Regularization

被引:36
作者
Lever, Jake [1 ]
Krzywinski, Martin [1 ]
Altman, Naomi [2 ]
机构
[1] Canadas Michael Smith Genome Sci Ctr, Vancouver, BC, Canada
[2] Penn State Univ, University Pk, PA 16802 USA
关键词
SELECTION;
D O I
10.1038/nmeth.4014
中图分类号
Q5 [生物化学];
学科分类号
070307 [化学生物学];
摘要
Constraining the magnitude of parameters of a model can control its complexity
引用
收藏
页码:803 / 804
页数:2
相关论文
共 2 条
[1]
POINTS OF SIGNIFICANCE Model selection and overfitting [J].
Lever, Jake ;
Krzywinski, Martin ;
Altman, Naomi .
NATURE METHODS, 2016, 13 (09) :703-704
[2]
Regularization and variable selection via the elastic net [J].
Zou, H ;
Hastie, T .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 2005, 67 :301-320