ABSTRACT

Identifying some of the most influential algorithms that are widely used in the data mining community, The Top Ten Algorithms in Data Mining provides a description of each algorithm, discusses its impact, and reviews current and future research. Thoroughly evaluated by independent reviewers, each chapter focuses on a particular algorithm and is wri

chapter 1|20 pages

C4.5

chapter 2|16 pages

K -Means

chapter 4|32 pages

Apriori

chapter 5|24 pages

EM

chapter 6|10 pages

PageRank

chapter 7|24 pages

AdaBoost

chapter 9|16 pages

Naı¨ve Bayes