avocado.Dataset.extract_raw_features

Dataset.extract_raw_features(featurizer, keep_models=False)

Extract raw features from the dataset.

The raw features are saved as self.raw_features.

Parameters:

• featurizer (Featurizer) – The featurizer that will be used to calculate the features.
• keep_models (bool) – If true, the models used for the features are kept and stored as Dataset.models. Note that not all featurizers support this.

Returns:

raw_features – The extracted raw features.

Return type:

pandas.DataFrame