# ModelMetricsProperty

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

- `bias`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelPackage.BiasProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelPackage.BiasProperty.html) — Metrics that measure bias in a model.

- `explainability`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelPackage.ExplainabilityProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelPackage.ExplainabilityProperty.html) — Metrics that help explain a model.

- `modelDataQuality`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelPackage.ModelDataQualityProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelPackage.ModelDataQualityProperty.html) — Metrics that measure the quality of the input data for a model.

- `modelQuality`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelPackage.ModelQualityProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelPackage.ModelQualityProperty.html) — Metrics that measure the quality of a model.