Class CfnModelPackage.ModelMetricsProperty

Contains metrics captured from a model.

Inheritance
System.Object
CfnModelPackage.ModelMetricsProperty
Namespace: Amazon.CDK.AWS.Sagemaker
Assembly: Amazon.CDK.Lib.dll
Syntax (csharp)
public class ModelMetricsProperty : Object, CfnModelPackage.IModelMetricsProperty
Syntax (vb)
Public Class ModelMetricsProperty
    Inherits Object
    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()

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()

public ModelMetricsProperty()

Properties

Bias

Metrics that measure bias in a model.

public object Bias { get; set; }
Property Value

System.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

System.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

System.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; }
Property Value

System.Object

Remarks

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

Implements