interface ModelMetricsProperty

Language	Type name
.NET	`Amazon.CDK.AWS.Sagemaker.CfnModelPackage.ModelMetricsProperty`
Go	`github.com/aws/aws-cdk-go/awscdk/v2/awssagemaker#CfnModelPackage_ModelMetricsProperty`
Java	`software.amazon.awscdk.services.sagemaker.CfnModelPackage.ModelMetricsProperty`
Python	`aws_cdk.aws_sagemaker.CfnModelPackage.ModelMetricsProperty`
TypeScript	`aws-cdk-lib` » `aws_sagemaker` » `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 { aws_sagemaker as sagemaker } from 'aws-cdk-lib';
const modelMetricsProperty: sagemaker.CfnModelPackage.ModelMetricsProperty = {
  bias: {
    postTrainingReport: {
      contentType: 'contentType',
      s3Uri: 's3Uri',

      // the properties below are optional
      contentDigest: 'contentDigest',
    },
    preTrainingReport: {
      contentType: 'contentType',
      s3Uri: 's3Uri',

      // the properties below are optional
      contentDigest: 'contentDigest',
    },
    report: {
      contentType: 'contentType',
      s3Uri: 's3Uri',

      // the properties below are optional
      contentDigest: 'contentDigest',
    },
  },
  explainability: {
    report: {
      contentType: 'contentType',
      s3Uri: 's3Uri',

      // the properties below are optional
      contentDigest: 'contentDigest',
    },
  },
  modelDataQuality: {
    constraints: {
      contentType: 'contentType',
      s3Uri: 's3Uri',

      // the properties below are optional
      contentDigest: 'contentDigest',
    },
    statistics: {
      contentType: 'contentType',
      s3Uri: 's3Uri',

      // the properties below are optional
      contentDigest: 'contentDigest',
    },
  },
  modelQuality: {
    constraints: {
      contentType: 'contentType',
      s3Uri: 's3Uri',

      // the properties below are optional
      contentDigest: 'contentDigest',
    },
    statistics: {
      contentType: 'contentType',
      s3Uri: 's3Uri',

      // the properties below are optional
      contentDigest: 'contentDigest',
    },
  },
};

Properties

Name	Type	Description
bias?	`IResolvable` `\|` `BiasProperty`	Metrics that measure bias in a model.
explainability?	`IResolvable` `\|` `ExplainabilityProperty`	Metrics that help explain a model.
modelDataQuality?	`IResolvable` `\|` `ModelDataQualityProperty`	Metrics that measure the quality of the input data for a model.
modelQuality?	`IResolvable` `\|` `ModelQualityProperty`	Metrics that measure the quality of a model.

bias?

Type: IResolvable | BiasProperty (optional)

Metrics that measure bias in a model.

explainability?

Type: IResolvable | ExplainabilityProperty (optional)

Metrics that help explain a model.

modelDataQuality?

Type: IResolvable | ModelDataQualityProperty (optional)

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

modelQuality?

Type: IResolvable | ModelQualityProperty (optional)

Metrics that measure the quality of a model.