The hierarchical clustering is based on Euclidean distances. The distances are calculated on normalized data.
By selecting the normalization to be: mean = 0 and the variance = 1, the Euclidean distance is equal to sqrt(1-r), where r is the Pearson correlation coefficient.
Spearman correlation is not supported.
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