Concepedia

Confusion Matrix Visualization

Confusion Matrix Visualization is a type of heatmap visualization that graphically represents the performance of a classification model by displaying the counts or proportions of true and predicted labels in a matrix format, where the rows correspond to actual classes and the columns to predicted classes.

21

Publications

1.5K

Citations

89

Authors

48

Institutions

Publications per year

2017–2026

13

Parents

Publications

21

EnsembleMatrix

Justin Talbot, Bongshin Lee, Ashish Kapoor et al. · 2009 · 227 citations

, , +16

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

Interactive optimization for steering machine classification

Ashish Kapoor, Bongshin Lee, Desney Tan et al. · 2010 · 134 citations

, , +11

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

1–5 of 21

Authors

89

  1. DT
    Desney Tan

    Microsoft (United States), United States

    2 publications · 361 citations

    2

    h-index

  2. DR
    Donghao Ren

    University of California, Santa Barbara, United States

    2 publications · 275 citations

    2

    h-index

  3. AK
    Ashish Kapoor

    Microsoft (United States), United States

    2 publications · 361 citations

    2

    h-index

  4. BL
    Bongshin Lee

    Microsoft (United States), United States

    2 publications · 361 citations

    2

    h-index

  5. CP
    Chanhee Park

    Yonsei University, South Korea

    1 publications · 13 citations

    1

    h-index

1–5 of 89

Institutions

48

  1. Tsinghua University

    Beijing, China

    2 h-index

    8 publications

    696 citations

  2. Microsoft (United States)

    Redmond, United States

    2 h-index

    7 publications

    1.2K citations

  3. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    2 h-index

    5 publications

    931 citations

  4. Sungkyunkwan University

    Seoul, South Korea

    1 h-index

    2 publications

    86 citations

  5. Imperial College London

    London, United Kingdom

    1 h-index

    2 publications

    112 citations

  6. University of Bergamo

    Bergamo, Italy

    1 h-index

    2 publications

    56 citations

  7. Asia Pacific College

    Makati City, Philippines

    1 h-index

    3 publications

    93 citations

  8. TU Wien

    Vienna, Austria

    1 h-index

    4 publications

    444 citations

1–8 of 48

Venues

  1. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 5 publications · 549 citations

    5

    h-index

  2. The Journal of Open Source Software

    JOSS · 1 publications · 171 citations

    1

    h-index

  3. Perception & Psychophysics

    1 publications · 96 citations

    1

    h-index

  4. IEEE Access

    1 publications · 28 citations

    1

    h-index

  5. Computational Intelligence and Neuroscience

    1 publications · 26 citations

    1

    h-index

1–5