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简单的决策树分类器,支持C4.5、CART算法和相应的剪枝算法

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DecisionTreeClassifier

简单的决策树分类器,支持C4.5、CART算法和相应的剪枝算法

File structure:

  • utils.py
    实现熵、信息增益、信息增益率、基尼系数的的计算
  • tree.py:
    实现决策树类,包括树的生成与剪枝
  • plotTree.py
    实现决策树绘图
  • main.py
    程序入口

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简单的决策树分类器,支持C4.5、CART算法和相应的剪枝算法

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