Copyright	(c) 2013-2021 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay <brendan.g.hay+amazonka@gmail.com>
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	None

Amazonka.Forecast.Types.IntegerParameterRange

Description

Documentation

data IntegerParameterRange Source #

Specifies an integer hyperparameter and it's range of tunable values. This object is part of the ParameterRanges object.

See: newIntegerParameterRange smart constructor.

Constructors

IntegerParameterRange'

Fields

scalingType :: Maybe ScalingType
The scale that hyperparameter tuning uses to search the hyperparameter range. Valid values:
Auto
Amazon Forecast hyperparameter tuning chooses the best scale for the hyperparameter.
Linear
Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.
Logarithmic
Hyperparameter tuning searches the values in the hyperparameter range by using a logarithmic scale.
Logarithmic scaling works only for ranges that have values greater than 0.
ReverseLogarithmic
Not supported for IntegerParameterRange.
Reverse logarithmic scaling works only for ranges that are entirely within the range 0 <= x < 1.0.
For information about choosing a hyperparameter scale, see Hyperparameter Scaling. One of the following values:
name :: Text
The name of the hyperparameter to tune.
maxValue :: Int
The maximum tunable value of the hyperparameter.
minValue :: Int
The minimum tunable value of the hyperparameter.

Instances

Instances details

Eq IntegerParameterRange Source #
Instance details Defined in Amazonka.Forecast.Types.IntegerParameterRange Methods (==) :: IntegerParameterRange -> IntegerParameterRange -> Bool # (/=) :: IntegerParameterRange -> IntegerParameterRange -> Bool #
Read IntegerParameterRange Source #
Instance details Defined in Amazonka.Forecast.Types.IntegerParameterRange Methods readsPrec :: Int -> ReadS IntegerParameterRange # readList :: ReadS [IntegerParameterRange] # readPrec :: ReadPrec IntegerParameterRange # readListPrec :: ReadPrec [IntegerParameterRange] #
Show IntegerParameterRange Source #
Instance details Defined in Amazonka.Forecast.Types.IntegerParameterRange Methods showsPrec :: Int -> IntegerParameterRange -> ShowS # show :: IntegerParameterRange -> String # showList :: [IntegerParameterRange] -> ShowS #
Generic IntegerParameterRange Source #
Instance details Defined in Amazonka.Forecast.Types.IntegerParameterRange Associated Types type Rep IntegerParameterRange :: Type -> Type # Methods from :: IntegerParameterRange -> Rep IntegerParameterRange x # to :: Rep IntegerParameterRange x -> IntegerParameterRange #
NFData IntegerParameterRange Source #
Instance details Defined in Amazonka.Forecast.Types.IntegerParameterRange Methods rnf :: IntegerParameterRange -> () #
Hashable IntegerParameterRange Source #
Instance details Defined in Amazonka.Forecast.Types.IntegerParameterRange Methods hashWithSalt :: Int -> IntegerParameterRange -> Int # hash :: IntegerParameterRange -> Int #
ToJSON IntegerParameterRange Source #
Instance details Defined in Amazonka.Forecast.Types.IntegerParameterRange Methods toJSON :: IntegerParameterRange -> Value # toEncoding :: IntegerParameterRange -> Encoding # toJSONList :: [IntegerParameterRange] -> Value # toEncodingList :: [IntegerParameterRange] -> Encoding #
FromJSON IntegerParameterRange Source #
Instance details Defined in Amazonka.Forecast.Types.IntegerParameterRange Methods parseJSON :: Value -> Parser IntegerParameterRange # parseJSONList :: Value -> Parser [IntegerParameterRange] #
type Rep IntegerParameterRange Source #
Instance details Defined in Amazonka.Forecast.Types.IntegerParameterRange type Rep IntegerParameterRange = D1 ('MetaData "IntegerParameterRange" "Amazonka.Forecast.Types.IntegerParameterRange" "libZSservicesZSamazonka-forecastZSamazonka-forecast" 'False) (C1 ('MetaCons "IntegerParameterRange'" 'PrefixI 'True) ((S1 ('MetaSel ('Just "scalingType") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ScalingType)) :: S1 ('MetaSel ('Just "name") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text)) :: (S1 ('MetaSel ('Just "maxValue") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Int) :*: S1 ('MetaSel ('Just "minValue") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Int))))

newIntegerParameterRange Source #

Arguments

:: Text	`$sel:name:IntegerParameterRange'`
-> Int	`$sel:maxValue:IntegerParameterRange'`
-> Int	`$sel:minValue:IntegerParameterRange'`
-> IntegerParameterRange

Create a value of IntegerParameterRange 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:scalingType:IntegerParameterRange', integerParameterRange_scalingType - The scale that hyperparameter tuning uses to search the hyperparameter range. Valid values:

Auto: Amazon Forecast hyperparameter tuning chooses the best scale for the hyperparameter.
Linear: Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.
Logarithmic: Hyperparameter tuning searches the values in the hyperparameter range by using a logarithmic scale.
Logarithmic scaling works only for ranges that have values greater than 0.
ReverseLogarithmic: Not supported for IntegerParameterRange.
Reverse logarithmic scaling works only for ranges that are entirely within the range 0 <= x < 1.0.

For information about choosing a hyperparameter scale, see Hyperparameter Scaling. One of the following values:

$sel:name:IntegerParameterRange', integerParameterRange_name - The name of the hyperparameter to tune.

$sel:maxValue:IntegerParameterRange', integerParameterRange_maxValue - The maximum tunable value of the hyperparameter.

$sel:minValue:IntegerParameterRange', integerParameterRange_minValue - The minimum tunable value of the hyperparameter.

integerParameterRange_scalingType :: Lens' IntegerParameterRange (Maybe ScalingType) Source #

The scale that hyperparameter tuning uses to search the hyperparameter range. Valid values:

Auto: Amazon Forecast hyperparameter tuning chooses the best scale for the hyperparameter.
Linear: Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.
Logarithmic: Hyperparameter tuning searches the values in the hyperparameter range by using a logarithmic scale.
Logarithmic scaling works only for ranges that have values greater than 0.
ReverseLogarithmic: Not supported for IntegerParameterRange.
Reverse logarithmic scaling works only for ranges that are entirely within the range 0 <= x < 1.0.

For information about choosing a hyperparameter scale, see Hyperparameter Scaling. One of the following values:

integerParameterRange_name :: Lens' IntegerParameterRange Text Source #

The name of the hyperparameter to tune.

integerParameterRange_maxValue :: Lens' IntegerParameterRange Int Source #

The maximum tunable value of the hyperparameter.

integerParameterRange_minValue :: Lens' IntegerParameterRange Int Source #

The minimum tunable value of the hyperparameter.