K-means clustering is one of the most famous partitioning clustering algorithm, due to the simplicity and efficiency makes him become the most widely used all clustering algorithm. Given a collection of data points and the cluster number k, k specified by the user, k-means algorithm based on a certain distance function data points into the k cluster.

K-means clustering algorithm.doc

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