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Top 10 algorithms in data mining
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readme.md

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)
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