Cskmeans clustering algorithm 1. Partitioning methods: given a data set with N tuples or records, the division method will construct K groups, each of which is represented by a cluster. N. And the K grouping satisfies the following conditions: (1) each group contains at least one data record; (2) each data record belongs to and belongs to only one group (note: this requirement can be relaxed in some fuzzy clustering algorithm); For a given K, the algorithm firstly give an initial grouping method, through repeated iteration method after change the grouping, makes every improvement after the grouping scheme is a good before, and a good standard is: close as possible to the records of the same group, and the record as far as possible in the different groups. The algorithm using this basic idea has: k-means algorithm, k-medoids algorithm, and CLARANS algorithm.

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cskmeans.m

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