Concepedia

Block Cross-validation

Block Cross-Validation is a temporal cross-validation technique in which data are partitioned into contiguous blocks along a time dimension, preserving temporal dependence by ensuring that training sets precede test sets chronologically to prevent data leakage.

10

Publications

632

Citations

30

Authors

27

Institutions

Publications per year

2017–2026

5

Parents

Publications

10

Consistent cross-validatory model-selection for dependent data: hv-block cross-validation

Jeffrey S. Racine · Journal of Econometrics · 2000 · 205 citations

, , +16

Spatially autocorrelated training and validation samples inflate performance assessment of convolutional neural networks

Teja Kattenborn, Felix Schiefer, Julian Frey et al. · ISPRS Open Journal of Photogrammetry and Remote Sensing · 2022 · 125 citations · Full text

, , +14

Machine-learning based reconstructions of primary and secondary climate variables from North American and European fossil pollen data

J. Sakari Salonen, Mikko Korpela, John W. Williams et al. · Scientific Reports · 2019 · 84 citations · Full text

, , +16

Technical note: Estimating unbiased transfer-function performances in spatially structured environments

Mathias Trachsel, Richard J. Telford · Climate of the past · 2016 · 54 citations · Full text

, , +7

Emotion Recognition from EEG during Self-Paced Emotional Imagery

Christian Kothe, Scott Makeig, Julie Onton · 2013 · 49 citations

, , +17

1–5 of 10

Authors

30

  1. JS
    Jeffrey S. Racine

    McMaster University, Canada

    2 publications · 240 citations

    2

    h-index

  2. FS
    Felix Schiefer

    Karlsruhe Institute of Technology, Germany

    1 publications · 125 citations

    1

    h-index

  3. JS
    Jeffrey S. Spence

    The University of Texas at Dallas, United States

    1 publications · 13 citations

    1

    h-index

  4. AS
    Andy Stock

    Stanford University, United States

    1 publications · 31 citations

    1

    h-index

  5. JL
    Joy Lawrence

    Harvard University, United States

    1 publications · 16 citations

    1

    h-index

1–5 of 30

Institutions

27

  1. University of South Florida

    Tampa, United States

    2 h-index

    2 publications

    240 citations

  2. University of Maryland, College Park

    College Park, United States

    1 h-index

    1 publications

    54 citations

  3. Environnements et Paléoenvironnements Océaniques et Continentaux

    Pessac, France

    1 h-index

    1 publications

    84 citations

  4. University of Central Arkansas

    Conway, United States

    1 h-index

    1 publications

    13 citations

  5. University of Freiburg

    Freiburg im Breisgau, Germany

    1 h-index

    2 publications

    250 citations

  6. Université de Bordeaux

    Bordeaux, France

    1 h-index

    1 publications

    84 citations

  7. Fundação Getulio Vargas

    Rio de Janeiro, Brazil

    1 h-index

    1 publications

    16 citations

  8. University of Wisconsin–Madison

    Madison, United States

    1 h-index

    1 publications

    84 citations

1–8 of 27

Venues

  1. 1

    h-index

  2. The Annals of Statistics

    1 publications · 20 citations

    1

    h-index

  3. 1

    h-index

  4. Environment International

    1 publications · 16 citations

    1

    h-index

  5. Journal of Applied Econometrics

    1 publications · 35 citations

    1

    h-index

1–5