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what is K-mean Algorithm?

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K mean is a famous partitioning method.  Objects are classified as belonging to one of K groups, k chosen a priori.

In K-mean algorithm,

  1. The clusters are spherical: the data points in a cluster are centered around that cluster
  2. The variance/spread of the clusters is similar: Each data point belongs to the closest cluster
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