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:

SEE ALSO

This class forms part of Paws, describing an object used in Paws::Forecast

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