Correction: Understanding overfitting in random forest for probability estimation: a visualization and simulation study

Lasai Barreñada^{1

2}, Paula Dhiman³, Dirk Timmerman^{1

4}, Anne-Laure Boulesteix^{5

6}, Ben Van Calster^{7

8

9}

Affiliations

¹ Department of Development and Regeneration, Louvain, KU, Belgium.
² Leuven Unit for Health Technology Assessment Research (LUHTAR), Louvain, KU, Belgium.
³ Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK.
⁴ Department of Obstetrics and Gynecology, University Hospitals Leuven, Louvain, Belgium.
⁵ Institute for Medical Information Processing, Biometry and Epidemiology, Faculty of Medicine, LMU Munich, Munich, Germany.
⁶ Munich Center for Machine Learning, Munich, Germany.
⁷ Department of Development and Regeneration, Louvain, KU, Belgium. ben.vancalster@kuleuven.be.
⁸ Leuven Unit for Health Technology Assessment Research (LUHTAR), Louvain, KU, Belgium. ben.vancalster@kuleuven.be.
⁹ Department of Biomedical Data Sciences, Leiden University Medical Centre, Leiden, the Netherlands. ben.vancalster@kuleuven.be.

Published Erratum

Lasai Barreñada et al. Diagn Progn Res. 2025.

. 2025 Apr 2;9(1):9.

doi: 10.1186/s41512-025-00189-5.

Lasai Barreñada^{1

2}, Paula Dhiman³, Dirk Timmerman^{1

4}, Anne-Laure Boulesteix^{5

6}, Ben Van Calster^{7

8

9}

¹ Department of Development and Regeneration, Louvain, KU, Belgium.
² Leuven Unit for Health Technology Assessment Research (LUHTAR), Louvain, KU, Belgium.
³ Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK.
⁴ Department of Obstetrics and Gynecology, University Hospitals Leuven, Louvain, Belgium.
⁵ Institute for Medical Information Processing, Biometry and Epidemiology, Faculty of Medicine, LMU Munich, Munich, Germany.
⁶ Munich Center for Machine Learning, Munich, Germany.
⁷ Department of Development and Regeneration, Louvain, KU, Belgium. ben.vancalster@kuleuven.be.
⁸ Leuven Unit for Health Technology Assessment Research (LUHTAR), Louvain, KU, Belgium. ben.vancalster@kuleuven.be.
⁹ Department of Biomedical Data Sciences, Leiden University Medical Centre, Leiden, the Netherlands. ben.vancalster@kuleuven.be.

No abstract available

Erratum for

Understanding overfitting in random forest for probability estimation: a visualization and simulation study.
Barreñada L, Dhiman P, Timmerman D, Boulesteix AL, Van Calster B. Barreñada L, et al. Diagn Progn Res. 2024 Sep 27;8(1):14. doi: 10.1186/s41512-024-00177-1. Diagn Progn Res. 2024. PMID: 39334348 Free PMC article.

1. Barreñada L, Dhiman P, Timmerman D, et al. Understanding overfitting in random forest for probability estimation: a visualization and simulation study. Diagn Progn Res. 2024;8:14. 10.1186/s41512-024-00177-1. - PMC - PubMed