Concepedia

Prediction Error Assessment

Prediction Error Assessment is a methodological procedure in analytical chemistry that quantifies the discrepancy between predicted and reference values to evaluate the accuracy and reliability of spectroscopic models within the framework of estimation validation.

496

Publications

41.5K

Citations

1.6K

Authors

670

Institutions

Publications per year

2017–2026

117

Parents

Publications

496

The Problem of Overfitting

Douglas M. Hawkins · Journal of Chemical Information and Computer Sciences · 2003 · 2.4K citations

, , +5

Estimating Absolute Rates of Molecular Evolution and Divergence Times: A Penalized Likelihood Approach

Michael J. Sanderson · Molecular Biology and Evolution · 2002 · 2K citations · Full text

, , +17

Selection bias in gene extraction on the basis of microarray gene-expression data

Christophe Ambroise, Geoffrey J. McLachlan · Proceedings of the National Academy of Sciences · 2002 · 1.5K citations · Full text

, , +17

Estimation of prediction error by using K-fold cross-validation

Tadayoshi Fushiki · Statistics and Computing · 2009 · 1.5K citations

, , +14

Prediction error estimation: a comparison of resampling methods

Annette M. Molinaro, Richard Simon, Ruth M. Pfeiffer · Bioinformatics · 2005 · 1.3K citations · Full text

, , +15

1–5 of 496

Authors

1.6K

  1. PC
    Peter C. Jurs

    Pennsylvania State University, United States

    7 publications · 465 citations

    7

    h-index

  2. NM
    Nicolaas M. Faber

    Radboud University Nijmegen, Netherlands

    4 publications · 222 citations

    4

    h-index

  3. PP
    Pascal Pernot

    Centre National de la Recherche Scientifique, France

    4 publications · 182 citations

    4

    h-index

  4. TK
    Tadashi Kondo

    National Cancer Research Institute, United Kingdom

    3 publications · 211 citations

    3

    h-index

  5. PM
    Paul M.J. Van den Hof

    Delft University of Technology, Netherlands

    3 publications · 265 citations

    3

    h-index

1–5 of 1.6K

Institutions

670

  1. Centre National de la Recherche Scientifique

    Paris, France

    9 h-index

    16 publications

    3.5K citations

  2. The University of Texas at Austin

    Austin, United States

    7 h-index

    19 publications

    1.2K citations

  3. University of Washington

    Seattle, United States

    6 h-index

    11 publications

    475 citations

  4. Technical University of Denmark

    Kongens Lyngby, Denmark

    6 h-index

    20 publications

    4.2K citations

  5. Sorbonne Université

    Paris, France

    6 h-index

    7 publications

    334 citations

  6. Laboratoire de Chimie Physique

    Orsay, France

    5 h-index

    5 publications

    223 citations

  7. Eindhoven University of Technology

    Eindhoven, The Netherlands

    5 h-index

    11 publications

    1.2K citations

  8. Yale University

    New Haven, United States

    5 h-index

    8 publications

    790 citations

1–8 of 670

Venues

  1. Analytical Chemistry

    24 publications · 1.8K citations

    22

    h-index

  2. Journal of Chemometrics

    13 publications · 1.3K citations

    13

    h-index

  3. Applied Spectroscopy

    13 publications · 1.7K citations

    13

    h-index

  4. Chemometrics and Intelligent Laboratory Systems

    10 publications · 1.4K citations

    10

    h-index

  5. Journal of Chemical Education

    10 publications · 162 citations

    10

    h-index

1–5