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 studyingAs 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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