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A recommendation engine tries to predict how much a user will enjoy certain goods (movies, books, songs, etc) and makes recommendations. They are often used by online vendors to suggest new purchases.
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Why RMSE is too small?
Sorry, I'm a newbie at recommender systems, but I wrote few lines of code using the Apache Mahout library.
My dataset is pretty small, 500x100 with 8102 cells known.
The dataset is actually a subse …
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Non-negative matrix factorization in recommender systems
As I understand, in NMF we should have our three matrices elements non-negative. But I can't understand how to do it so far. Shouldn't we just initialize our factor matrices at the start with random p …