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Spearman Correlation (C V A, C V B ) = 1 - 6 * ∑ i = 1 n (C V A i - C V B i ) n (n 2 - 1 ) Besides cosine similarity and Spearman correlation measures, we have tried various different similarity measures including Pearson correlation, Jaccard index, RBFKernel, and we found that Cosine and Spearman made the steady, superior performance over the other measures.
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CEO of Professional Science Editing for Scientists @ prosciediting.com