Amazonka.SageMaker.Types.ClarifyExplainerConfig

Documentation

data ClarifyExplainerConfig

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

FromJSON ClarifyExplainerConfig

Defined in Amazonka.SageMaker.Types.ClarifyExplainerConfig

Methods

parseJSON :: Value -> Parser ClarifyExplainerConfig

parseJSONList :: Value -> Parser [ClarifyExplainerConfig]

ToJSON ClarifyExplainerConfig

Defined in Amazonka.SageMaker.Types.ClarifyExplainerConfig

Methods

toJSON :: ClarifyExplainerConfig -> Value

toEncoding :: ClarifyExplainerConfig -> Encoding

toJSONList :: [ClarifyExplainerConfig] -> Value

toEncodingList :: [ClarifyExplainerConfig] -> Encoding

Generic ClarifyExplainerConfig

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

Defined in Amazonka.SageMaker.Types.ClarifyExplainerConfig

Methods

readsPrec :: Int -> ReadS ClarifyExplainerConfig

readList :: ReadS [ClarifyExplainerConfig]

readPrec :: ReadPrec ClarifyExplainerConfig

readListPrec :: ReadPrec [ClarifyExplainerConfig]

Show ClarifyExplainerConfig

Defined in Amazonka.SageMaker.Types.ClarifyExplainerConfig

Methods

showsPrec :: Int -> ClarifyExplainerConfig -> ShowS

show :: ClarifyExplainerConfig -> String

showList :: [ClarifyExplainerConfig] -> ShowS

NFData ClarifyExplainerConfig

Defined in Amazonka.SageMaker.Types.ClarifyExplainerConfig

Methods

rnf :: ClarifyExplainerConfig -> ()

Eq ClarifyExplainerConfig

Defined in Amazonka.SageMaker.Types.ClarifyExplainerConfig

Methods

(==) :: ClarifyExplainerConfig -> ClarifyExplainerConfig -> Bool

(/=) :: ClarifyExplainerConfig -> ClarifyExplainerConfig -> Bool

Hashable ClarifyExplainerConfig

Defined in Amazonka.SageMaker.Types.ClarifyExplainerConfig

Methods

hashWithSalt :: Int -> ClarifyExplainerConfig -> Int

hash :: ClarifyExplainerConfig -> Int

type Rep ClarifyExplainerConfig

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

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)

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)

The inference configuration parameter for the model container.

clarifyExplainerConfig_shapConfig :: Lens' ClarifyExplainerConfig ClarifyShapConfig

The configuration for SHAP analysis.