Concepedia

Overfitting Detection

Overfitting Detection is a methodological contribution in pattern evaluation that identifies when a model's performance on training data significantly exceeds its performance on unseen data due to excessive complexity or overadaptation to training noise.

236

Publications

29.5K

Citations

767

Authors

346

Institutions

Publications per year

2017–2026

153

Parents

Publications

236

Cascade R-CNN: Delving Into High Quality Object Detection

Zhaowei Cai, Nuno Vasconcelos · 2018 · 6.8K citations

, , +8

An Overview of Overfitting and its Solutions

Ying Xue · Journal of Physics Conference Series · 2019 · 2.2K citations · Full text

, , +11

On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation

Gavin C. Cawley, Nicola L. C. Talbot · 2010 · 2K citations

, , +16

What You See May Not Be What You Get: A Brief, Nontechnical Introduction to Overfitting in Regression-Type Models

Michael A. Babyak · Psychosomatic Medicine · 2004 · 1.8K citations · Full text

, , +14

Making better M <scp>axent</scp> models of species distributions: complexity, overfitting and evaluation

Aleksandar Radosavljević, Robert P. Anderson · Journal of Biogeography · 2013 · 1.7K citations

, , +13

1–5 of 236

Authors

767

  1. RR
    Rebecca Roelofs

    Google (United States), United States

    3 publications · 249 citations

    3

    h-index

  2. SW
    Shuihua Wang‎

    University of Leicester, United Kingdom

    3 publications · 153 citations

    3

    h-index

  3. ZR
    Zeyu Ren

    University of Leicester, United Kingdom

    3 publications · 153 citations

    3

    h-index

  4. XD
    Xuan-Bach D. Le

    Singapore Management University, Singapore

    3 publications · 71 citations

    3

    h-index

  5. LK
    Leonid Kogan

    Massachusetts Institute of Technology, United States

    2 publications · 58 citations

    2

    h-index

1–5 of 767

Institutions

346

  1. University of Pennsylvania

    Philadelphia, United States

    5 h-index

    8 publications

    439 citations

  2. Tongji University

    Shanghai, China

    4 h-index

    8 publications

    144 citations

  3. University of California, Berkeley

    Berkeley, United States

    4 h-index

    11 publications

    799 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    8 publications

    339 citations

  5. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    8 publications

    243 citations

  6. University of Oxford

    Oxford, United Kingdom

    3 h-index

    3 publications

    144 citations

  7. Xidian University

    Xi'an, China

    3 h-index

    6 publications

    385 citations

  8. National Taiwan University

    Taipei, Taiwan

    3 h-index

    10 publications

    245 citations

1–8 of 346

Venues

  1. arXiv (Cornell University)

    Repository · 22 publications · 1.5K citations

    16

    h-index

  2. IEEE Access

    5 publications · 546 citations

    5

    h-index

  3. IEEE Transactions on Neural Networks

    4 publications · 543 citations

    4

    h-index

  4. Applied Sciences

    4 publications · 126 citations

    4

    h-index

  5. Journal of Physics Conference Series

    3 publications · 2.3K citations

    3

    h-index

1–5