[mlpack-svn] [MLPACK] #342: Remove repetitive GetRecommendations() functions

MLPACK Trac trac at coffeetalk-1.cc.gatech.edu
Thu Apr 3 15:42:38 EDT 2014


#342: Remove repetitive GetRecommendations() functions
----------------------------+-----------------------------------------------
  Reporter:  siddharth.950  |        Owner:     
      Type:  defect         |       Status:  new
  Priority:  minor          |    Milestone:     
 Component:  mlpack         |   Resolution:     
  Keywords:                 |     Blocking:     
Blocked By:                 |  
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Comment (by rcurtin):

 Hey Siddharth,

 I tried to catch you in IRC but you weren't there at the same times I was.
 I took a look at the current CF interface, and you are right that it can
 definitely be improved.  I think maybe a better way to solve the problem,
 though, is to make the API more similar to that of NeighborSearch.  The
 NeighborSearch class offers a Search() function (similar to
 CF::GetRecommendations()) which requires the parameter k (the number of
 neighbors being searched for).  That value k isn't held in the class; only
 in that method when it is called.

 I think maybe a good way to go is to refactor CF so that
 GetRecommendations() requires the parameter numRecs (the number of
 recommendations), but the 'neighbours' parameter (or
 'numUsersForSimilarity' as it is stored in the class) is set via
 NumUsersForSimilarity().  That is, the GetRecommendations() function will
 require parameters specifying the size of the output it will give, but
 parameters relating to how the calculation is actually performed are set
 either in the constructor or with getters/setters.  That would be the same
 way that NeighborSearch works.

 I wanted to get your thoughts, though, before I refactored the patch to
 work like that.

-- 
Ticket URL: <http://trac.research.cc.gatech.edu/fastlab/ticket/342#comment:1>
MLPACK <www.fast-lab.org>
MLPACK is an intuitive, fast, and scalable C++ machine learning library developed at Georgia Tech.


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