Concepedia

Training-validation Split

Training-Validation Split is a data partitioning strategy that belongs to the class of model evaluation techniques, specifically distinguished by its division of a dataset into two disjoint subsets: one for training a model and the other for validating its performance during development.

89

Publications

7.6K

Citations

408

Authors

183

Institutions

Publications per year

2017–2026

69

Parents

Publications

89

On Splitting Training and Validation Set: A Comparative Study of Cross-Validation, Bootstrap and Systematic Sampling for Estimating the Generalization Performance of Supervised Learning

Yun Xu, Royston Goodacre · Journal of Analysis and Testing · 2018 · 1K citations · Full text

, , +17

A method for calibration and validation subset partitioning

Roberto Kawakami Harrop Galvão, Mário César Ugulino de Araújo, Gledson Emı́dio José et al. · Talanta · 2005 · 910 citations

, , +6

Optimal ratio for data splitting

V. Roshan Joseph · Statistical Analysis and Data Mining The ASA Data Science Journal · 2022 · 755 citations · Full text

, , +8

Data splitting for artificial neural networks using SOM-based stratified sampling

R. May, Holger R. Maier, Graeme C. Dandy · Neural Networks · 2009 · 249 citations

, , +15

Stage II Colon Cancer Prognosis Prediction by Tumor Gene Expression Profiling

Alain Barrier, Pierre‐Yves Boëlle, F. Röser et al. · Journal of Clinical Oncology · 2006 · 215 citations · Full text

, , +17

1–5 of 89

Authors

408

  1. VR
    V. Roshan Joseph

    Georgia Institute of Technology, United States

    3 publications · 935 citations

    3

    h-index

  2. JH
    Jetan H. Badhiwala

    University of Toronto, Canada

    2 publications · 133 citations

    2

    h-index

  3. GC
    Graeme C. Dandy

    The University of Adelaide, Australia

    2 publications · 336 citations

    2

    h-index

  4. HR
    Holger R. Maier

    The University of Adelaide, Australia

    2 publications · 336 citations

    2

    h-index

  5. MG
    Michael G. Fehlings

    University of Toronto, Canada

    2 publications · 133 citations

    2

    h-index

1–5 of 408

Institutions

183

  1. Georgia Institute of Technology

    Atlanta, United States

    5 h-index

    9 publications

    1.5K citations

  2. University of Toronto

    Toronto, Canada

    3 h-index

    11 publications

    665 citations

  3. New York University

    New York, United States

    2 h-index

    2 publications

    65 citations

  4. The University of Adelaide

    Adelaide, Australia

    2 h-index

    6 publications

    846 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    3 publications

    81 citations

  6. The University of Texas Southwestern Medical Center

    Dallas, United States

    2 h-index

    2 publications

    101 citations

  7. Yonsei University

    Seoul, South Korea

    2 h-index

    8 publications

    512 citations

  8. Universität Hamburg

    Hamburg, Germany

    2 h-index

    7 publications

    510 citations

1–8 of 183

Venues

  1. arXiv (Cornell University)

    Repository · 9 publications · 420 citations

    9

    h-index

  2. IEEE Access

    2 publications · 99 citations

    2

    h-index

  3. PLoS ONE

    2 publications · 148 citations

    2

    h-index

  4. Sensors

    2 publications · 72 citations

    2

    h-index

  5. Scientific Reports

    2 publications · 186 citations

    2

    h-index

1–5