### feature extraction Go back to the [[AI Glossary]] Overloaded term having either of the following definitions: Retrieving intermediate feature representations calculated by an unsupervised or pretrained model (for example, hidden layer values in a neural network) for use in another model as input. Synonym for feature engineering.