Amazonka.SageMaker.Types.MetricDatum

Documentation

data MetricDatum

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

See: newMetricDatum smart constructor.

Constructors

MetricDatum'

Fields

• metricName :: Maybe AutoMLMetricEnum

  The name of the metric.

• set :: Maybe MetricSetSource

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

• standardMetricName :: Maybe AutoMLMetricExtendedEnum

  The name of the standard metric.

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

• value :: Maybe Double

  The value of the metric.

Instances

FromJSON MetricDatum

Defined in Amazonka.SageMaker.Types.MetricDatum

Methods

parseJSON :: Value -> Parser MetricDatum

parseJSONList :: Value -> Parser [MetricDatum]

Generic MetricDatum

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

Defined in Amazonka.SageMaker.Types.MetricDatum

Methods

readsPrec :: Int -> ReadS MetricDatum

readList :: ReadS [MetricDatum]

readPrec :: ReadPrec MetricDatum

readListPrec :: ReadPrec [MetricDatum]

Show MetricDatum

Defined in Amazonka.SageMaker.Types.MetricDatum

Methods

showsPrec :: Int -> MetricDatum -> ShowS

show :: MetricDatum -> String

showList :: [MetricDatum] -> ShowS

NFData MetricDatum

Defined in Amazonka.SageMaker.Types.MetricDatum

Methods

rnf :: MetricDatum -> ()

Eq MetricDatum

Defined in Amazonka.SageMaker.Types.MetricDatum

Methods

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

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

Hashable MetricDatum

Defined in Amazonka.SageMaker.Types.MetricDatum

Methods

hashWithSalt :: Int -> MetricDatum -> Int

hash :: MetricDatum -> Int

type Rep MetricDatum

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

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)

The name of the metric.

metricDatum_set :: Lens' MetricDatum (Maybe MetricSetSource)

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

metricDatum_standardMetricName :: Lens' MetricDatum (Maybe AutoMLMetricExtendedEnum)

The name of the standard metric.

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

metricDatum_value :: Lens' MetricDatum (Maybe Double)

The value of the metric.