Hi Sean, also the overall results are 0.0 for precision and recall. I will re-run the evalutation with a lower "at" parameter.
Is it possible that my ratings are problematic? Below is a sample from my data set. My ratings are all very similar. I derived the ratings from a "usage score" and normalized to a value between 0-1. For example, if a user used an item 1 times, the normalized rating is 0.0022271716 . This is the case for most preferences. When a user used an item more often, the rating (slightly) increases. I thought this approach could give better results then a boolean model. Would you agree or is this approach weird? > I think precision/recall tests are a little ill-defined for > recommenders. (We just had an interesting thread on this on > mahout-dev.) Really, the RecommenderEvaluator is what you want to use > in general. This is very interesting! Could you please give me the subject of this thread on mahout-dev? I can't find it in the archive. > This class exists mostly to test when your data set does not contain > any ratings. Then this is the only test you can run. Is a Boolean DataModel one without ratings? Could I use the RecommenderEvaluator with a Boolean DataModel? Thanks, Mirko Sample from my data set: -3162216497309240828,2388991395777179713,0.0022271716 -3162216497309240828,-3069209537984688393,0.005567929 -3162216497309240828,-2618929863909794487,0.004454343 -3162216497309240828,5324707117640678349,0.0022271716 -3162216497309240828,-1532365936040783655,0.0022271716 -3162216497309240828,-5955221080145821903,0.0022271716 -3162216497309240828,4113222740828786538,0.0033407572 -3162216497309240828,-7695708570393034633,0.011135858 -3162216497309240828,6175940079748517486,0.0022271716 -3162216497309240828,7393161318827876898,0.0033407572 -3162216497309240828,2695305337569143674,0.0022271716 5621641483248293687,-5210224202303277338,0.0033407572 5621641483248293687,218889427960178691,0.0022271716 5621641483248293687,-1656822876488605684,0.0033407572 5621641483248293687,4455717574725992639,0.0022271716 5621641483248293687,-7490307787020003916,0.0022271716 5621641483248293687,-177903632999865810,0.0022271716 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