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The Top Ten Algorithms in Data Mining
- Editore:
Taylor & Francis Ltd
- EAN:
9781420089646
- ISBN:
1420089641
- Pagine:
- 232
- Formato:
- Hardback
- Lingua:
- Inglese
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Descrizione The Top Ten Algorithms in Data Mining
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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