Stable Feature Selection for Biomarker Discovery

Details Stable Feature Selection for Biomarker Discovery Stable Feature Selection for Biomarker Discovery

2010-01-06

arxiv.org/abs/1001.0887v1

Computer Science

Computational Engineering, Finance, and Science

Scientific paper

Feature selection techniques have been used as the workhorse in biomarker discovery applications for a long time. Surprisingly, the stability of feature selection with respect to sampling variations has long been under-considered. It is only until recently that this issue has received more and more attention. In this article, we review existing stable feature selection methods for biomarker discovery using a generic hierarchal framework. We have two objectives: (1) providing an overview on this new yet fast growing topic for a convenient reference; (2) categorizing existing methods under an expandable framework for future research and development.

Affiliated with

Also associated with

No associations

Rating

Stable Feature Selection for Biomarker Discovery does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Stable Feature Selection for Biomarker Discovery, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Stable Feature Selection for Biomarker Discovery will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-164245