Concepedia

Mean Absolute Error

Mean Absolute Error is a forecast verification metric that quantifies the average magnitude of prediction errors by computing the arithmetic mean of absolute differences between predicted and observed values across a set of forecasts.

4.5K

Publications

274K

Citations

16.1K

Authors

4.2K

Institutions

Publications per year

2017–2026

2.6K

Variants

Mae

Parents

Publications

4.5K

Accurate Molecular Van Der Waals Interactions from Ground-State Electron Density and Free-Atom Reference Data

Alexandre Tkatchenko, Matthias Scheffler · Physical Review Letters · 2009 · 6.3K citations · Full text

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Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing average model performance

C. J. Willmott, Kenji Matsuura · Climate Research · 2005 · 6.1K citations · Full text

, , +15

Root mean square error (RMSE) or mean absolute error (MAE)? – Arguments against avoiding RMSE in the literature

Tianfeng Chai, Roland R. Draxler · Geoscientific model development · 2014 · 6.1K citations · Full text

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Strictly Proper Scoring Rules, Prediction, and Estimation

Tilmann Gneiting, Adrian E. Raftery · Journal of the American Statistical Association · 2007 · 5.5K citations

, , +16

Another look at measures of forecast accuracy

Rob J. Hyndman, Anne B. Koehler · International Journal of Forecasting · 2006 · 5.3K citations

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1–5 of 4.5K

Authors

16.1K

  1. ÖK
    Özgür Kişi

    Ilia State University, Georgia

    24 publications · 1.3K citations

    20

    h-index

  2. KJ
    Kenneth J. Hoffer

    Fondazione G.B. Bietti, Italy

    12 publications · 720 citations

    12

    h-index

  3. GS
    Giacomo Savini

    Fondazione G.B. Bietti, Italy

    12 publications · 473 citations

    12

    h-index

  4. YN
    Y. Neuvo

    11 publications · 291 citations

    10

    h-index

  5. EJ
    Edward J. Coyle

    Purdue University West Lafayette, United States

    8 publications · 629 citations

    8

    h-index

1–5 of 16.1K

Institutions

4.2K

  1. Chinese Academy of Sciences

    Beijing, China

    37 h-index

    255 publications

    11K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    24 h-index

    118 publications

    6.3K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    22 h-index

    83 publications

    2.8K citations

  4. Georgia Institute of Technology

    Atlanta, United States

    21 h-index

    51 publications

    8.4K citations

  5. University of Tehran

    Tehran, Iran

    21 h-index

    67 publications

    2.6K citations

  6. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    21 h-index

    47 publications

    2.1K citations

  7. University College London

    London, United Kingdom

    21 h-index

    64 publications

    3.7K citations

  8. Wuhan University

    Wuhan, China

    19 h-index

    100 publications

    3K citations

1–8 of 4.2K

Venues

  1. The Journal of Chemical Physics

    81 publications · 16.7K citations

    44

    h-index

  2. Journal of Cataract & Refractive Surgery

    56 publications · 3.6K citations

    35

    h-index

  3. Journal of Chemical Theory and Computation

    JCTC · 55 publications · 3.8K citations

    35

    h-index

  4. Energies

    62 publications · 3.4K citations

    34

    h-index

  5. IEEE Access

    67 publications · 4.1K citations

    32

    h-index

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