Comparison of Variable Selection Methods in Random Forests for Genomic Data Sets

被引：0
|
作者：
Szymczak, Silke [1 ]
Malley, James [2 ]
Franke, Andre [1 ]
机构：
[1] Univ Kiel, Inst Clin Mol Biol, Kiel, Germany
[2] NIH, Ctr Informat Technol, Bethesda, MD USA
来源：
HUMAN HEREDITY | 2013年 / 76卷 / 02期
关键词：
D O I：
暂无
中图分类号：
Q3 [遗传学];
学科分类号：
071007 ; 090102 ;
摘要：
引用
收藏
页码：88 / 89
页数：2
相关论文
共 50 条
  • [31] A comparison of statistical methods for genomic selection in a mice population
    Haroldo HR Neves
    Roberto Carvalheiro
    Sandra A Queiroz
    [J]. BMC Genetics, 13
  • [32] A comparison of methods for training population optimization in genomic selection
    Fernandez-Gonzalez, Javier
    Akdemir, Deniz
    Isidro y Sanchez, Julio
    [J]. THEORETICAL AND APPLIED GENETICS, 2023, 136 (03)
  • [33] A comparison of methods for training population optimization in genomic selection
    Javier Fernández-González
    Deniz Akdemir
    Julio Isidro y Sánchez
    [J]. Theoretical and Applied Genetics, 2023, 136
  • [34] A comparison of statistical methods for genomic selection in a mice population
    Neves, Haroldo H. R.
    Carvalheiro, Roberto
    Queiroz, Sandra A.
    [J]. BMC GENETICS, 2012, 13
  • [35] A class comparison method with filtering-enhanced variable selection for high-dimensional data sets
    Lusa, Lara
    Korn, Edward L.
    McShane, Lisa M.
    [J]. STATISTICS IN MEDICINE, 2008, 27 (28) : 5834 - 5849
  • [36] Random Forests for Premise Selection
    Faerber, Michael
    Kaliszyk, Cezary
    [J]. FRONTIERS OF COMBINING SYSTEMS, FROCOS 2015, 2015, 9322 : 325 - 340
  • [37] Prognostic modelling with logistic regression analysis: a comparison of selection and estimation methods in small data sets
    Steyerberg, EW
    Eijkemans, MJC
    Harrell, FE
    Habbema, JDF
    [J]. STATISTICS IN MEDICINE, 2000, 19 (08) : 1059 - 1079
  • [38] Prediction error improvements using variable selection on small calibration sets-a comparison of some recent methods
    Overgaard, Stein Ivar
    Pierna, Juan Antonio Fernandez
    Baeten, Vincent
    Dardenne, Pierre
    Isaksson, Tomas
    [J]. JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2012, 20 (03) : 329 - 337
  • [39] Comparison of variable selection methods for clinical predictive modeling
    Sanchez-Pinto, L. Nelson
    Venable, Laura Ruth
    Fahrenbach, John
    Churpek, Matthew M.
    [J]. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2018, 116 : 10 - 17
  • [40] A comparison of variable selection methods with the main focus on orthogonalization
    Groissböck, W
    Lughofer, E
    Klement, EP
    [J]. SOFT METHODOLOGY AND RANDOM INFORMATION SYSTEMS, 2004, : 479 - 486
12345