HyperParameterTuningJobObjectiveType type)

Select if you want to minimize or maximize the objective metric during hyperparameter tuning.

Parameters:

type - Select if you want to minimize or maximize the objective metric during hyperparameter tuning.

Returns:

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

See Also:

• HyperParameterTuningJobObjectiveType
• HyperParameterTuningJobObjectiveType

metricName

FinalHyperParameterTuningJobObjectiveMetric.Builder metricName(String metricName)

The name of the objective metric. For SageMaker built-in algorithms, metrics are defined per algorithm. See the metrics for XGBoost as an example. You can also use a custom algorithm for training and define your own metrics. For more information, see Define metrics and environment variables.

Parameters:

metricName - The name of the objective metric. For SageMaker built-in algorithms, metrics are defined per algorithm. See the metrics for XGBoost as an example. You can also use a custom algorithm for training and define your own metrics. For more information, see Define metrics and environment variables.

Returns:

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

value

FinalHyperParameterTuningJobObjectiveMetric.Builder value(Float value)

The value of the objective metric.

Parameters:

value - The value of the objective metric.

Returns:

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