Decision trees and random forests

被引:8
|
作者
Becker, Thijs
Rousseau, Axel-Jan
Geubbelmans, Melvin
Burzykowski, Tomasz
Valkenborg, Dirk
机构
关键词
D O I
10.1016/j.ajodo.2023.09.011
中图分类号
R78 [口腔科学];
学科分类号
1003 ;
摘要
引用
收藏
页码:894 / 897
页数:4
相关论文
共 50 条
  • [1] On the Selection of Decision Trees in Random Forests
    Bernard, Simon
    Heutte, Laurent
    Adam, Sebastien
    [J]. IJCNN: 2009 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1- 6, 2009, : 790 - 795
  • [2] Random forests with stochastic induction of decision trees
    Tsouros, Dimosthenis C.
    Smyrlis, Panagiotis N.
    Tsipouras, Markos G.
    Giannakeas, Nikolaos
    Tzallas, Alexandros T.
    [J]. 2018 IEEE 30TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI), 2018, : 527 - 531
  • [3] Using Local Rules in Random Forests of Decision Trees
    Thanh-Nghi Do
    [J]. FUTURE DATA AND SECURITY ENGINEERING, FDSE 2015, 2015, 9446 : 32 - 45
  • [4] Embedding Decision Trees and Random Forests in Constraint Programming
    Bonfietti, Alessio
    Lombardi, Michele
    Milano, Michela
    [J]. INTEGRATION OF AI AND OR TECHNIQUES IN CONSTRAINT PROGRAMMING, 2015, 9075 : 74 - 90
  • [5] An Algorithm for Generating Individualized Treatment Decision Trees and Random Forests
    Doubleday, Kevin
    Zhou, Hua
    Fu, Haoda
    Zhou, Jin
    [J]. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2018, 27 (04) : 849 - 860
  • [6] Risk controlled decision trees and random forests for precision Medicine
    Doubleday, Kevin
    Zhou, Jin
    Zhou, Hua
    Fu, Haoda
    [J]. STATISTICS IN MEDICINE, 2022, 41 (04) : 719 - 735
  • [7] Forests of decision trees
    Grabczewski, K
    Duch, W
    [J]. NEURAL NETWORKS AND SOFT COMPUTING, 2003, : 602 - 607
  • [8] IMITATION LEARNING OF CAR DRIVING SKILLS WITH DECISION TREES AND RANDOM FORESTS
    Cichosz, Pawel
    Pawelczak, Lukasz
    [J]. INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE, 2014, 24 (03) : 579 - 597
  • [9] Random Forests, Decision Trees, and Categorical Predictors: The "Absent Levels" Problem
    Au, Timothy C.
    [J]. JOURNAL OF MACHINE LEARNING RESEARCH, 2018, 19 : 1 - 30
  • [10] Decision forests with oblique decision trees
    Tan, Peter J.
    Dowe, David L.
    [J]. MICAI 2006: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2006, 4293 : 593 - +