math.similarity: Add Jaccard similarity metric
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! Copyright (C) 2012 John Benediktsson
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! See http://factorcode.org/license.txt for BSD license
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USING: kernel math math.statistics math.vectors sequences ;
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USING: kernel math math.statistics math.vectors sequences sets ;
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IN: math.similarity
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@ -13,3 +13,8 @@ IN: math.similarity
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: cosine-similarity ( a b -- n )
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[ v* sum ] [ [ norm ] bi@ * ] 2bi / 0.5 * 0.5 + ;
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: jaccard-similarity ( a b -- n )
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[ intersect cardinality dup ]
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[ [ cardinality ] bi@ + swap - ] 2bi
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[ drop 0 ] [ /f ] if-zero ;
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