Calibration: the Achilles heel of predictive analytics

Ben van Calster*, David J. McLernon, Maarten van Smeden, Laure Wynants, Ewout W. Steyerberg, STRATOS Initiative

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Article number230
Number of pages7
JournalBMC Medicine
Volume17
Issue number1
DOIs
Publication statusPublished - 16 Dec 2019

Keywords

  • Calibration
  • Risk prediction models
  • Predictive analytics
  • Overfitting
  • Heterogeneity
  • Model performance
  • LOGISTIC-REGRESSION MODELS
  • OVARIAN-CANCER
  • VALIDATION
  • IMPACT
  • IVF

Cite this

van Calster, B., McLernon, D. J., van Smeden, M., Wynants, L., Steyerberg, E. W., & STRATOS Initiative (2019). Calibration: the Achilles heel of predictive analytics. BMC Medicine, 17(1), [230]. https://doi.org/10.1186/s12916-019-1466-7