Hi, I am currently trying to run the distributed Item Based Collaborative filtering algorithm on our Hadoop cluster, and I have a few questions regarding tweaking the various properties of the algorithm. For the maxPrefsPerUser,maxSimilaritiesPerItem, and maxPrefsPerUserItemSimilarity properties I was wondering if I could get a more detailed explanation of what these properties control. I saw the description in the code, but I am just wondering how changing these values will affect the results of the algorithm, and will increasing them result in a better recommendation.
Thanks