Concepedia

Classification Agreement

Classification Agreement is a methodological construct in machine learning research that specifies the criteria and mechanisms by which multiple classifiers or human annotators achieve consistent categorical assignments for a given set of instances, thereby enabling reliable evaluation of model performance and data quality.

144

Publications

7.6K

Citations

612

Authors

334

Institutions

Publications per year

2017–2026

45

Parents

Publications

144

Measuring Socioeconomic Status

Paul T. Cirino, Christopher E. Chin, Rose A. Sevcik et al. · Assessment · 2002 · 364 citations

, , +13

Why Cohen’s Kappa should be avoided as performance measure in classification

Rosario Delgado, Xavier‐Andoni Tibau · PLoS ONE · 2019 · 332 citations · Full text

, , +12

Statistical Methods to Partition Effects of Quantity and Location During Comparison of Categorical Maps at Multiple Resolutions

R. Gil Pontius · Clark Digital Commons (Clark University) · 2002 · 302 citations

, , +12

Consensus indices for comparing classifications

F. James Rohlf · Mathematical Biosciences · 1982 · 298 citations

, , +6

Defining Neurocognitive Impairment in HIV: Deficit Scores Versus Clinical Ratings

Kaitlin Blackstone, David J. Moore, Donald Franklin et al. · The Clinical Neuropsychologist · 2012 · 240 citations · Full text

, , +16

1–5 of 144

Authors

612

  1. GJ
    Gregory J. Welk

    Iowa State University, United States

    6 publications · 202 citations

    6

    h-index

  2. JA
    Jodee A. Schaben

    Iowa State University, United States

    3 publications · 76 citations

    3

    h-index

  3. YK
    Youngwon Kim

    MRC Epidemiology Unit, United Kingdom

    2 publications · 105 citations

    2

    h-index

  4. AM
    Amanda M. VanDerHeyden

    University of California, Santa Barbara, United States

    2 publications · 106 citations

    2

    h-index

  5. MP
    Massimo Poesio

    University of Essex, United Kingdom

    2 publications · 146 citations

    2

    h-index

1–5 of 612

Institutions

334

  1. University College London

    London, United Kingdom

    4 h-index

    5 publications

    595 citations

  2. Iowa State University

    Ames, United States

    4 h-index

    8 publications

    345 citations

  3. University of British Columbia

    Vancouver, Canada

    3 h-index

    4 publications

    213 citations

  4. University of Washington

    Seattle, United States

    3 h-index

    8 publications

    771 citations

  5. Johns Hopkins University

    Baltimore, United States

    3 h-index

    3 publications

    269 citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    6 publications

    315 citations

  7. University of California, Berkeley

    Berkeley, United States

    3 h-index

    3 publications

    127 citations

  8. Deakin University

    Burwood, Australia

    3 h-index

    3 publications

    93 citations

1–8 of 334

Venues

  1. PLoS ONE

    6 publications · 586 citations

    6

    h-index

  2. PubMed

    Repository · 4 publications · 80 citations

    4

    h-index

  3. Journal of Physical Activity and Health

    JPAH · 2 publications · 49 citations

    2

    h-index

  4. Educational and Psychological Measurement

    2 publications · 178 citations

    2

    h-index

  5. International Journal of Remote Sensing

    2 publications · 37 citations

    2

    h-index

1–5