We first turn our attention to the convergence time of the iteration for different
initializations in K-means, Kmeans++ and Kmeans||, we implement baselines in a
single machine to get the number of iterations till convergence of the baselines. Table 1
shows our experimental result. From the table, we can come to a conclusion that the
number of iteration for partitional algorithms is very large.