Package software.amazon.awscdk.services.sagemaker

Interface CfnModelPackage.BiasProperty

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnModelPackage.BiasProperty.Jsii$Proxy

Enclosing class:

CfnModelPackage

@Stability(Stable)
public static interface CfnModelPackage.BiasProperty
extends software.amazon.jsii.JsiiSerializable

Contains bias metrics for a model.

Example:

 // The code below shows an example of how to instantiate this type.
 // The values are placeholders you should change.
 import software.amazon.awscdk.services.sagemaker.*;
 BiasProperty biasProperty = BiasProperty.builder()
         .postTrainingReport(MetricsSourceProperty.builder()
                 .contentType("contentType")
                 .s3Uri("s3Uri")
                 // the properties below are optional
                 .contentDigest("contentDigest")
                 .build())
         .preTrainingReport(MetricsSourceProperty.builder()
                 .contentType("contentType")
                 .s3Uri("s3Uri")
                 // the properties below are optional
                 .contentDigest("contentDigest")
                 .build())
         .report(MetricsSourceProperty.builder()
                 .contentType("contentType")
                 .s3Uri("s3Uri")
                 // the properties below are optional
                 .contentDigest("contentDigest")
                 .build())
         .build();
 

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-bias.html

Nested Class Summary

Nested Classes

Modifier and Type	Interface	Description
static final class	CfnModelPackage.BiasProperty.Builder	A builder for CfnModelPackage.BiasProperty
static final class	CfnModelPackage.BiasProperty.Jsii$Proxy	An implementation for CfnModelPackage.BiasProperty

Method Summary

Modifier and Type	Method	Description
static CfnModelPackage.BiasProperty.Builder	builder()
default Object	getPostTrainingReport()	The post-training bias report for a model.
default Object	getPreTrainingReport()	The pre-training bias report for a model.
default Object	getReport()	The bias report for a model.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Details

getPostTrainingReport

@Stability(Stable)
@Nullable
default Object getPostTrainingReport()

The post-training bias report for a model.

Returns union: either IResolvable or CfnModelPackage.MetricsSourceProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-bias.html#cfn-sagemaker-modelpackage-bias-posttrainingreport

getPreTrainingReport

@Stability(Stable)
@Nullable
default Object getPreTrainingReport()

The pre-training bias report for a model.

Returns union: either IResolvable or CfnModelPackage.MetricsSourceProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-bias.html#cfn-sagemaker-modelpackage-bias-pretrainingreport

getReport

@Stability(Stable)
@Nullable
default Object getReport()

The bias report for a model.

Returns union: either IResolvable or CfnModelPackage.MetricsSourceProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-bias.html#cfn-sagemaker-modelpackage-bias-report

builder

@Stability(Stable)
static CfnModelPackage.BiasProperty.Builder builder()

Returns:

a CfnModelPackage.BiasProperty.Builder of CfnModelPackage.BiasProperty