Disease prediction via Bayesian hyperparameter optimization and ensemble learning

被引:0
|
作者
Liyuan Gao
Yongmei Ding
机构
[1] Wuhan University of Science and Technology,College of Science
来源
关键词
Hyperparameter optimization; Feature selection; Ensemble learning; Gain;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [21] HYPERPARAMETER OPTIMIZATION FOR APPROXIMATE BAYESIAN COMPUTATION
    Singh, Prashant
    Hellander, Andreas
    [J]. 2018 WINTER SIMULATION CONFERENCE (WSC), 2018, : 1718 - 1729
  • [22] Heuristic hyperparameter optimization of deep learning models for genomic prediction
    Han, Junjie
    Gondro, Cedric
    Reid, Kenneth
    Steibel, Juan P.
    [J]. G3-GENES GENOMES GENETICS, 2021, 11 (07):
  • [23] Automatic Hyperparameter Optimization for Transfer Learning on Medical Image Datasets Using Bayesian Optimization
    Borgli, Rune Johan
    Stensland, Hakon Kvale
    Riegler, Michael Alexander
    Halvorsen, Pal
    [J]. 2019 13TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION AND COMMUNICATION TECHNOLOGY (ISMICT), 2019, : 175 - 180
  • [24] On the Difficulty of DNN Hyperparameter Optimization Using Learning Curve Prediction
    Choi, Daeyoung
    Cho, Hyunghun
    Rhee, Wonjong
    [J]. PROCEEDINGS OF TENCON 2018 - 2018 IEEE REGION 10 CONFERENCE, 2018, : 0651 - 0656
  • [25] Bayesian Optimization for Conditional Hyperparameter Spaces
    Levesque, Julien-Charles
    Durand, Audrey
    Gagne, Christian
    Sabourin, Robert
    [J]. 2017 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2017, : 286 - 293
  • [26] Prediction of heart disease using Ensemble Learning and Particle Swarm Optimization
    Yekkala, Indu
    Dixit, Sunanda
    Jabbar, M. A.
    [J]. PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES FOR SMART NATION (SMARTTECHCON), 2017, : 691 - 698
  • [27] HyperSpace: Distributed Bayesian Hyperparameter Optimization
    Young, M. Todd
    Hinkle, Jacob
    Ramanathan, Arvind
    Kannan, Ramakrishnan
    [J]. 2018 30TH INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE AND HIGH PERFORMANCE COMPUTING (SBAC-PAD 2018), 2018, : 339 - 347
  • [28] Hyperparameter optimization: a comparative machine learning model analysis for enhanced heart disease prediction accuracy
    Rimal, Yagyanath
    Sharma, Navneet
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 83 (18) : 55091 - 55107
  • [29] Hyperparameter optimization: a comparative machine learning model analysis for enhanced heart disease prediction accuracy
    Yagyanath Rimal
    Navneet Sharma
    [J]. Multimedia Tools and Applications, 2024, 83 : 55091 - 55107
  • [30] BSense: A parallel Bayesian hyperparameter optimized Stacked ensemble model for breast cancer survival prediction
    Kaur, Parampreet
    Singh, Ashima
    Chana, Inderveer
    [J]. JOURNAL OF COMPUTATIONAL SCIENCE, 2022, 60