# DriftCheckBaselinesProperty

Represents the drift check baselines that can be used when the model monitor is set using the model package.

- 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 driftCheckBaselinesProperty: sagemaker.CfnModelPackage.DriftCheckBaselinesProperty = {
  bias: {
    configFile: {
      s3Uri: 's3Uri',

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

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

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

      // the properties below are optional
      contentDigest: 'contentDigest',
      contentType: 'contentType',
    },
    constraints: {
      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.DriftCheckBiasProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelPackage.DriftCheckBiasProperty.html) — Represents the drift check bias baselines that can be used when the model monitor is set using the model package.

- `explainability`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelPackage.DriftCheckExplainabilityProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelPackage.DriftCheckExplainabilityProperty.html) — Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.

- `modelDataQuality`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelPackage.DriftCheckModelDataQualityProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelPackage.DriftCheckModelDataQualityProperty.html) — Represents the drift check model data quality baselines that can be used when the model monitor is set using the model package.

- `modelQuality`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelPackage.DriftCheckModelQualityProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelPackage.DriftCheckModelQualityProperty.html) — Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.