Even more importantly it can help reduce processing time and IO usage upstream in the data access and feature extraction layers by not collecting and building features that are discarded by the model. For instance if the raw data come from a database, it can make it possible to write simpler and faster queries or reduce IO usage by making the queries return lighter records.