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The ensemble method consists of multiple procedures: weighting an adjacency matrix, applying multiple base partitioning algorithms to the weighted matrix, and performing principal component analysis to find the consensus clusters calculated by the base clustering methods, thereby enabling finding biologically-significant clusters.
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