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In this paper, we build a movie rating prediction system based on selected training sets provided by MovieLens. Several machine learning related algorithms – baseline predictor, KNN, Stochastic Gradient Descent, SVD, SVD++, asymmetric SVD, integrated model and NMTF are used to predict the rating from particular users for unrated movies. RMSE(More)