Weighted By Taste, Not By Genre
A neighbourhood recommender predicts user 's rating for item as the similarity-weighted average of ratings from users who already rated it:
Three neighbours have rated the film Dune:
| neighbour | similarity to | rating of Dune |
|---|---|---|
| A | 0.8 | 5 |
| B | 0.4 | 2 |
| C | 0.2 | 1 |
What does the model predict on the 1 to 5 scale?
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