NAME

Paws::Forecast::Featurization

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::Featurization object:

  $service_obj->Method(Att1 => { AttributeName => $value, ..., FeaturizationPipeline => $value  });

Results returned from an API call

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

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

DESCRIPTION

Provides featurization (transformation) information for a dataset field. This object is part of the FeaturizationConfig object.

For example:

{

"AttributeName": "demand",

FeaturizationPipeline [ {

"FeaturizationMethodName": "filling",

"FeaturizationMethodParameters": {"aggregation": "avg", "backfill": "nan"}

} ]

}

ATTRIBUTES

REQUIRED AttributeName => Str

  The name of the schema attribute that specifies the data field to be
featurized. Only the C<target> field of the C<TARGET_TIME_SERIES>
dataset type is supported. For example, for the C<RETAIL> domain, the
target is C<demand>, and for the C<CUSTOM> domain, the target is
C<target_value>.

FeaturizationPipeline => ArrayRef[Paws::Forecast::FeaturizationMethod]

  An array of one C<FeaturizationMethod> object that specifies the
feature transformation method.

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

cpanm Paws::SDK::Config

perl -MCPAN -e shell
install Paws::SDK::Config