信息检索与数据挖掘 2019/5/53 Top 10 algorithms in data mining,2007 This paper presents the top 10 data mining algorithms identified by the IEEE International Conference on Data Mining (ICDM) in December 2006:C4.5,k-Means,SVM,Apriori,EM,PageRank, AdaBoost,kNN,Naive Bayes,and CART.These top 10 algorithms are among the most influential data mining algorithms in the research community...... These 10 algorithms cover classification,clustering,statistical learning,association analysis,and link mining,which are all among the most important topics in data mining research and development. Xindong Wu,Vipin Kumar,J.Ross Quinlan,et al.Top 10 algorithms in data mining. Knowledge and Information Systems,14(1):1-37,2008.Published online:4 December 2007.信息检索与数据挖掘 2019/5/5 3 Top 10 algorithms in data mining, 2007 Xindong Wu, Vipin Kumar, J. Ross Quinlan, et al. Top 10 algorithms in data mining. Knowledge and Information Systems, 14(1):1–37, 2008. Published online: 4 December 2007. This paper presents the top 10 data mining algorithms identified by the IEEE International Conference on Data Mining (ICDM) in December 2006: C4.5, k-Means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART. These top 10 algorithms are among the most influential data mining algorithms in the research community…… These 10 algorithms cover classification, clustering, statistical learning, association analysis, and link mining, which are all among the most important topics in data mining research and development