Decision tree pruning algorithm with IF-THEN rules
Luo Ming-jian · Jisuanji gongcheng · 2005
Decision tree is a basic learning method in machine learning and data mining.An algorithm was presented to prune a decision tree with a set of rules that are converted from C4.5,where rule information was used as a pruning criterion.The empirical results demonstrate that the proposed pruning algorithm has high predict accuracy and good noise-tolerance.