Data Science, Recommender Systems, Collaborative Filtering, Artificial Intelligence, Machine Learning.
beginning of this section? It turns out that RMSE and SSE are monotonically related. This means that the lower the SSE, the lower the RMSE. With the convenient property of SVD that it minimizes SSE, we know that it also minimizes RMSE. Thus, SVD is a great tool for this optimization problem. To