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Prizes were based on improvement over Netflix's own algorithm, called Cinematch, or the previous year's score if a team has made improvement beyond a certain threshold.A trivial algorithm that predicts for each movie in the quiz set its average grade from the training data produces an RMSE of 1.0540.
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Netflix posted its first profit in 2003, earning $6.5 million on revenues of $272 million; by 2004, profit had increased to $49 million on over $500 million in revenues. [33] In 2005, 35,000 different films were available, and Netflix shipped 1 million DVDs out every day. [34]
All DOI prefixes are of the form "10.NNNN" where 10 is a directory indicator and "NNNN" is a registrant code in the range 1-65535 (e.g. EIDR content records use is 10.5240) The DOI data model provides the means to associate metadata with each object, as well as policies governing its use.
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