Concepedia

Cross-model Validation

Cross-Model Validation is a methodological procedure in computational or theoretical research that belongs to the class of validation techniques, distinguished by its systematic evaluation of a model’s outputs, assumptions, or predictions against those of another independently developed model to assess consistency, generalizability, or robustness across differing architectural or inferential frameworks.

48

Publications

4.4K

Citations

183

Authors

96

Institutions

Publications per year

2017–2026

9

Parents

Publications

48

Assessment of PLSDA cross validation

Johan A. Westerhuis, Huub C. J. Hoefsloot, Suzanne Smit et al. · Metabolomics · 2008 · 1.4K citations · Full text

, , +15

Multiple surrogates: how cross-validation errors can help us to obtain the best predictor

Felipe Viana, Raphael T. Haftka, Valder Steffen · Structural and Multidisciplinary Optimization · 2009 · 422 citations

, , +15

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

A systematic investigation of cross-validation in GWR model estimation: empirical analysis and Monte Carlo simulations

Steven Farber, Antonio Páez · Journal of Geographical Systems · 2007 · 192 citations

, , +8

Reducing over-optimism in variable selection by cross-model validation

Endre Anderssen, Knut Dyrstad, Frank Westad et al. · Chemometrics and Intelligent Laboratory Systems · 2006 · 185 citations

, , +11

1–5 of 48

Authors

183

  1. FW
    Frank Westad

    Norwegian University of Science and Technology, Norway

    3 publications · 352 citations

    3

    h-index

  2. AK
    Age K. Smilde

    University of Amsterdam, Netherlands

    3 publications · 2K citations

    3

    h-index

  3. JA
    Johan A. Westerhuis

    University of Amsterdam, Netherlands

    2 publications · 1.6K citations

    2

    h-index

  4. HC
    Huub C. J. Hoefsloot

    University of Amsterdam, Netherlands

    2 publications · 1.6K citations

    2

    h-index

  5. JV
    John van Duynhoven

    Unilever (Netherlands), Netherlands

    2 publications · 1.6K citations

    2

    h-index

1–5 of 183

Institutions

96

  1. Norwegian University of Life Sciences

    Ås, Norway

    2 h-index

    9 publications

    537 citations

  2. Pennsylvania State University

    State College, United States

    2 h-index

    3 publications

    205 citations

  3. Norwegian University of Science and Technology

    Trondheim, Norway

    2 h-index

    4 publications

    272 citations

  4. University of Copenhagen

    Copenhagen, Denmark

    2 h-index

    3 publications

    714 citations

  5. Unilever (Netherlands)

    Rotterdam, Netherlands

    2 h-index

    13 publications

    6K citations

  6. Yale University

    New Haven, United States

    2 h-index

    13 publications

    494 citations

  7. General Electric (Norway)

    Oslo, Norway

    2 h-index

    2 publications

    217 citations

  8. Arizona State University

    Tempe, United States

    2 h-index

    4 publications

    214 citations

1–8 of 96

Venues

  1. Environmental Science & Technology

    2 publications · 81 citations

    2

    h-index

  2. Journal of Proteome Research

    JPR · 2 publications · 206 citations

    2

    h-index

  3. 2

    h-index

  4. Medical Decision Making

    MDM · 2 publications · 43 citations

    2

    h-index

  5. Fisheries Research

    1 publications · 31 citations

    1

    h-index

1–5