AWS CDK Reference

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v2.274.0

ModelMetricsProperty Struct ​

Contains metrics captured from a model.

Source
Generated code
Type last changed
v2.93.0 · 23 Aug 2023

Example ​

ts
// 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 ​

biasIResolvable | CfnModelPackage.BiasPropertybiastyping.Union[IResolvable, BiasProperty]biasIResolvableBiasIResolvableBiasinterface{}#
Metrics that measure bias in a model.
explainabilityIResolvable | CfnModelPackage.ExplainabilityPropertyexplainabilitytyping.Union[IResolvable, ExplainabilityProperty]explainabilityIResolvableExplainabilityIResolvableExplainabilityinterface{}#
Metrics that help explain a model.
modelDataQualityIResolvable | CfnModelPackage.ModelDataQualityPropertymodel_data_qualitytyping.Union[IResolvable, ModelDataQualityProperty]modelDataQualityIResolvableModelDataQualityIResolvableModelDataQualityinterface{}#
Metrics that measure the quality of the input data for a model.
modelQualityIResolvable | CfnModelPackage.ModelQualityPropertymodel_qualitytyping.Union[IResolvable, ModelQualityProperty]modelQualityIResolvableModelQualityIResolvableModelQualityinterface{}#
Metrics that measure the quality of a model.