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Overly Optimistic Prediction Results on Imbalanced Data - Flaws and Benefits of Over-sampling

Overly Optimistic Prediction Results on Imbalanced Data - Flaws and Benefits of Over-sampling

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ABSTRACT

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ABSTRACT

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Overly Optimistic Prediction Results on Imbalanced Data - Flaws and Benefits of Over-sampling

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  1. 1 Intro
  2. 2 ABSTRACT
  3. 3 NOTES ON DATA - TPEHGDB
  4. 4 NOTES ON STUDIES AND FLAWS
  5. 5 NOTES ON STUDIES REVIEWED
  6. 6 NOTES ON OVERSAMPUNG
  7. 7 PAPER COMPARISON OF RESULTS
  8. 8 NOTES ON DATA - APTOS
  9. 9 MY EXPERIMENTS - MODEL RESULTS
  10. 10 FURTHER READING

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