Stacking-based multi-objective ensemble framework for prediction of hypertension

•We proposed a multi-objective iterative model selection algorithm.•Employing a stack-based ensemble framework to predict hypertension.•We validate the efficiency of the proposed ensemble model on real-world data.•We investigate the influence of lifestyle features on hypertension prediction.