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AWS::SageMaker::ModelPackage ModelMetrics
Contains metrics captured from a model.
Syntax
To declare this entity in your CloudFormation template, use the following syntax:
JSON
{ "Bias" :Bias, "Explainability" :Explainability, "ModelDataQuality" :ModelDataQuality, "ModelQuality" :ModelQuality}
YAML
Bias:BiasExplainability:ExplainabilityModelDataQuality:ModelDataQualityModelQuality: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