Concepedia

Validation Overfitting

Validation Overfitting is a form of overfitting in machine learning whereby a model is excessively tuned to the validation set during hyperparameter optimization or model selection, resulting in poor generalization to unseen test data despite favorable validation performance.

3

Publications

172

Citations

16

Authors

5

Institutions

Publications per year

2017–2026

2

Parents

Publications

3

Contract-based program repair without the contracts

Liushan Chen, Yu Pei, Carlo A. Furia · 2017 · 131 citations

, , +15

Mitigating Crop Losses: AI-enabled Disease Detection in Tomato Plants

Hassan Ashfaq, Usama Arshad, Raja Hashim Ali et al. · 2023 · 34 citations

, , +17

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Naman Jain, King Han, Alex Gu et al. · arXiv (Cornell University) · 2024 · 25 citations · Full text

, , +14

An Evaluation of Over-Fit Control Strategies for Multi-Objective Evolutionary Optimization

Paulo V. W. Radtke, Tony Wong, Robert Sabourin · The 2006 IEEE International Joint Conference on Neural Network Proceedings · 2006 · 16 citations

, , +14

1–4 of 3

Authors

16

  1. TW
    Tony Wong

    École de Technologie Supérieure, Canada

    1 publications · 16 citations

    1

    h-index

  2. NJ
    Naman Jain

    Indian Institute of Technology Bombay, India

    1 publications · 25 citations

    1

    h-index

  3. AS
    Armando Solar-Lezama

    Massachusetts Institute of Technology, United States

    1 publications · 25 citations

    1

    h-index

  4. LC
    Liushan Chen

    Hong Kong Polytechnic University, Hong Kong SAR China

    1 publications · 131 citations

    1

    h-index

  5. KS
    Koushik Sen

    University of California, Berkeley, United States

    1 publications · 25 citations

    1

    h-index

1–5 of 16

Institutions

5

  1. Pontifícia Universidade Católica do Paraná

    Curitiba, Brazil

    1 h-index

    3 publications

    48 citations

  2. École de Technologie Supérieure

    Montreal, Canada

    1 h-index

    3 publications

    48 citations

  3. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    1 h-index

    2 publications

    262 citations

  4. Université du Québec à Montréal

    Montreal, Canada

    1 h-index

    3 publications

    48 citations

  5. Chalmers University of Technology

    Gothenburg, Sweden

    1 h-index

    1 publications

    131 citations

  6. University of Regina

    Regina, Canada

    1 publications

    34 citations

  7. Software (Germany)

    Darmstadt, Germany

    1 publications

    34 citations

  8. University of Applied Sciences Europe

    Iserlohn, Germany

    1 publications

    34 citations

1–8 of 5

Venues

  1. 1

    h-index

  2. arXiv (Cornell University)

    Repository · 1 publications · 25 citations

    1

    h-index

1–2