Walmart Inc.
SYSTEMS AND METHODS FOR GENERATING DATA

Abstract:

Systems and methods for training a machine learning model are disclosed. A new machine learning model for a new system is trained using portions of source data used to train a well-established machine learning model that solves a different but related problem compared to the new machine learning model. Features required to train the new machine learning model may be compared to features in data samples of the source data to determine the portion of source data that can be used as training data to train the new machine learning model. The training data may then be used to train the new machine learning model without requiring a large set of training data that is unavailable for the new system.