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. Amazon Forecast supports the target field of the "TARGET_TIME_SERIES" and the "RELATED_TIME_SERIES" datasets. For example, for the "RETAIL" domain, the target is "demand", and for the "CUSTOM" domain, the target is "target_value". For more information, see howitworks-missing-values.

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

An array of one "FeaturizationMethod" object that specifies the feature transformation method.

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>