Concepedia

Predictor Stability

Predictor Stability is a methodological criterion in feature stability analysis that assesses the consistency with which a predictive model retains relevant features across varying datasets or perturbations, distinguishing itself by focusing on the robustness of input variable selection rather than model performance or parameter estimates.

35

Publications

2.6K

Citations

93

Authors

45

Institutions

Publications per year

2017–2026

6

Parents

Publications

35

Heuristics of instability and stabilization in model selection

Leo Breiman · The Annals of Statistics · 1996 · 1.2K citations

, , +13

Is approximate number precision a stable predictor of math ability?

Melissa E. Libertus, Lisa Feigenson, Justin Halberda · Learning and Individual Differences · 2013 · 236 citations · Full text

, , +13

Stability of multivariable fractional polynomial models with selection of variables and transformations: a bootstrap investigation

Patrick Royston, Willi Sauerbrei · Statistics in Medicine · 2003 · 121 citations

, , +15

Stability

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

, , +16

Personalised nutrition: What makes you so special?

James A. Betts, Javier T. Gonzalez · Nutrition Bulletin · 2016 · 77 citations

, , +7

1–5 of 35

Authors

93

  1. YR
    Yvonne Racine

    McMaster University, Canada

    2 publications · 140 citations

    2

    h-index

  2. SB
    Stephen Brown

    University of Ulster, United Kingdom

    2 publications · 140 citations

    2

    h-index

  3. KB
    Kathryn Bennett

    McMaster University, Canada

    2 publications · 140 citations

    2

    h-index

  4. EL
    Ellen L. Lipman

    McMaster University, Canada

    2 publications · 140 citations

    2

    h-index

  5. FJ
    Francisco J. Abad

    Universidad Autónoma de Madrid, Spain

    1 publications · 25 citations

    1

    h-index

1–5 of 93

Institutions

45

  1. Tel Aviv University

    Tel Aviv, Israel

    2 h-index

    4 publications

    156 citations

  2. University of New England

    Armidale, Australia

    1 h-index

    2 publications

    78 citations

  3. Stockholm University

    Stockholm, Sweden

    1 h-index

    1 publications

    37 citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    1 h-index

    2 publications

    28 citations

  5. Royal Stoke University Hospital

    Stoke-on-Trent, United Kingdom

    1 h-index

    3 publications

    132 citations

  6. University of Missouri

    Columbia, United States

    1 h-index

    3 publications

    150 citations

  7. Lockheed Martin (United States)

    Bethesda, United States

    1 h-index

    1 publications

    11 citations

  8. Universidad Autónoma de Madrid

    Madrid, Spain

    1 h-index

    2 publications

    50 citations

1–8 of 45

Venues

  1. Journal of the ACM

    JACM · 2 publications · 108 citations

    2

    h-index

  2. Journal of Consulting and Clinical Psychology

    2 publications · 140 citations

    2

    h-index

  3. Crop Science

    1 publications · 14 citations

    1

    h-index

  4. Mathematics of Computation

    MCOM · 1 publications · 16 citations

    1

    h-index

  5. ISA Transactions

    1 publications · 48 citations

    1

    h-index

1–5