Interface CfnModelPackage.ModelMetricsProperty
- All Superinterfaces:
software.amazon.jsii.JsiiSerializable
- All Known Implementing Classes:
CfnModelPackage.ModelMetricsProperty.Jsii$Proxy
- Enclosing class:
- CfnModelPackage
@Stability(Stable)
public static interface CfnModelPackage.ModelMetricsProperty
extends software.amazon.jsii.JsiiSerializable
Contains metrics captured from 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.*;
ModelMetricsProperty modelMetricsProperty = ModelMetricsProperty.builder()
.bias(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())
.explainability(ExplainabilityProperty.builder()
.report(MetricsSourceProperty.builder()
.contentType("contentType")
.s3Uri("s3Uri")
// the properties below are optional
.contentDigest("contentDigest")
.build())
.build())
.modelDataQuality(ModelDataQualityProperty.builder()
.constraints(MetricsSourceProperty.builder()
.contentType("contentType")
.s3Uri("s3Uri")
// the properties below are optional
.contentDigest("contentDigest")
.build())
.statistics(MetricsSourceProperty.builder()
.contentType("contentType")
.s3Uri("s3Uri")
// the properties below are optional
.contentDigest("contentDigest")
.build())
.build())
.modelQuality(ModelQualityProperty.builder()
.constraints(MetricsSourceProperty.builder()
.contentType("contentType")
.s3Uri("s3Uri")
// the properties below are optional
.contentDigest("contentDigest")
.build())
.statistics(MetricsSourceProperty.builder()
.contentType("contentType")
.s3Uri("s3Uri")
// the properties below are optional
.contentDigest("contentDigest")
.build())
.build())
.build();
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Nested Class Summary
Nested ClassesModifier and TypeInterfaceDescriptionstatic final classA builder forCfnModelPackage.ModelMetricsPropertystatic final classAn implementation forCfnModelPackage.ModelMetricsProperty -
Method Summary
Methods inherited from interface software.amazon.jsii.JsiiSerializable
$jsii$toJson
-
Method Details
-
getBias
Metrics that measure bais in a model. -
getExplainability
Metrics that help explain a model. -
getModelDataQuality
Metrics that measure the quality of the input data for a model. -
getModelQuality
Metrics that measure the quality of a model. -
builder
-