Concepedia

Beta Calibration

Beta Calibration is a probabilistic calibration method that refines predictive probability estimates by modeling the output scores as samples from a beta distribution, thereby enabling more accurate and reliable uncertainty quantification in classification tasks.

12

Publications

695

Citations

31

Authors

24

Institutions

Publications per year

2017–2026

5

Parents

Publications

12

A new irradiated quartz for beta source calibration

V. Hansen, Andrew Murray, Jan‐Pieter Buylaert et al. · Radiation Measurements · 2015 · 188 citations

, , +14

Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibration

Meelis Kull, Miquel Perelló-Nieto, Markus Kängsepp et al. · arXiv (Cornell University) · 2019 · 164 citations · Full text

, , +17

Beyond sigmoids: How to obtain well-calibrated probabilities from binary classifiers with beta calibration

Meelis Kull, Telmo M. Silva Filho, Peter Flach · Electronic Journal of Statistics · 2017 · 103 citations · Full text

, , +16

Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers

Meelis Kull, Telmo M. Silva Filho, Peter Flach · Bristol Research (University of Bristol) · 2017 · 94 citations · Full text

, , +13

Interlaboratory beta source calibration using TL and OSL on natural quartz

Hazal Goksu, I.K. Bailiff, L. Bøtter-Jensen et al. · Radiation Measurements · 1995 · 48 citations

, , +12

1–5 of 12

Authors

31

  1. MK
    Meelis Kull

    University of Tartu, Estonia

    4 publications · 373 citations

    4

    h-index

  2. TM
    Telmo M. Silva Filho

    Universidade Federal da Paraíba, Brazil

    4 publications · 373 citations

    4

    h-index

  3. PF
    Peter Flach

    University of Bristol, United Kingdom

    4 publications · 373 citations

    4

    h-index

  4. MP
    Miquel Perelló-Nieto

    University of Bristol, United Kingdom

    2 publications · 176 citations

    2

    h-index

  5. HS
    Hao Song

    University of Bristol, United Kingdom

    2 publications · 176 citations

    2

    h-index

1–5 of 31

Institutions

24

  1. Nordic Laboratory for Luminescence Dating

    Roskilde, Denmark

    3 h-index

    7 publications

    822 citations

  2. University of Tartu

    Tartu, Estonia

    3 h-index

    4 publications

    291 citations

  3. University of Bristol

    Bristol, United Kingdom

    2 h-index

    4 publications

    139 citations

  4. Cabot (United States)

    Boston, United States

    2 h-index

    2 publications

    258 citations

  5. Universidade Federal de Pernambuco

    Recife, Brazil

    2 h-index

    2 publications

    258 citations

  6. methodS in Patient-centered outcomes and HEalth ResEarch

    Nantes, France

    1 h-index

    1 publications

    164 citations

  7. Universidade Federal da Paraíba

    João Pessoa, Brazil

    1 h-index

    1 publications

    12 citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    1 h-index

    1 publications

    14 citations

1–8 of 24

Venues

  1. Radiation Measurements

    2 publications · 236 citations

    2

    h-index

  2. Bristol Research (University of Bristol)

    Repository · 2 publications · 106 citations

    2

    h-index

  3. Archaeometry

    1 publications · 11 citations

    1

    h-index

  4. arXiv (Cornell University)

    Repository · 1 publications · 164 citations

    1

    h-index

  5. Ancient TL

    1 publications · 14 citations

    1

    h-index

1–5