Table 1. Comparison between metrics in measurement of similarity between GTEx tissue-wide expression profiles of genes.
Similarity metric | Property 1 †, ‡ | Property 2 † | Property 3 † |
---|---|---|---|
Bray-Curtis | √; [0,1] | √ | √ |
Euclidean | √; (0,1] | √ | × |
Cosine | √; [0,1] | × | √ |
Pearson correlation 25 | ×; [-1,1] | × | × |
Spearman correlation 26 | ×; [-1,1] | × | × |
†The symbols √ and ×, respectively, indicate that the similarity metric satisfies and does not satisfy the property. ‡The interval in each cell indicates the range in which the result computed by the similarity metric lies.