Concepedia

Predictive Model Performance

Predictive Model Performance is a quantitative assessment metric that evaluates the accuracy, reliability, and generalizability of a predictive model in forecasting frailty outcomes based on predefined validation criteria and clinical relevance.

7K

Publications

440.5K

Citations

33.9K

Authors

6.8K

Institutions

Publications per year

2017–2026

5K

Parents

Publications

7K

Summarizing multiple aspects of model performance in a single diagram

Karl E. Taylor · Journal of Geophysical Research Atmospheres · 2001 · 8.7K citations

, , +16

Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation

Steven J. Phillips · Ecography · 2008 · 6.8K citations · Full text

, , +13

A working guide to boosted regression trees

Jane Elith, John R. Leathwick, Trevor Hastie · Journal of Animal Ecology · 2008 · 6.5K citations · Full text

, , +14

Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing average model performance

C. J. Willmott, Kenji Matsuura · Climate Research · 2005 · 6.1K citations · Full text

, , +15

Root mean square error (RMSE) or mean absolute error (MAE)? – Arguments against avoiding RMSE in the literature

Tianfeng Chai, Roland R. Draxler · Geoscientific model development · 2014 · 6.1K citations · Full text

, , +12

1–5 of 7K

Authors

33.9K

  1. EW
    Ewout W. Steyerberg

    Erasmus MC, Netherlands

    46 publications · 10.5K citations

    31

    h-index

  2. KG
    Karel G.M. Moons

    University Medical Center Utrecht, Netherlands

    22 publications · 5K citations

    18

    h-index

  3. BV
    Ben Van Calster

    KU Leuven, Belgium

    18 publications · 2.1K citations

    15

    h-index

  4. RD
    Richard D Riley

    Keele University, United Kingdom

    15 publications · 5K citations

    15

    h-index

  5. MV
    Maarten van Smeden

    University Medical Center Utrecht, Netherlands

    15 publications · 2.6K citations

    14

    h-index

1–5 of 33.9K

Institutions

6.8K

  1. Harvard University

    Cambridge, United States

    54 h-index

    491 publications

    40.3K citations

  2. University College London

    London, United Kingdom

    43 h-index

    297 publications

    48.7K citations

  3. University of Cambridge

    Cambridge, United Kingdom

    42 h-index

    196 publications

    15.3K citations

  4. University of Washington

    Seattle, United States

    40 h-index

    188 publications

    20.6K citations

  5. Stanford University

    Stanford, United States

    35 h-index

    254 publications

    24.2K citations

  6. University of Oxford

    Oxford, United Kingdom

    35 h-index

    183 publications

    25.3K citations

  7. Duke University

    Durham, United States

    35 h-index

    151 publications

    19.9K citations

  8. Massachusetts General Hospital

    Boston, United States

    35 h-index

    257 publications

    31.2K citations

1–8 of 6.8K

Venues

  1. Scientific Reports

    187 publications · 9.7K citations

    52

    h-index

  2. PLoS ONE

    166 publications · 8.1K citations

    51

    h-index

  3. Bioinformatics

    61 publications · 7K citations

    37

    h-index

  4. arXiv (Cornell University)

    Repository · 120 publications · 6.5K citations

    36

    h-index

  5. Statistics in Medicine

    46 publications · 7K citations

    33

    h-index

1–5