Osteoporotic hip fracture prediction from risk factors available in administrative claims data - A machine learning approach.

The superlearner achieved similar predictive performance compared to the individual algorithms included. Nevertheless, in the presence of non-linearity and complex interactions, this method might be a flexible alternative to be considered for risk prediction in large datasets.