Using data mining techniques for multi-diseases prediction modeling of hypertension and hyperlipidemia by common risk factors

► This paper proposes a two-phase analysis procedure to simultaneously predict hypertension and hyperlipidemia. ► Common risk factors of these diseases picked up by data mining and majority vote. ► This study uses common risk factors to build MARS predictive models for hypertension and hyperlipidemia.