Featurization
¶
Source code in docs_src/capo_forecast/types/featurization.py
attribute_name
instance-attribute
¶
attribute_name: Name
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.
featurization_pipeline
instance-attribute
¶
featurization_pipeline: NotRequired[FeaturizationPipeline]
An array of one FeaturizationMethod object that specifies the feature transformation method.