Movie rating prediction

May 5, 2015

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Algorithms

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As a result of my Master's thesis is a model for predicting the rating of movies based on the data from the IMDb database.
The model is based on publicly available data from the database IMDb (http://www.imdb.com/interfaces, see http://www.imdb.com/help/show_leaf?usedatasoftware). Rating movies is predicted using an algorithm Boosted Decision Tree with optimal settings found using the Sweep Parameters module. The set of features is selected also experimentally to achieve the best results.