Source - http://www.jbaas.com/HTML/Previous%20Issues/Volume%20No.%202%20No.%202/Headings/H-7.html
Similarity matrix is matrix that expresses scores in a similarity terms for a set of two data pieces. This helps us look at data with multivariable but without having to look at more than one graph so in essence is put it into simplify term.
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