A essential stage for virtually any unsupervised algorithm is to ascertain the optimum number of clusters into which the data may very well be clustered. The Elbow Technique is one of the preferred methods to determine this exceptional value of k.
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Distortion: It is calculated as the typical on the squared distances within the cluster centers from the respective clusters. Typically, the Euclidean distance metric is employed.
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