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Have you considered having two datasets? The "development" dataset which is public, and the "competition" dataset which is private?

That might help against algorithms that are (accidentally, or on purpose) tuned to the specific dataset.



Yeah if you are releasing the competition dataset then it can and will 100% be gamed. What is to stop me from just hardcoding and printing the result without any computation?


Your code is submitted (per parent comment)


Sure, but who is manually checking every entry?


You don't need to check every entry, just the top few.




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