Concepedia

Decision Threshold Optimization

Decision Threshold Optimization is a Bayesian diagnostic method that systematically determines the optimal cutoff point for classifying posterior probabilities by balancing misclassification costs and diagnostic accuracy within decision-theoretic frameworks.

146

Publications

5.9K

Citations

427

Authors

208

Institutions

Publications per year

2017–2026

42

Parents

Publications

146

Decision feedback equalization

C.A. Belfiore, J.H. Park · Proceedings of the IEEE · 1979 · 409 citations

, , +15

Learning When Data Sets are Imbalanced and When Costs are Unequal and Unknown

Marcus A. Maloof · 2003 · 406 citations

, , +16

Finding the Best Classification Threshold in Imbalanced Classification

Quan Zou, Sifa Xie, Ziyu Lin et al. · Big Data Research · 2016 · 282 citations

, , +12

GHOST: Adjusting the Decision Threshold to Handle Imbalanced Data in Machine Learning

Carmen Esposito, Gregory A. Landrum, Nadine Schneider et al. · Journal of Chemical Information and Modeling · 2021 · 183 citations · Full text

, , +15

Bayes Error Estimation Using Parzen and k-NN Procedures

Keinosuke Fukunaga, D.M. Hummels · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1987 · 129 citations

, , +16

1–5 of 146

Authors

427

  1. CV
    Chi‐Man Vong

    University of Macau, Macao SAR China

    3 publications · 115 citations

    3

    h-index

  2. YL
    Youming Li

    Ningbo University, China

    3 publications · 74 citations

    3

    h-index

  3. MJ
    Ming Jin

    Ningbo University, China

    3 publications · 74 citations

    3

    h-index

  4. ZT
    Zefan Tang

    University of Connecticut, United States

    2 publications · 163 citations

    2

    h-index

  5. SG
    Shimin Gong

    Sun Yat-sen University, China

    2 publications · 31 citations

    2

    h-index

1–5 of 427

Institutions

208

  1. Ningbo University

    Ningbo, China

    4 h-index

    11 publications

    299 citations

  2. Xidian University

    Xi'an, China

    4 h-index

    16 publications

    709 citations

  3. Virginia Tech

    Blacksburg, United States

    3 h-index

    4 publications

    145 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    5 publications

    381 citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    3 h-index

    7 publications

    466 citations

  6. University of Macau

    Macao, Macao

    3 h-index

    12 publications

    415 citations

  7. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    6 publications

    217 citations

  8. Nanyang Technological University

    Singapore, Singapore

    3 h-index

    4 publications

    110 citations

1–8 of 208

Venues

  1. IEEE Communications Letters

    4 publications · 111 citations

    4

    h-index

  2. IEEE Transactions on Information Theory

    4 publications · 207 citations

    4

    h-index

  3. Journal of Chemical Information and Modeling

    JCIM · 2 publications · 197 citations

    2

    h-index

  4. IEEE Transactions on NanoBioscience

    2 publications · 52 citations

    2

    h-index

  5. IEEE Wireless Communications Letters

    2 publications · 89 citations

    2

    h-index

1–5