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In spatial clustering, the key factor to solve the problem of optimal class number is to construct a proper cluster validity function. The value of k must be confirmed in advance to exert K-means algorithm. However, it can not be clearly and easily confirmed in fact for its uncertainty. This paper recommends a distance evaluation function based on Euclidean distance to confirm the optimal class number,...
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