Machine learning predictive models of LDL-C in the population of eastern India and its comparison with directly measured and calculated LDL-C

Abstract

Machine learning models like XGBoost and random forests can be used to predict LDL-C with more accuracy comparing to conventional linear regression LDL-C formulas.