My Data Mining Weblog

I came across this online slide at slideshare.net about “Top 10 Algorithms in Data Mining“. Actually it is a published paper inside Knowledge Information System (2008), Springer-Verlag Ltd. This paper presents the top 10 data mining algorithms identified by the IEEE International Conference on Data Mining (ICDM) in December 2006. These top 10 algorithms are among the most influential data mining algorithms in the research community (at least at that time!):

• C4.5,
• k-Means,
• SVM (Support Vector Machine),
• Apriori,
• EM,
• PageRank,
• AdaBoost,
• kNN,
• Naive Bayes,
• and CART.

p/s: Warning, this slide is quite heavy for beginner and fully academic purposes. Maybe you can find other information about these algorithms elsewhere…

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