public static interface CfnModelPackage.ModelMetricsProperty
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();
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 |
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.
|
default java.lang.Object getBias()
default java.lang.Object getExplainability()
default java.lang.Object getModelDataQuality()
default java.lang.Object getModelQuality()
static CfnModelPackage.ModelMetricsProperty.Builder builder()