Calibrating machine learning approaches for probability estimation: A short expansion

被引:0
|
作者
Ojeda, Francisco M. [1 ,2 ]
Baker, Stuart G. [3 ]
Ziegler, Andreas [1 ,2 ,4 ,5 ]
机构
[1] Univ Med Ctr Hamburg Eppendorf, Univ Heart & Vasc Ctr Hamburg, Dept Cardiol, Hamburg, Germany
[2] Univ Med Ctr Hamburg Eppendorf, Univ Heart & Vasc Ctr Hamburg, Ctr Populat Hlth Innovat POINT, Hamburg, Germany
[3] NCI, Div Canc Prevent, Biometry Res Grp, Bethesda, MD USA
[4] Cardiocare, Medizincampus Davos, Herman Burchard Str 1, CH-7265 Davos, Wolfgang, Switzerland
[5] Univ KwaZulu Natal, Sch Math Stat & Comp Sci, Pietermaritzburg, South Africa
关键词
D O I
10.1002/sim.10051
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
引用
收藏
页码:4212 / 4215
页数:4
相关论文
共 50 条
  • [21] Machine learning approaches for sex estimation using cranial measurements
    Toneva, Diana
    Nikolova, Silviya
    Agre, Gennady
    Zlatareva, Dora
    Hadjidekov, Vassil
    Lazarov, Nikolai
    INTERNATIONAL JOURNAL OF LEGAL MEDICINE, 2021, 135 (03) : 951 - 966
  • [22] Calibrating Bayesian generative machine learning for Bayesiamplification
    Bieringer, S.
    Diefenbacher, S.
    Kasieczka, G.
    Trabs, M.
    MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2024, 5 (04):
  • [23] Short-Term Rainfall Estimation by Machine Learning Methods
    Krammer, Peter
    Kvassay, Marcel
    Habala, Ondrej
    Hluchy, Ladislav
    2019 IEEE 15TH INTERNATIONAL SCIENTIFIC CONFERENCE ON INFORMATICS (INFORMATICS 2019), 2019, : 89 - 94
  • [24] Machine Learning Approaches for Short-Term Photovoltaic Power Forecasting
    Radhi, Shahad Mohammed
    Al-Majidi, Sadeq D.
    Abbod, Maysam F.
    Al-Raweshidy, Hamed S.
    ENERGIES, 2024, 17 (17)
  • [25] Comparing machine learning and inverse modeling approaches for the source term estimation
    Alessandrini, Stefano
    Meech, Scott
    Cheng, Will
    Rozoff, Christopher
    Kumar, Rajesh
    AIR QUALITY ATMOSPHERE AND HEALTH, 2024, 17 (10): : 2169 - 2186
  • [26] Estimation of Reference Evapotranspiration Using Spatial and Temporal Machine Learning Approaches
    Niaghi, Ali Rashid
    Hassanijalilian, Oveis
    Shiri, Jalal
    HYDROLOGY, 2021, 8 (01) : 1 - 15
  • [27] A Systematic Literature Review of Machine Learning Estimation Approaches in Scrum Projects
    Arora, Mohit
    Verma, Sahil
    Kavita
    Chopra, Shivali
    COGNITIVE INFORMATICS AND SOFT COMPUTING, 2020, 1040 : 573 - 586
  • [28] Novel Machine Learning Approaches for Accurate Leaf Area Estimation in Apples
    Demirsoy, Husnu
    Kucuktopcu, Erdem
    Dogan, Dervis Emre
    APPLIED FRUIT SCIENCE, 2025, 67 (02)
  • [29] Approaches in machine learning
    van Leeuwen, J
    ALGORITHMS IN AMBIENT INTELLIGENCE, 2004, 2 : 151 - 166
  • [30] APPROACHES TO MACHINE LEARNING
    LANGLEY, P
    CARBONELL, JG
    JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE, 1984, 35 (05): : 306 - 316