Concepedia

Cross-validation

Cross-Validation is a model evaluation technique in predictive modeling that systematically partitions data into complementary subsets, using one portion for training and the remaining for validation, to assess generalization performance while minimizing overfitting.

9.7K

Publications

668.2K

Citations

38.2K

Authors

7.5K

Institutions

Publications per year

2017–2026

5K

Parents

Publications

9.7K

A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection

Ron Kohavi · 1995 · 10.7K citations · Full text

, , +13

Cross-Validatory Choice and Assessment of Statistical Predictions

M. Stone · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1974 · 10.5K citations

, , +9

Calibration of the Computer Science and Applications, Inc. accelerometer

Patty S. Freedson, Edward L. Melanson, John R. Sirard · Medicine & Science in Sports & Exercise · 1998 · 3.9K citations

, , +16

A survey of cross-validation procedures for model selection

2009 · 3.8K citations

, , +14

Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter

Gene H. Golub, Michael T. Heath, Grace Wahba · Technometrics · 1979 · 3.8K citations

, , +11

1–5 of 9.7K

Authors

38.2K

  1. ZY
    Zhu‐Hong You

    Xinjiang Technical Institute of Physics & Chemistry, China

    52 publications · 3.3K citations

    30

    h-index

  2. YZ
    Yudong Zhang

    University of Leicester, United Kingdom

    27 publications · 2.3K citations

    25

    h-index

  3. HL
    Hao Lin

    University of Electronic Science and Technology of China, China

    25 publications · 2.9K citations

    24

    h-index

  4. KC
    Kuo‐Chen Chou

    The Gordon Life Science Institute, United States

    23 publications · 3.8K citations

    22

    h-index

  5. GW
    Grace Wahba

    University of Wisconsin–Madison, United States

    23 publications · 7.7K citations

    21

    h-index

1–5 of 38.2K

Institutions

7.5K

  1. Chinese Academy of Sciences

    Beijing, China

    56 h-index

    423 publications

    26.6K citations

  2. University of Electronic Science and Technology of China

    Chengdu, China

    45 h-index

    220 publications

    21.2K citations

  3. Stanford University

    Stanford, United States

    44 h-index

    189 publications

    43K citations

  4. University of Wisconsin–Madison

    Madison, United States

    41 h-index

    207 publications

    20K citations

  5. Harvard University

    Cambridge, United States

    40 h-index

    255 publications

    15.4K citations

  6. Columbia University

    New York, United States

    37 h-index

    83 publications

    8.8K citations

  7. University of California, Berkeley

    Berkeley, United States

    36 h-index

    107 publications

    23.8K citations

  8. China University of Mining and Technology

    Xuzhou, China

    36 h-index

    146 publications

    10.9K citations

1–8 of 7.5K

Venues

  1. Bioinformatics

    145 publications · 24K citations

    75

    h-index

  2. Scientific Reports

    234 publications · 12.2K citations

    61

    h-index

  3. PLoS ONE

    203 publications · 13.4K citations

    58

    h-index

  4. BMC Bioinformatics

    148 publications · 12.2K citations

    55

    h-index

  5. IEEE Access

    152 publications · 8.5K citations

    53

    h-index

1–5