NAME

Paws::Forecast::IntegerParameterRange

USAGE

This class represents one of two things:

Arguments in a call to a service

Use the attributes of this class as arguments to methods. You shouldn't make instances of this class. Each attribute should be used as a named argument in the calls that expect this type of object.

As an example, if Att1 is expected to be a Paws::Forecast::IntegerParameterRange object:

  $service_obj->Method(Att1 => { MaxValue => $value, ..., ScalingType => $value  });

Results returned from an API call

Use accessors for each attribute. If Att1 is expected to be an Paws::Forecast::IntegerParameterRange object:

  $result = $service_obj->Method(...);
  $result->Att1->MaxValue

DESCRIPTION

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

ATTRIBUTES

REQUIRED MaxValue => Int

The maximum tunable value of the hyperparameter.

REQUIRED MinValue => Int

The minimum tunable value of the hyperparameter.

REQUIRED Name => Str

The name of the hyperparameter to tune.

ScalingType => Str

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 (http://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-define-ranges.html#scaling-type). One of the following values:

BUGS and CONTRIBUTIONS

The source code is located here: <https://github.com/pplu/aws-sdk-perl>

Please report bugs to: <https://github.com/pplu/aws-sdk-perl/issues>