Copyright	(c) 2013-2023 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	Safe-Inferred
Language	Haskell2010

Amazonka.SageMaker.Types.ClarifyExplainerConfig

Description

Documentation

data ClarifyExplainerConfig Source #

The configuration parameters for the SageMaker Clarify explainer.

See: newClarifyExplainerConfig smart constructor.

Constructors

ClarifyExplainerConfig'
Fields enableExplanations :: Maybe Text A JMESPath boolean expression used to filter which records to explain. Explanations are activated by default. See EnableExplanations for additional information. inferenceConfig :: Maybe ClarifyInferenceConfig The inference configuration parameter for the model container. shapConfig :: ClarifyShapConfig The configuration for SHAP analysis.

Instances

Instances details

FromJSON ClarifyExplainerConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ClarifyExplainerConfig Methods parseJSON :: Value -> Parser ClarifyExplainerConfig # parseJSONList :: Value -> Parser [ClarifyExplainerConfig] #
ToJSON ClarifyExplainerConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ClarifyExplainerConfig Methods toJSON :: ClarifyExplainerConfig -> Value # toEncoding :: ClarifyExplainerConfig -> Encoding # toJSONList :: [ClarifyExplainerConfig] -> Value # toEncodingList :: [ClarifyExplainerConfig] -> Encoding #
Generic ClarifyExplainerConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ClarifyExplainerConfig Associated Types type Rep ClarifyExplainerConfig :: Type -> Type # Methods from :: ClarifyExplainerConfig -> Rep ClarifyExplainerConfig x # to :: Rep ClarifyExplainerConfig x -> ClarifyExplainerConfig #
Read ClarifyExplainerConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ClarifyExplainerConfig Methods readsPrec :: Int -> ReadS ClarifyExplainerConfig # readList :: ReadS [ClarifyExplainerConfig] # readPrec :: ReadPrec ClarifyExplainerConfig # readListPrec :: ReadPrec [ClarifyExplainerConfig] #
Show ClarifyExplainerConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ClarifyExplainerConfig Methods showsPrec :: Int -> ClarifyExplainerConfig -> ShowS # show :: ClarifyExplainerConfig -> String # showList :: [ClarifyExplainerConfig] -> ShowS #
NFData ClarifyExplainerConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ClarifyExplainerConfig Methods rnf :: ClarifyExplainerConfig -> () #
Eq ClarifyExplainerConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ClarifyExplainerConfig Methods (==) :: ClarifyExplainerConfig -> ClarifyExplainerConfig -> Bool # (/=) :: ClarifyExplainerConfig -> ClarifyExplainerConfig -> Bool #
Hashable ClarifyExplainerConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ClarifyExplainerConfig Methods hashWithSalt :: Int -> ClarifyExplainerConfig -> Int # hash :: ClarifyExplainerConfig -> Int #
type Rep ClarifyExplainerConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ClarifyExplainerConfig type Rep ClarifyExplainerConfig = D1 ('MetaData "ClarifyExplainerConfig" "Amazonka.SageMaker.Types.ClarifyExplainerConfig" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "ClarifyExplainerConfig'" 'PrefixI 'True) (S1 ('MetaSel ('Just "enableExplanations") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: (S1 ('MetaSel ('Just "inferenceConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ClarifyInferenceConfig)) :: S1 ('MetaSel ('Just "shapConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 ClarifyShapConfig))))

newClarifyExplainerConfig Source #

Arguments

:: ClarifyShapConfig	`$sel:shapConfig:ClarifyExplainerConfig'`
-> ClarifyExplainerConfig

Create a value of ClarifyExplainerConfig with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:enableExplanations:ClarifyExplainerConfig', clarifyExplainerConfig_enableExplanations - A JMESPath boolean expression used to filter which records to explain. Explanations are activated by default. See EnableExplanations for additional information.

$sel:inferenceConfig:ClarifyExplainerConfig', clarifyExplainerConfig_inferenceConfig - The inference configuration parameter for the model container.

$sel:shapConfig:ClarifyExplainerConfig', clarifyExplainerConfig_shapConfig - The configuration for SHAP analysis.

clarifyExplainerConfig_enableExplanations :: Lens' ClarifyExplainerConfig (Maybe Text) Source #

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

clarifyExplainerConfig_inferenceConfig :: Lens' ClarifyExplainerConfig (Maybe ClarifyInferenceConfig) Source #

The inference configuration parameter for the model container.

clarifyExplainerConfig_shapConfig :: Lens' ClarifyExplainerConfig ClarifyShapConfig Source #

The configuration for SHAP analysis.