Step 1: Similarity and Distance Measures

• Often relative magnitude more important, then directive cosine good:

  • dcos(x,y)= ||x,y|| / (||x|| ||y||)where ||x,y|| = ? xi yi and ||x|| = ( ? xi2 ) 0.5

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