Class CfnModelPackage.ModelMetricsProperty

Contains metrics captured from a model.

Inheritance

object

CfnModelPackage.ModelMetricsProperty

Implements

CfnModelPackage.IModelMetricsProperty

Inherited Members

object.GetType()

object.MemberwiseClone()

object.ToString()

object.Equals(object)

object.Equals(object, object)

object.ReferenceEquals(object, object)

object.GetHashCode()

Namespace: Amazon.CDK.AWS.Sagemaker

Assembly: Amazon.CDK.Lib.dll

Syntax (csharp)

public class CfnModelPackage.ModelMetricsProperty : CfnModelPackage.IModelMetricsProperty

Syntax (vb)

Public Class CfnModelPackage.ModelMetricsProperty Implements CfnModelPackage.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.AWS.Sagemaker;

             var modelMetricsProperty = new ModelMetricsProperty {
                 Bias = new BiasProperty {
                     PostTrainingReport = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     },
                     PreTrainingReport = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     },
                     Report = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     }
                 },
                 Explainability = new ExplainabilityProperty {
                     Report = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     }
                 },
                 ModelDataQuality = new ModelDataQualityProperty {
                     Constraints = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     },
                     Statistics = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     }
                 },
                 ModelQuality = new ModelQualityProperty {
                     Constraints = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     },
                     Statistics = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     }
                 }
             };

Synopsis

Constructors

ModelMetricsProperty()

Contains metrics captured from a model.

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.

Constructors

ModelMetricsProperty()

Contains metrics captured from a model.

public ModelMetricsProperty()

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.AWS.Sagemaker;

             var modelMetricsProperty = new ModelMetricsProperty {
                 Bias = new BiasProperty {
                     PostTrainingReport = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     },
                     PreTrainingReport = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     },
                     Report = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     }
                 },
                 Explainability = new ExplainabilityProperty {
                     Report = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     }
                 },
                 ModelDataQuality = new ModelDataQualityProperty {
                     Constraints = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     },
                     Statistics = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     }
                 },
                 ModelQuality = new ModelQualityProperty {
                     Constraints = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     },
                     Statistics = new MetricsSourceProperty {
                         ContentType = "contentType",
                         S3Uri = "s3Uri",

                         // the properties below are optional
                         ContentDigest = "contentDigest"
                     }
                 }
             };

Properties

Bias

Metrics that measure bias in a model.

public object? Bias { get; set; }

Property Value

object

Remarks

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

Explainability

Metrics that help explain a model.

public object? Explainability { get; set; }

Property Value

object

Remarks

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

ModelDataQuality

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

public object? ModelDataQuality { get; set; }

Property Value

object

Remarks

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

ModelQuality

Metrics that measure the quality of a model.

public object? ModelQuality { get; set; }