Analysis of Clustering and its Best Algorithms in Data Mining

Abstract: In this paper we discuss about the clustering type of retrieving data from the database for data mining and also the algorithms used for clustering. We also analyse its best algorithm and the algorithm’s drawbacks if any, thus giving a successful review on it. We here discuss about k-means clustering, Fuzzy-c means clustering and Hierarchial Clustering from the knowledge gathered from various publications in journals given further at the end in the reference section.

Keywords: Data Mining, Clustering, Algorithms, K-means Algorithm