Jaxon’s patent-approved SmartSplit Technology is a proprietary means of splitting a dataset (e.g. into training and holdout datasets) in a way that avoids covariate drift and other latent differences between those datasets.

Specifically, it aims to improve upon the standard baseline approach of random sampling given a pre-determined percentage split.