AWS::SageMaker::ModelPackage DriftCheckBias

Represents the drift check bias 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

{
  "ConfigFile" : FileSource,
  "PostTrainingConstraints" : MetricsSource,
  "PreTrainingConstraints" : MetricsSource
}

YAML

  ConfigFile: 
    FileSource
  PostTrainingConstraints: 
    MetricsSource
  PreTrainingConstraints: 
    MetricsSource

Properties

ConfigFile

The bias config file for a model.

Required: No

Type: FileSource

Update requires: Replacement

PostTrainingConstraints

The post-training constraints.

Required: No

Type: MetricsSource

Update requires: Replacement

PreTrainingConstraints

The pre-training constraints.

Required: No

Type: MetricsSource

Update requires: Replacement