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Details for:
The Top Ten Algorithms in Data Mining
top ten algorithms data mining
Type:
E-books
Files:
12
Size:
6.1 MB
Uploaded On:
May 15, 2009, 10:07 p.m.
Added By:
VasiaZozulia
Seeders:
0
Leechers:
1
Info Hash:
ED864F2C14436B94FC6081D98CCE9DEB84730E9C
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Identifying some of the most influential algorithms that are widely used in the data mining community, this volume provides a description of each algorithm, discusses the impact of the algorithms, and reviews current and future research on the algorithms. Thoroughly evaluated by independent reviewers, each chapter focuses on a particular algorithm and is written by either the original authors of the algorithm or world-class researchers who have extensively studied the respective algorithm. The book concentrates on the following important algorithms: C4.5, k-Means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART.
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