Calibration: the Achilles heel of predictive analytics

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

doi:10.1186/s12916-019-1466-7

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 journal › Article › Academic › peer-review

Original language	English
Article number	230
Number of pages	7
Journal	BMC Medicine
Volume	17
Issue number	1
DOIs	https://doi.org/10.1186/s12916-019-1466-7
Publication status	Published - 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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10.1186/s12916-019-1466-7Licence: CC BY

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

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KW - VALIDATION

KW - IMPACT

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