Data Leakage in Health Outcomes Prediction With Machine Learning. Comment on "Prediction of Incident Hypertension Within the Next Year: Prospective Study Using Statewide Electronic Health Records and Machine Learning"

J Med Internet Res. 2021 Feb 11;23(2):e10969. doi: 10.2196/10969.
No abstract available

Keywords: data leakage; machine learning; prediction.

Publication types

  • Letter
  • Comment

MeSH terms

  • Electronic Health Records*
  • Humans
  • Hypertension* / diagnosis
  • Hypertension* / epidemiology
  • Machine Learning
  • Outcome Assessment, Health Care
  • Prospective Studies