This is a discussion of issues in risk prediction based on the following papers: "Probability estimation with machine learning methods for dichotomous and multicategory outcome: Theory" by Jochen Kruppa, Yufeng Liu, Gérard Biau, Michael Kohler, Inke R. König, James D. Malley, and Andreas Ziegler; and "Probability estimation with machine learning methods for dichotomous and multicategory outcome: Applications" by Jochen Kruppa, Yufeng Liu, Hans-Christian Diener, Theresa Holste, Christian Weimar, Inke R. König, and Andreas Ziegler.

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doi.org/10.1002/bimj.201300297, hdl.handle.net/1765/60645
Biometrical Journal
Erasmus MC: University Medical Center Rotterdam

Steyerberg, E., van der Ploeg, T., & Van Calster, B. (2014). Risk prediction with machine learning and regression methods. Biometrical Journal (Vol. 56, pp. 601–606). doi:10.1002/bimj.201300297