Before constructing decision tree,we eliminate the outliers in train-set with this algorithm to avoid a larger tree and overfitting training set that are caused by outliers.

• 在产生决策树之前,先用该算法去除训练集中的噪声,以免噪声导致决策树过大和过度拟合。