Ordinal regression for preference learning in wearables using sensor data

Simón Weinberger, Jairo Cugliari, Aurélie Le Cain

Abstract: Highlights•We extend an ordinal regression model with functional covariates.•Regularization facilitates interpretation without affecting predictive performance.•Using functional data improves predictive performance without adding new sensors.