数据挖掘中数据分类算法的比较分析

分类算法是数据挖掘中的最重要的技术之一．通过对当前提出的最新的具有代表性的分类算法，从预测精度、学习效率、健壮性等方面进行深入的分析和比较，总结每类算法的各方面特性，从而便于研究者对已有的算法进行改进，提出具有更好性能的新的分类算法，同时方便使用者在应用时对算法的选择和使用．

Analysis and Comparison of Classification Algorithms for Data Mining

Classification is one of the most important techniques in data mining.This paper summarizes the main features of every algorithm by in-depth analysis and comparison from all aspects such as prediction accuracy,learning efficiency and robustness,a variety of typical classifiers to provide a basis for improving old algorithms or developing new effective ones.The summary can also be used to select these data mining techniques for new applications.