The Challenger: When Do New Data Sources Justify Switching Machine Learning Models?

Vassilis Digalakis, Christophe Pérignon, Sébastien Saurin +1

Organizations often have an incumbent predictive model in production when new data sources become available. Because historical training data lack the new features, a challenger mo…