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My comment on this would be that the winner of a particular competition might not be the best model (in fact they are likely to be sneaky, e.g.extract information about the distribution of the hold out set and tune for that), but they are a great way to get a survey of the state of the art by looking in general at the types of approaches used by the top competitors. There is definitely information there.


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