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->AttributeNameDESCRIPTION
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.
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