libZSservicesZSamazonka-personalizeZSamazonka-personalize
Copyright(c) 2013-2021 Brendan Hay
LicenseMozilla Public License, v. 2.0.
MaintainerBrendan Hay <brendan.g.hay+amazonka@gmail.com>
Stabilityauto-generated
Portabilitynon-portable (GHC extensions)
Safe HaskellNone

Amazonka.Personalize.Types.HPOObjective

Description

 
Synopsis

Documentation

data HPOObjective Source #

The metric to optimize during hyperparameter optimization (HPO).

Amazon Personalize doesn't support configuring the hpoObjective at this time.

See: newHPOObjective smart constructor.

Constructors

HPOObjective' 

Fields

Instances

Instances details
Eq HPOObjective Source # 
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Read HPOObjective Source # 
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Show HPOObjective Source # 
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Generic HPOObjective Source # 
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Associated Types

type Rep HPOObjective :: Type -> Type #

NFData HPOObjective Source # 
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Defined in Amazonka.Personalize.Types.HPOObjective

Methods

rnf :: HPOObjective -> () #

Hashable HPOObjective Source # 
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ToJSON HPOObjective Source # 
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FromJSON HPOObjective Source # 
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type Rep HPOObjective Source # 
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type Rep HPOObjective = D1 ('MetaData "HPOObjective" "Amazonka.Personalize.Types.HPOObjective" "libZSservicesZSamazonka-personalizeZSamazonka-personalize" 'False) (C1 ('MetaCons "HPOObjective'" 'PrefixI 'True) (S1 ('MetaSel ('Just "metricName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: (S1 ('MetaSel ('Just "type'") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "metricRegex") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)))))

newHPOObjective :: HPOObjective Source #

Create a value of HPOObjective 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:HPOObjective', hPOObjective_metricName - The name of the metric.

$sel:type':HPOObjective', hPOObjective_type - The type of the metric. Valid values are Maximize and Minimize.

$sel:metricRegex:HPOObjective', hPOObjective_metricRegex - A regular expression for finding the metric in the training job logs.

hPOObjective_type :: Lens' HPOObjective (Maybe Text) Source #

The type of the metric. Valid values are Maximize and Minimize.

hPOObjective_metricRegex :: Lens' HPOObjective (Maybe Text) Source #

A regular expression for finding the metric in the training job logs.