NAME

Paws::Forecast::ContinuousParameterRange

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::ContinuousParameterRange 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::ContinuousParameterRange object:

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

DESCRIPTION

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

ATTRIBUTES

REQUIRED MaxValue => Num

  The maximum tunable value of the hyperparameter.

REQUIRED MinValue => Num

  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

hyperparameter tuning searches the values in the hyperparameter range by using a reverse logarithmic scale.

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