amazonka-sagemaker-2.0: Amazon SageMaker Service SDK.
Copyright(c) 2013-2023 Brendan Hay
LicenseMozilla Public License, v. 2.0.
MaintainerBrendan Hay
Stabilityauto-generated
Portabilitynon-portable (GHC extensions)
Safe HaskellSafe-Inferred
LanguageHaskell2010

Amazonka.SageMaker.Types.MetricDatum

Description

 
Synopsis

Documentation

data MetricDatum Source #

Information about the metric for a candidate produced by an AutoML job.

See: newMetricDatum smart constructor.

Constructors

MetricDatum' 

Fields

Instances

Instances details
FromJSON MetricDatum Source # 
Instance details

Defined in Amazonka.SageMaker.Types.MetricDatum

Methods

parseJSON :: Value -> Parser MetricDatum #

parseJSONList :: Value -> Parser [MetricDatum] #

Generic MetricDatum Source # 
Instance details

Defined in Amazonka.SageMaker.Types.MetricDatum

Associated Types

type Rep MetricDatum :: Type -> Type #

Methods

from :: MetricDatum -> Rep MetricDatum x #

to :: Rep MetricDatum x -> MetricDatum #

Read MetricDatum Source # 
Instance details

Defined in Amazonka.SageMaker.Types.MetricDatum

Methods

readsPrec :: Int -> ReadS MetricDatum #

readList :: ReadS [MetricDatum] #

readPrec :: ReadPrec MetricDatum #

readListPrec :: ReadPrec [MetricDatum] #

Show MetricDatum Source # 
Instance details

Defined in Amazonka.SageMaker.Types.MetricDatum

Methods

showsPrec :: Int -> MetricDatum -> ShowS #

show :: MetricDatum -> String #

showList :: [MetricDatum] -> ShowS #

NFData MetricDatum Source # 
Instance details

Defined in Amazonka.SageMaker.Types.MetricDatum

Methods

rnf :: MetricDatum -> () #

Eq MetricDatum Source # 
Instance details

Defined in Amazonka.SageMaker.Types.MetricDatum

Methods

(==) :: MetricDatum -> MetricDatum -> Bool #

(/=) :: MetricDatum -> MetricDatum -> Bool #

Hashable MetricDatum Source # 
Instance details

Defined in Amazonka.SageMaker.Types.MetricDatum

Methods

hashWithSalt :: Int -> MetricDatum -> Int #

hash :: MetricDatum -> Int #

type Rep MetricDatum Source # 
Instance details

Defined in Amazonka.SageMaker.Types.MetricDatum

type Rep MetricDatum = D1 ('MetaData "MetricDatum" "Amazonka.SageMaker.Types.MetricDatum" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "MetricDatum'" 'PrefixI 'True) ((S1 ('MetaSel ('Just "metricName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe AutoMLMetricEnum)) :*: S1 ('MetaSel ('Just "set") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe MetricSetSource))) :*: (S1 ('MetaSel ('Just "standardMetricName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe AutoMLMetricExtendedEnum)) :*: S1 ('MetaSel ('Just "value") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Double)))))

newMetricDatum :: MetricDatum Source #

Create a value of MetricDatum 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:metricName:MetricDatum', metricDatum_metricName - The name of the metric.

$sel:set:MetricDatum', metricDatum_set - The dataset split from which the AutoML job produced the metric.

$sel:standardMetricName:MetricDatum', metricDatum_standardMetricName - The name of the standard metric.

For definitions of the standard metrics, see Autopilot candidate metrics .

$sel:value:MetricDatum', metricDatum_value - The value of the metric.

metricDatum_metricName :: Lens' MetricDatum (Maybe AutoMLMetricEnum) Source #

The name of the metric.

metricDatum_set :: Lens' MetricDatum (Maybe MetricSetSource) Source #

The dataset split from which the AutoML job produced the metric.

metricDatum_standardMetricName :: Lens' MetricDatum (Maybe AutoMLMetricExtendedEnum) Source #

The name of the standard metric.

For definitions of the standard metrics, see Autopilot candidate metrics .

metricDatum_value :: Lens' MetricDatum (Maybe Double) Source #

The value of the metric.