Preface: Decision tree(DT) and other tree-based methods are one of the most widely used supervised machine learning methods. These methods yield high accuracy at the same time they are easy to interpret. Unlike other machine learning methods, DT can map X and Y variables quite easily. Therefore, almost all of the tree-based model is simple to understand. A decision tree
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