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Showing posts with label pitfall. Show all posts
Showing posts with label pitfall. Show all posts

Tuesday, December 12, 2006

Discussion on data mining pitfalls

After a few comments on the post Garbage in, garbage out, I find interesting to discuss more precisely about existing pitfalls when applying data mining techniques. I warmly encourage you to give your ideas. Here are two possible pitfalls that I have now in mind:

  • Underfitting/overfitting
  • Data preparation (i.e. normalization, etc.)
Feel free to add elements, to discuss existing ones and perhaps give your personal experience with some of them.

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