Concepedia

Cross-validated Model Selection

Cross-Validated Model Selection is a model selection procedure that belongs to the class of resampling techniques and is distinguished by its use of cross-validation to estimate the predictive performance of candidate models, thereby enabling the selection of the optimal model based on generalization accuracy.

76

Publications

15.4K

Citations

163

Authors

116

Institutions

Publications per year

2017–2026

16

Parents

Publications

76

A survey of cross-validation procedures for model selection

2009 · 3.8K citations

, , +14

A survey of cross-validation procedures for model selection

Statistics Surveys · 2010 · 3.3K citations · Full text

, , +14

Linear Model Selection by Cross-validation

Jun Shao · Journal of the American Statistical Association · 1993 · 1.7K citations

, , +12

Multiple predicting <i>K</i> -fold cross-validation for model selection

Yoonsuh Jung · Journal of nonparametric statistics · 2017 · 502 citations

, , +15

Selecting a classification method by cross-validation

Cullen Schaffer · Machine Learning · 1993 · 450 citations · Full text

, , +9

1–5 of 76

Authors

163

  1. JS
    Joram Soch

    Bernstein Center for Computational Neuroscience Berlin, Germany

    3 publications · 102 citations

    3

    h-index

  2. ML
    Mikio L. Braun

    Technische Universität Berlin, Germany

    2 publications · 125 citations

    2

    h-index

  3. PE
    P. Eykhoff

    Eindhoven University of Technology, Netherlands

    2 publications · 142 citations

    2

    h-index

  4. WR
    William R. Schucany

    Southern Methodist University, United States

    2 publications · 37 citations

    2

    h-index

  5. JH
    John­–Dylan Haynes

    Bernstein Center for Computational Neuroscience Berlin, Germany

    2 publications · 69 citations

    2

    h-index

1–5 of 163

Institutions

116

  1. Bernstein Center for Computational Neuroscience Berlin

    Berlin, Germany

    3 h-index

    8 publications

    252 citations

  2. University of South Florida

    Tampa, United States

    2 h-index

    2 publications

    240 citations

  3. Universitatea Națională de Știință și Tehnologie Politehnica București

    Bucharest, Romania

    2 h-index

    2 publications

    142 citations

  4. Humboldt-Universität zu Berlin

    Berlin, Germany

    2 h-index

    4 publications

    138 citations

  5. Uppsala University

    Uppsala, Sweden

    2 h-index

    2 publications

    142 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    2 publications

    307 citations

  7. Centre for European Economic Research

    Mannheim, Germany

    2 h-index

    4 publications

    738 citations

  8. University College London

    London, United Kingdom

    2 h-index

    2 publications

    105 citations

1–8 of 116

Venues

  1. NeuroImage

    3 publications · 102 citations

    3

    h-index

  2. 3

    h-index

  3. arXiv (Cornell University)

    Repository · 3 publications · 53 citations

    3

    h-index

  4. Journal of Marketing Research

    2 publications · 67 citations

    2

    h-index

  5. Journal of Econometrics

    2 publications · 585 citations

    2

    h-index

1–5