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  • Collaborative Filtering and the Rise of Ensembles
    By on September 1, 2009 | Comments Off  Comments

    igrigorik writes “First the Netflix challenge was won with the help of ensemble techniques, and now the GitHub challenge is over, and more than half of the top entries are also based on ensembles. Good knowledge of statistics, psychology and algorithms is still crucial, but the ensemble technique alone has the potential to make the collaborative filtering space a lot more, well, collaborative! Here’s a look at the basic theory behind ensembles, how (more…)