tree-based methods

Tree-based methods are conceptually easy to comprehend and they render advantages like easy visualization and data-preprocessing. It is a powerful tool for both numeric and categorical prediction. In this post I will introduce how to predict baseball player salary by Decision Tree and Random Forest from algorithm coding to package usage.