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  1. How do you know if your model overfits?
  2. How do you assess the results of a logistic regression?
  3. Which evaluation metrics you know? Something apart from accuracy?
  4. Which is better: Too many false positives or too many false negatives?
  5. What precision and recall are?
  6. What is a ROC curve? Write pseudo-code to generate the data for such a curve.
  7. What is AU ROC (AUC)?
  8. Do you know about Concordance or Lift?

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