Similarity Matrix are used in sequence alignment. They are used to show the similarity of two data point within a matrix of scores. A similarity matrix has to have the following five characteristics to be classified as a matrix, squareness, non-negativity, boundedness, reflexivity, and symmetry.
http://www.biomedcentral.com/1471-2164/8/353/figure/F5?highres=y
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