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.DriftCheckBaselines

Description

Documentation

data DriftCheckBaselines Source #

Represents the drift check baselines that can be used when the model monitor is set using the model package.

See: newDriftCheckBaselines smart constructor.

Constructors

DriftCheckBaselines'

Fields

bias :: Maybe DriftCheckBias
Represents the drift check bias baselines that can be used when the model monitor is set using the model package.
explainability :: Maybe DriftCheckExplainability
Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.
modelDataQuality :: Maybe DriftCheckModelDataQuality
Represents the drift check model data quality baselines that can be used when the model monitor is set using the model package.
modelQuality :: Maybe DriftCheckModelQuality
Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.

Instances

Instances details

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

newDriftCheckBaselines :: DriftCheckBaselines Source #

Create a value of DriftCheckBaselines 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:bias:DriftCheckBaselines', driftCheckBaselines_bias - Represents the drift check bias baselines that can be used when the model monitor is set using the model package.

$sel:explainability:DriftCheckBaselines', driftCheckBaselines_explainability - Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.

$sel:modelDataQuality:DriftCheckBaselines', driftCheckBaselines_modelDataQuality - Represents the drift check model data quality baselines that can be used when the model monitor is set using the model package.

$sel:modelQuality:DriftCheckBaselines', driftCheckBaselines_modelQuality - Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.

driftCheckBaselines_bias :: Lens' DriftCheckBaselines (Maybe DriftCheckBias) Source #

Represents the drift check bias baselines that can be used when the model monitor is set using the model package.

driftCheckBaselines_explainability :: Lens' DriftCheckBaselines (Maybe DriftCheckExplainability) Source #

Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.

driftCheckBaselines_modelDataQuality :: Lens' DriftCheckBaselines (Maybe DriftCheckModelDataQuality) Source #

Represents the drift check model data quality baselines that can be used when the model monitor is set using the model package.

driftCheckBaselines_modelQuality :: Lens' DriftCheckBaselines (Maybe DriftCheckModelQuality) Source #

Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.