how to plot a line to the fartest point from the centroids in k mean clustering
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The basic idea behind this method is that it plots the various values of cost with changing k. As the value of K increases, there will be fewer elements in the cluster. So average distortion will decrease. The lesser number of elements means closer to the centroid.
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The KMeans clustering algorithm can be used to cluster observed data automatically.
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