Concepedia

Classification Error Visualization

Classification Error Visualization is a specialized form of error visualization that explicitly represents misclassification patterns in categorical predictions, distinguishing itself by focusing on the typology, distribution, and interpretation of incorrect class assignments in supervised learning outcomes.

26

Publications

1.5K

Citations

74

Authors

50

Institutions

Publications per year

2017–2026

10

Parents

Publications

26

Cost curves: An improved method for visualizing classifier performance

Chris Drummond, Robert C. Holte · Machine Learning · 2006 · 324 citations · Full text

, , +12

Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers

Donghao Ren, Saleema Amershi, Bongshin Lee et al. · IEEE Transactions on Visualization and Computer Graphics · 2016 · 208 citations

, , +13

PyCM: Multiclass confusion matrix library in Python

Sepand Haghighi, Masoomeh Jasemi, Shaahin Hessabi et al. · The Journal of Open Source Software · 2018 · 171 citations · Full text

, , +13

Visual Methods for Analyzing Probabilistic Classification Data

Bilal Alsallakh, Allan Hanbury, Helwig Hauser et al. · IEEE Transactions on Visualization and Computer Graphics · 2014 · 111 citations

, , +12

ConfusionVis: Comparative evaluation and selection of multi-class classifiers based on confusion matrices

Andreas Theissler, Mark R. Thomas, Michael Burch et al. · Knowledge-Based Systems · 2022 · 91 citations · Full text

, , +14

1–5 of 26

Authors

74

  1. CD
    Chris Drummond

    University of Ottawa, Canada

    3 publications · 380 citations

    3

    h-index

  2. RC
    Robert C. Holte

    University of Alberta, Canada

    3 publications · 380 citations

    3

    h-index

  3. AR
    Andreas Rauber

    TU Wien, Austria

    1 publications · 111 citations

    1

    h-index

  4. PT
    Peter Tischer

    Monash University, Australia

    1 publications · 13 citations

    1

    h-index

  5. OM
    Ofra Magidor

    University of Oxford, United Kingdom

    1 publications · 41 citations

    1

    h-index

1–5 of 74

Institutions

50

  1. University of Alberta

    Edmonton, Canada

    3 h-index

    3 publications

    380 citations

  2. National Research Council Canada

    Ottawa, Canada

    2 h-index

    2 publications

    337 citations

  3. Laboratoire Bordelais de Recherche en Informatique

    Talence, France

    1 h-index

    4 publications

    116 citations

  4. Bio-Synthesis (United States)

    Lewisville, United States

    1 h-index

    1 publications

    18 citations

  5. Pennsylvania State University

    State College, United States

    1 h-index

    1 publications

    11 citations

  6. Universidad de Oviedo

    Oviedo, Spain

    1 h-index

    2 publications

    32 citations

  7. Universitat Politècnica de València

    Valencia, Spain

    1 h-index

    2 publications

    122 citations

  8. University of Oxford

    Oxford, United Kingdom

    1 h-index

    1 publications

    41 citations

1–8 of 50

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 3 publications · 375 citations

    3

    h-index

  2. Knowledge-Based Systems

    1 publications · 91 citations

    1

    h-index

  3. Information Sciences

    1 publications · 42 citations

    1

    h-index

  4. Diabetes Research and Clinical Practice

    1 publications · 43 citations

    1

    h-index

  5. IEEE Access

    1 publications · 28 citations

    1

    h-index

1–5