software.amazon.awscdk.services.sagemaker

Interface CfnModelPackage.ModelMetricsProperty

All Known Implementing Classes:

CfnModelPackage.ModelMetricsProperty.Jsii$Proxy

Enclosing class:

CfnModelPackage

public static interface CfnModelPackage.ModelMetricsProperty

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();
 

Nested Class Summary

Nested Classes

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

Method Summary

Modifier and Type	Method and Description
static CfnModelPackage.ModelMetricsProperty.Builder	builder()
default java.lang.Object	getBias() Metrics that measure bais in a model.
default java.lang.Object	getExplainability() Metrics that help explain a model.
default java.lang.Object	getModelDataQuality() Metrics that measure the quality of the input data for a model.
default java.lang.Object	getModelQuality() Metrics that measure the quality of a model.

Method Detail

getBias

default java.lang.Object getBias()

Metrics that measure bais in a model.

getExplainability

default java.lang.Object getExplainability()

Metrics that help explain a model.

getModelDataQuality

default java.lang.Object getModelDataQuality()

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

getModelQuality

default java.lang.Object getModelQuality()

Metrics that measure the quality of a model.

builder

static CfnModelPackage.ModelMetricsProperty.Builder builder()

Returns:

a CfnModelPackage.ModelMetricsProperty.Builder of CfnModelPackage.ModelMetricsProperty