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Mind Matters Reporting on Natural and Artificial Intelligence

TagRonald Fisher

Snooping Dmitry Ratushny Unsplash 1455368109333-ebc686ad6c58

Machine Learning, Part 3: Don’t Snoop on Your Data

You risk using a feature for prediction that is common to the dataset, but not to the problem you are studying

As long as we can establish that our theories, hypotheses, and/or models are independent of the data, then we can trust that their predictive power will generalize beyond the data we have observed.

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