For a given number of clustering blocks of seven, different initial clustering centers will probably lead to completely different clustering results. Therefore, selecting an appropriate initial clustering center will effectively improve the clustering accuracy of this kind of algorithm, and the number of iterations of the algorithm will also be greatly reduced. In other words, an excellent initial clustering center selection algorithm can not only reduce the running time of the algorithm, but also significantly improve the clustering effect of the algorithm.
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