AWS::SageMaker::ModelPackage DriftCheckBaselines

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

Syntax

To declare this entity in your AWS CloudFormation template, use the following syntax:

JSON

{
  "Bias" : DriftCheckBias,
  "Explainability" : DriftCheckExplainability,
  "ModelDataQuality" : DriftCheckModelDataQuality,
  "ModelQuality" : DriftCheckModelQuality
}

YAML

  Bias: 
    DriftCheckBias
  Explainability: 
    DriftCheckExplainability
  ModelDataQuality: 
    DriftCheckModelDataQuality
  ModelQuality: 
    DriftCheckModelQuality

Properties

Bias

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

Required: No

Type: DriftCheckBias

Update requires: Replacement

Explainability

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

Required: No

Type: DriftCheckExplainability

Update requires: Replacement

ModelDataQuality

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

Required: No

Type: DriftCheckModelDataQuality

Update requires: Replacement

ModelQuality

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

Required: No

Type: DriftCheckModelQuality

Update requires: Replacement