Class: Aws::SageMaker::Types::ClarifyExplainerConfig

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::ClarifyExplainerConfig

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

The configuration parameters for the SageMaker Clarify explainer.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #enable_explanations ⇒ String

  A JMESPath boolean expression used to filter which records to explain.

• #inference_config ⇒ Types::ClarifyInferenceConfig

  The inference configuration parameter for the model container.

• #shap_config ⇒ Types::ClarifyShapConfig

  The configuration for SHAP analysis.

Instance Attribute Details

#enable_explanations ⇒ String

A JMESPath boolean expression used to filter which records to explain. Explanations are activated by default. See [ ‘EnableExplanations` ][1]for additional information.

[1]: docs.aws.amazon.com/sagemaker/latest/dg/clarify-online-explainability-create-endpoint.html#clarify-online-explainability-create-endpoint-enable

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 3777

class ClarifyExplainerConfig < Struct.new(
  :enable_explanations,
  :inference_config,
  :shap_config)
  SENSITIVE = []
  include Aws::Structure
end

#inference_config ⇒ Types::ClarifyInferenceConfig

The inference configuration parameter for the model container.

Returns:

• (Types::ClarifyInferenceConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 3777

class ClarifyExplainerConfig < Struct.new(
  :enable_explanations,
  :inference_config,
  :shap_config)
  SENSITIVE = []
  include Aws::Structure
end

#shap_config ⇒ Types::ClarifyShapConfig

The configuration for SHAP analysis.

Returns:

• (Types::ClarifyShapConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 3777

class ClarifyExplainerConfig < Struct.new(
  :enable_explanations,
  :inference_config,
  :shap_config)
  SENSITIVE = []
  include Aws::Structure
end