Top 10 algorithms in data mining

04 December 2007

DOI: 10.1007/s10115-007-0114-2

Autores: Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand & Dan Steinberg

1. C4.5 and beyond
2. The k-means algorithm
3. Support vector machines
4. The Apriori algorithm
5. The EM algorithm
6. PageRank
7. AdaBoost
8. kNN: k-nearest neighbor classification
9. Naive Bayes
10. CART (Classification and regression trees)