Stochastic Stepwise Ensembles for Variable Selection

Details Stochastic Stepwise Ensembles for Variable Selection Stochastic Stepwise Ensembles for Variable Selection

2010-03-30

arxiv.org/abs/1003.5930v2

Statistics

Methodology

Scientific paper

In this article, we advocate the ensemble approach for variable selection. We
point out that the stochastic mechanism used to generate the variable-selection
ensemble (VSE) must be picked with care. We construct a VSE using a stochastic
stepwise algorithm, and compare its performance with numerous state-of-the-art
algorithms.

Affiliated with

Also associated with

No associations

Rating

Stochastic Stepwise Ensembles for Variable Selection 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 Stochastic Stepwise Ensembles for Variable Selection, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Stochastic Stepwise Ensembles for Variable Selection will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-579098