Amazonka.SageMaker.Types.DriftCheckBaselines

Documentation

data DriftCheckBaselines

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

FromJSON DriftCheckBaselines

Defined in Amazonka.SageMaker.Types.DriftCheckBaselines

Methods

parseJSON :: Value -> Parser DriftCheckBaselines

parseJSONList :: Value -> Parser [DriftCheckBaselines]

ToJSON DriftCheckBaselines

Defined in Amazonka.SageMaker.Types.DriftCheckBaselines

Methods

toJSON :: DriftCheckBaselines -> Value

toEncoding :: DriftCheckBaselines -> Encoding

toJSONList :: [DriftCheckBaselines] -> Value

toEncodingList :: [DriftCheckBaselines] -> Encoding

Generic DriftCheckBaselines

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

Defined in Amazonka.SageMaker.Types.DriftCheckBaselines

Methods

readsPrec :: Int -> ReadS DriftCheckBaselines

readList :: ReadS [DriftCheckBaselines]

readPrec :: ReadPrec DriftCheckBaselines

readListPrec :: ReadPrec [DriftCheckBaselines]

Show DriftCheckBaselines

Defined in Amazonka.SageMaker.Types.DriftCheckBaselines

Methods

showsPrec :: Int -> DriftCheckBaselines -> ShowS

show :: DriftCheckBaselines -> String

showList :: [DriftCheckBaselines] -> ShowS

NFData DriftCheckBaselines

Defined in Amazonka.SageMaker.Types.DriftCheckBaselines

Methods

rnf :: DriftCheckBaselines -> ()

Eq DriftCheckBaselines

Defined in Amazonka.SageMaker.Types.DriftCheckBaselines

Methods

(==) :: DriftCheckBaselines -> DriftCheckBaselines -> Bool

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

Hashable DriftCheckBaselines

Defined in Amazonka.SageMaker.Types.DriftCheckBaselines

Methods

hashWithSalt :: Int -> DriftCheckBaselines -> Int

hash :: DriftCheckBaselines -> Int

type Rep DriftCheckBaselines

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

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)

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)

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)

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)

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