Concepedia

Mean Absolute Error Analysis

Mean Absolute Error Analysis is a statistical evaluation method that quantifies the average magnitude of prediction errors by computing the mean of absolute differences between predicted and observed values, distinguishing itself from other error metrics through its linear weighting of deviations regardless of direction.

868

Publications

53.3K

Citations

3K

Authors

1.3K

Institutions

Publications per year

2017–2026

388

Parents

Publications

868

The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation

Davide Chicco, Matthijs J. Warrens, Giuseppe Jurman · PeerJ Computer Science · 2021 · 4.9K citations · Full text

, , +12

A complete basis set model chemistry. VI. Use of density functional geometries and frequencies

John A. Montgomery, Michael J. Frisch, Joseph W. Ochterski et al. · The Journal of Chemical Physics · 1999 · 2.7K citations

, , +11

Root-mean-square error (RMSE) or mean absolute error (MAE): when to use them or not

Timothy Hodson · Geoscientific model development · 2022 · 1.7K citations · Full text

, , +10

In utero analysis of fetal growth: a sonographic weight standard.

F P Hadlock, R B Harrist, Juan Martinez‐Poyer · Radiology · 1991 · 1.3K citations

, , +17

A new metric of absolute percentage error for intermittent demand forecasts

Sung‐Il Kim, Heeyoung Kim · International Journal of Forecasting · 2016 · 1.1K citations · Full text

, , +15

1–5 of 868

Authors

3K

  1. YN
    Y. Neuvo

    9 publications · 253 citations

    9

    h-index

  2. EJ
    Edward J. Coyle

    Purdue University West Lafayette, United States

    6 publications · 476 citations

    6

    h-index

  3. MG
    Moncef Gabbouj

    6 publications · 199 citations

    6

    h-index

  4. AA
    Alexander A. Voityuk

    Universitat de Girona, Spain

    4 publications · 440 citations

    4

    h-index

  5. LB
    Leonid B. Krivdin

    A.E. Favorsky Irkutsk Institute of Chemistry, Russia

    4 publications · 61 citations

    4

    h-index

1–5 of 3K

Institutions

1.3K

  1. Centre National de la Recherche Scientifique

    Paris, France

    11 h-index

    33 publications

    1.4K citations

  2. Chinese Academy of Sciences

    Beijing, China

    9 h-index

    33 publications

    908 citations

  3. Tampere University of Applied Sciences

    Tampere, Finland

    9 h-index

    24 publications

    1.1K citations

  4. University of Wisconsin–Madison

    Madison, United States

    8 h-index

    15 publications

    1.1K citations

  5. Purdue University West Lafayette

    West Lafayette, United States

    8 h-index

    16 publications

    1.3K citations

  6. University College London

    London, United Kingdom

    8 h-index

    26 publications

    1.4K citations

  7. Johns Hopkins University

    Baltimore, United States

    7 h-index

    25 publications

    620 citations

  8. University of Florida

    Gainesville, United States

    7 h-index

    14 publications

    721 citations

1–8 of 1.3K

Venues

  1. The Journal of Chemical Physics

    22 publications · 5.2K citations

    18

    h-index

  2. Journal of Chemical Theory and Computation

    JCTC · 14 publications · 773 citations

    14

    h-index

  3. Journal of Cataract & Refractive Surgery

    14 publications · 1.4K citations

    13

    h-index

  4. Scientific Reports

    12 publications · 437 citations

    12

    h-index

  5. Perceptual and Motor Skills

    10 publications · 271 citations

    10

    h-index

1–5