Concepedia

Cross-validation Stability

Cross-Validation Stability is a methodological metric that quantifies the consistency of model performance estimates across different data partitions in cross-validation procedures, distinguishing itself by assessing the robustness of predictive accuracy to variations in training and validation subsets.

25

Publications

1.9K

Citations

59

Authors

43

Institutions

Publications per year

2017–2026

5

Parents

Publications

25

Cross-validation of component models: A critical look at current methods

Rasmus Bro, Karin Kjeldahl, Age K. Smilde et al. · Analytical and Bioanalytical Chemistry · 2008 · 350 citations

, , +14

Study on the Impact of Partition-Induced Dataset Shift on <formula formulatype="inline"><tex Notation="TeX">$k$</tex></formula>-Fold Cross-Validation

Jose G. Moreno-Torres, José A. Sáez, Francisco Herrera · IEEE Transactions on Neural Networks and Learning Systems · 2012 · 301 citations

, , +16

Consistent cross-validatory model-selection for dependent data: hv-block cross-validation

Jeffrey S. Racine · Journal of Econometrics · 2000 · 205 citations

, , +16

Asymptotics of cross-validated risk estimation in estimator selection and performance assessment

Sandrine Dudoit, Mark J. van der Laan · Statistical Methodology · 2005 · 171 citations

, , +6

Stability

Bin Yu · Bernoulli · 2013 · 114 citations · Full text

, , +16

1–5 of 25

Authors

59

  1. SV
    Sergei Vassilvitskii

    Google (United States), United States

    2 publications · 45 citations

    2

    h-index

  2. KK
    Karin Kjeldahl

    University of Copenhagen, Denmark

    1 publications · 350 citations

    1

    h-index

  3. WZ
    Wenda Zhou

    Princeton University, United States

    1 publications · 12 citations

    1

    h-index

  4. ZY
    Zakariya Yahya Algamal

    University of Mosul, Iraq

    1 publications · 46 citations

    1

    h-index

  5. MP
    Michael Pencina

    Boston University, United States

    1 publications · 103 citations

    1

    h-index

1–5 of 59

Institutions

43

  1. Harris–Stowe State University

    St Louis, United States

    1 h-index

    1 publications

    19 citations

  2. Yahoo (United Kingdom)

    London, United Kingdom

    1 h-index

    3 publications

    96 citations

  3. National Academies of Sciences, Engineering, and Medicine

    Washington, United States

    1 h-index

    1 publications

    15 citations

  4. University of Aizu

    Fukushima, Japan

    1 h-index

    1 publications

    25 citations

  5. Clinical Research Institute

    Plymouth, United States

    1 h-index

    1 publications

    103 citations

  6. University of Copenhagen

    Copenhagen, Denmark

    1 h-index

    2 publications

    700 citations

  7. IBM (United States)

    Armonk, United States

    1 h-index

    1 publications

    96 citations

  8. Columbia University Irving Medical Center

    New York, United States

    1 h-index

    1 publications

    103 citations

1–8 of 43

Venues

  1. Journal of Computational and Graphical Statistics

    JCGS · 2 publications · 147 citations

    2

    h-index

  2. Analytical and Bioanalytical Chemistry

    2 publications · 433 citations

    2

    h-index

  3. 1

    h-index

  4. Statistical Methodology

    1 publications · 171 citations

    1

    h-index

  5. Journal of Consulting Psychology

    1 publications · 19 citations

    1

    h-index

1–5