Weighted Distance Weighted Discrimination and Its Asymptotic Properties

While Distance Weighted Discrimination (DWD) is an appealing approach to classification in high dimensions, it was designed for balanced datasets. In the case of unequal costs, biased sampling, or unbalanced data, there are major improvements available, using appropriately weighted versions of DWD (...

Full description

Saved in:

Bibliographic Details
Main Authors:	Qiao, Xingye, Zhang, Hao Helen, Liu, Yufeng, Todd, Michael J., Marron, J. S.
Format:	Artigo
Language:	Inglês
Published:	2010
Subjects:	Article
Online Access:	https://ncbi.nlm.nih.gov/pmc/articles/PMC2996856/ https://ncbi.nlm.nih.gov/pubmed/21152360 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2010.tm08487
Tags:	Add Tag No Tags, Be the first to tag this record!

Weighted Distance Weighted Discrimination and Its Asymptotic Properties

Similar Items