AWS::SageMaker::ModelPackage ModelMetrics

Contains metrics captured from a model.

Syntax

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

JSON

{
  "Bias" : Bias,
  "Explainability" : Explainability,
  "ModelDataQuality" : ModelDataQuality,
  "ModelQuality" : ModelQuality
}

YAML

  Bias: 
    Bias
  Explainability: 
    Explainability
  ModelDataQuality: 
    ModelDataQuality
  ModelQuality: 
    ModelQuality

Properties

Bias

Metrics that measure bias in a model.

Required: No

Type: Bias

Update requires: Replacement

Explainability

Metrics that help explain a model.

Required: No

Type: Explainability

Update requires: Replacement

ModelDataQuality

Metrics that measure the quality of the input data for a model.

Required: No

Type: ModelDataQuality

Update requires: Replacement

ModelQuality

Metrics that measure the quality of a model.

Required: No

Type: ModelQuality

Update requires: Replacement