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