Concepedia

Classification Accuracy Index

The Classification Accuracy Index is a quantitative metric within the Contrasting Groups Method that measures the proportion of correctly classified cases when assigning individuals to performance categories based on predefined cut scores, distinguishing itself from other validity indices by focusing specifically on classification consistency between empirical data and expert judgments.

105

Publications

11.3K

Citations

352

Authors

178

Institutions

Publications per year

2017–2026

54

Parents

Publications

105

A systematic analysis of performance measures for classification tasks

Marina Sokolova, Guy Lapalme · Information Processing & Management · 2009 · 6.5K citations

, , +15

Large-scale analysis of the accuracy of the journal classification systems of Web of Science and Scopus

Qi Wang, Ludo Waltman · Journal of Informetrics · 2016 · 400 citations · Full text

, , +11

Combining diagnostic test results to increase accuracy

M. S. Pepe · Biostatistics · 2000 · 306 citations · Full text

, , +14

Performance of the entropy as an index of classification accuracy in latent profile analysis: A Monte Carlo simulation study

Meng‐Cheng Wang, Qiaowen DENG, Xiangyang Bi et al. · Acta Psychologica Sinica · 2017 · 264 citations

, , +10

On the statistical analysis of ROC curves

Mary Lou Thompson, Walter Zucchini · Statistics in Medicine · 1989 · 225 citations

, , +17

1–5 of 105

Authors

352

  1. MJ
    Manjari Joshi

    University of Maryland, Baltimore, United States

    2 publications · 42 citations

    2

    h-index

  2. WL
    Won‐Chan Lee

    University of Iowa, United States

    2 publications · 91 citations

    2

    h-index

  3. RA
    Reza Abbasi-Asl

    University of California, San Francisco, United States

    2 publications · 48 citations

    2

    h-index

  4. RL
    Robert L. Brennan

    University of Iowa, United States

    2 publications · 91 citations

    2

    h-index

  5. JL
    José Luis García Balboa

    Universidad de Jaén, Spain

    2 publications · 64 citations

    2

    h-index

1–5 of 352

Institutions

178

  1. University of Genoa

    Genoa, Italy

    3 h-index

    8 publications

    145 citations

  2. Duke University

    Durham, United States

    2 h-index

    2 publications

    81 citations

  3. University of Windsor

    Windsor, Canada

    2 h-index

    2 publications

    42 citations

  4. University of Maryland, Baltimore

    Baltimore, United States

    2 h-index

    4 publications

    84 citations

  5. Universidad de Jaén

    Jaén, Spain

    2 h-index

    8 publications

    256 citations

  6. University of Nevada, Las Vegas

    Las Vegas, United States

    2 h-index

    7 publications

    162 citations

  7. Beijing Normal University

    Beijing, China

    2 h-index

    4 publications

    108 citations

  8. U-M Rogel Cancer Center

    Ann Arbor, United States

    2 h-index

    2 publications

    42 citations

1–8 of 178

Venues

  1. Applied Psychological Measurement

    4 publications · 131 citations

    4

    h-index

  2. Statistics in Medicine

    3 publications · 369 citations

    3

    h-index

  3. arXiv (Cornell University)

    Repository · 3 publications · 61 citations

    3

    h-index

  4. 2

    h-index

  5. Frontiers in Aging Neuroscience

    2 publications · 252 citations

    2

    h-index

1–5