Calibration: the Achilles heel of predictive analytics

Ben van Calster*, David J. McLernon, Maarten van Smeden, Laure Wynants, Ewout W. Steyerberg, Topic Group ‘Evaluating diagnostic tests and prediction models’ of the 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

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