avocado.Featurizer.extract_features

Featurizer.extract_features(astronomical_object)

Extract features from an object.

This method extracts raw features with extract_raw_features, and then selects the ones that should be used for classification with select_features. This method is just a wrapper around those two methods and is intended to be used as a shortcut for feature extraction on individual objects.

Parameters:astronomical_object (AstronomicalObject) – The astronomical object to featurize. Returns:features – The processed features that can be fed to a classifier. Return type:pandas.DataFrame or dict