In this article, we address the task of multi-target regression (MTR), where goal is to predict multiple continuous variables. We approach MTR by learning global models that simultaneously all target variables, as opposed a separate model for predicting each Specifically, learn rule ensembles generating many candidate rules and assigning them weights are then optimized in order select best perf...