Question

what is K-mean Algorithm?

Answer 1

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