Concepedia

Expected Prediction Error

Expected Prediction Error is the expected value of the squared difference between the predicted and true values of a target variable, decomposing into the sum of a model’s bias squared, variance, and irreducible error, thus serving as a fundamental measure of predictive performance in statistical learning.

112

Publications

6.2K

Citations

273

Authors

156

Institutions

Publications per year

2017–2026

30

Variants

Epe

Parents

Publications

112

Error Estimates for Solid-State Density-Functional Theory Predictions: An Overview by Means of the Ground-State Elemental Crystals

Critical reviews in solid state and materials sciences/CRC critical reviews in solid state and materials sciences · 2013 · 538 citations · Full text

, , +15

The Effective Number of Parameters: An Analysis of Generalization and Regularization in Nonlinear Learning Systems

John Moody · 1991 · 432 citations

, , +10

The Korteweg-de Vries equation and water waves. Part 2. Comparison with experiments

Joseph L. Hammack, Harvey Segur · Journal of Fluid Mechanics · 1974 · 325 citations

, , +13

No More Pesky Learning Rates

Tom Schaul, Sixin Zhang, Yann LeCun · arXiv (Cornell University) · 2012 · 291 citations · Full text

, , +13

Predictability in financial markets: What do survey expectations tell us?

Philippe Bacchetta, Elmar Mertens, Eric van Wincoop · Journal of International Money and Finance · 2008 · 260 citations

, , +13

1–5 of 112

Authors

273

  1. GR
    Gerardo Raggi

    Uppsala University, Sweden

    2 publications · 58 citations

    2

    h-index

  2. KH
    Katsuyuki Hagiwara

    Mie University, Japan

    2 publications · 94 citations

    2

    h-index

  3. DS
    Don Sharkey

    University of Nottingham, United Kingdom

    2 publications · 29 citations

    2

    h-index

  4. CH
    Caroline Henry

    University of Nottingham, United Kingdom

    2 publications · 29 citations

    2

    h-index

  5. CL
    Christian L. Ritterhoff

    Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany

    2 publications · 58 citations

    2

    h-index

1–5 of 273

Institutions

156

  1. Technical University of Denmark

    Kongens Lyngby, Denmark

    3 h-index

    5 publications

    146 citations

  2. Microsoft (United States)

    Redmond, United States

    3 h-index

    3 publications

    51 citations

  3. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    12 publications

    309 citations

  4. The University of Queensland

    Brisbane, Australia

    3 h-index

    3 publications

    117 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    5 publications

    516 citations

  6. Uppsala University

    Uppsala, Sweden

    3 h-index

    11 publications

    357 citations

  7. Friedrich-Alexander-Universität Erlangen-Nürnberg

    Erlangen, Germany

    2 h-index

    2 publications

    58 citations

  8. Czech Technical University in Prague

    Prague, Czechia

    2 h-index

    6 publications

    270 citations

1–8 of 156

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 516 citations

    8

    h-index

  2. Nuclear Science and Engineering

    3 publications · 77 citations

    3

    h-index

  3. Frontiers in Neuroscience

    2 publications · 66 citations

    2

    h-index

  4. Pattern Recognition Letters

    2 publications · 201 citations

    2

    h-index

  5. 2

    h-index

1–5