The Top Ten Algorithms in Data Mining by Vipin Kumar, Xindong Wu

The Top Ten Algorithms in Data Mining

Vipin Kumar, Xindong Wu

230 pages first pub 2009 (editions)

challenging informative medium-paced
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Description

The book concentrates on the following important algorithms: C4.5, k-Means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART. Examples illustrate how each algorithm works and highlight its overall performance in a real-world applic...

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