This template creates an AWS SageMaker model bias job that analyzes the bias in a machine learning model. The job uses a specified endpoint and ground truth data to generate monitoring outputs and provide insights into potential bias in the model's predictions.

Endpoint
AWS::SageMaker::Endpoint


EndpointConfigWithDataCapture
AWS::SageMaker::EndpointConfig


DataCaptureConfig
CaptureContentTypeHeader

CsvContentTypes

JsonContentTypes

CaptureOptions *
ProductionVariants *
ServerlessConfig

Model
AWS::SageMaker::Model


PrimaryContainer
ImageConfig
RepositoryAuthConfig
MultiModelConfig

ExecutionRole
AWS::IAM::Role


Policies

JobDefinitionExecutionRole
AWS::IAM::Role


ManagedPolicyArns

JobDefinition
AWS::SageMaker::ModelBiasJobDefinition


JobResources *
ClusterConfig *
ModelBiasAppSpecification *
ModelBiasJobInput *
BatchTransformInput
DatasetFormat *
Csv
EndpointInput
GroundTruthS3Input *
ModelBiasJobOutputConfig *
MonitoringOutputs *
S3Output *
StoppingCondition

CloudFormation Template

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