PiscesLogoSmallerStill  Centroid

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At each iteration, the clusters are compared in terms of the similarity of their most similar samples (columns) and the two clusters that hold the most similar samples are fused. The average of the attributes of the fused group is calculated and the similarity between average properties are used in subsequent iterations.