Concepedia

Unbiased Evaluation

Unbiased Evaluation is a methodological framework in recommendation system assessment that systematically eliminates favoritism toward specific algorithms, datasets, or metrics, thereby ensuring that performance comparisons are determined solely by the intrinsic effectiveness of the evaluated methods under consistent and equitable conditions.

1.7K

Publications

170.8K

Citations

5.9K

Authors

2K

Institutions

Publications per year

2017–2026

475

Parents

Publications

1.7K

ESTIMATION OF AVERAGE HETEROZYGOSITY AND GENETIC DISTANCE FROM A SMALL NUMBER OF INDIVIDUALS

Masatoshi Nei · Genetics · 1978 · 11.5K citations · Full text

, , +10

How to perform a meta-analysis with R: a practical tutorial

Sara Balduzzi, Gerta Rücker, Guido Schwarzer · Evidence-Based Mental Health · 2019 · 5.6K citations · Full text

, , +15

Bias in random forest variable importance measures: Illustrations, sources and a solution

Carolin Strobl, Anne‐Laure Boulesteix, Achim Zeileis et al. · BMC Bioinformatics · 2007 · 3.6K citations · Full text

, , +16

The efficiency of systematic sampling in stereology and its prediction*

H. J. G. Gundersen, Eva B. Vedel Jensen · Journal of Microscopy · 1987 · 3.5K citations

, , +10

Estimation of the Mean of a Multivariate Normal Distribution

Charles Stein · The Annals of Statistics · 1981 · 2.8K citations · Full text

, , +15

1–5 of 1.7K

Authors

5.9K

  1. HJ
    H. J. G. Gundersen

    Aarhus University, Denmark

    6 publications · 5K citations

    6

    h-index

  2. TJ
    Thorsten Joachims

    Cornell University, United States

    5 publications · 418 citations

    5

    h-index

  3. MS
    Masashi Sugiyama

    Tokyo Institute of Technology, Japan

    4 publications · 175 citations

    4

    h-index

  4. CV
    C. V. Howard

    University of Liverpool, United Kingdom

    4 publications · 360 citations

    4

    h-index

  5. AS
    Adith Swaminathan

    Cornell University, United States

    4 publications · 214 citations

    4

    h-index

1–5 of 5.9K

Institutions

2K

  1. Centre National de la Recherche Scientifique

    Paris, France

    22 h-index

    49 publications

    3.2K citations

  2. Harvard University

    Cambridge, United States

    20 h-index

    56 publications

    8.3K citations

  3. University of Cambridge

    Cambridge, United Kingdom

    18 h-index

    65 publications

    6.5K citations

  4. University College London

    London, United Kingdom

    18 h-index

    29 publications

    3K citations

  5. Cornell University

    Ithaca, United States

    18 h-index

    61 publications

    4.8K citations

  6. University of Oxford

    Oxford, United Kingdom

    17 h-index

    47 publications

    4.8K citations

  7. University of Toronto

    Toronto, Canada

    15 h-index

    32 publications

    2.4K citations

  8. Columbia University

    New York, United States

    15 h-index

    21 publications

    3K citations

1–8 of 2K

Venues

  1. PubMed

    Repository · 31 publications · 1.5K citations

    21

    h-index

  2. arXiv (Cornell University)

    Repository · 32 publications · 1.2K citations

    21

    h-index

  3. SSRN Electronic Journal

    Repository · 30 publications · 951 citations

    19

    h-index

  4. PLoS ONE

    20 publications · 2.9K citations

    17

    h-index

  5. Journal of Microscopy

    16 publications · 9.4K citations

    14

    h-index

1–5