Interface CfnModelPackagePropsMixin.IModelMetricsProperty

Contains metrics captured from a model.

Namespace: Amazon.CDK.CfnPropertyMixins.AWS.SageMaker

Assembly: Amazon.CDK.CfnPropertyMixins.dll

Syntax (csharp)

public interface CfnModelPackagePropsMixin.IModelMetricsProperty

Syntax (vb)

Public Interface CfnModelPackagePropsMixin.IModelMetricsProperty

Remarks

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

ExampleMetadata: fixture=_generated

Examples

// The code below shows an example of how to instantiate this type.
             // The values are placeholders you should change.
             using Amazon.CDK.CfnPropertyMixins.AWS.SageMaker;

             var modelMetricsProperty = new ModelMetricsProperty {
                 Bias = new BiasProperty {
                     PostTrainingReport = new MetricsSourceProperty {
                         ContentDigest = "contentDigest",
                         ContentType = "contentType",
                         S3Uri = "s3Uri"
                     },
                     PreTrainingReport = new MetricsSourceProperty {
                         ContentDigest = "contentDigest",
                         ContentType = "contentType",
                         S3Uri = "s3Uri"
                     },
                     Report = new MetricsSourceProperty {
                         ContentDigest = "contentDigest",
                         ContentType = "contentType",
                         S3Uri = "s3Uri"
                     }
                 },
                 Explainability = new ExplainabilityProperty {
                     Report = new MetricsSourceProperty {
                         ContentDigest = "contentDigest",
                         ContentType = "contentType",
                         S3Uri = "s3Uri"
                     }
                 },
                 ModelDataQuality = new ModelDataQualityProperty {
                     Constraints = new MetricsSourceProperty {
                         ContentDigest = "contentDigest",
                         ContentType = "contentType",
                         S3Uri = "s3Uri"
                     },
                     Statistics = new MetricsSourceProperty {
                         ContentDigest = "contentDigest",
                         ContentType = "contentType",
                         S3Uri = "s3Uri"
                     }
                 },
                 ModelQuality = new ModelQualityProperty {
                     Constraints = new MetricsSourceProperty {
                         ContentDigest = "contentDigest",
                         ContentType = "contentType",
                         S3Uri = "s3Uri"
                     },
                     Statistics = new MetricsSourceProperty {
                         ContentDigest = "contentDigest",
                         ContentType = "contentType",
                         S3Uri = "s3Uri"
                     }
                 }
             };

Synopsis

Properties

Bias	Metrics that measure bias in a model.
Explainability	Metrics that help explain a model.
ModelDataQuality	Metrics that measure the quality of the input data for a model.
ModelQuality	Metrics that measure the quality of a model.