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How do you approach a data mining contest?

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I'm just wondering what's the process each of you use when you are faced with a new Kaggle/other contest. Most of the winners seem to have a hybrid/kitchen sink approach to things. How do you get to there? Where do you start? I'd like to hear about how you work.

submitted by naive_babes
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