Tree-Guided Rare Feature Selection and Logic Aggregation with Electronic Health Records Data

Jianmin Chen, Robert H. Aseltine, Fei Wang +1

Statistical learning with a large number of rare binary features is commonly encountered in analyzing electronic health records (EHR) data, especially in the modeling of disease on…