Stochastic Stepwise Ensembles for Variable Selection

Ensembles methods such as AdaBoost, Bagging and Random Forest have attracted much attention in the statistical learning community in the last 15 years. Zhu and Chipman (2006) proposed the idea of using ensembles for variable selection. Their implementation used a parallel genetic algorithm (PGA). In...

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Bibliographic Details
Main Author: Xin, Lu
Language:en
Published: 2009
Subjects:
Online Access:http://hdl.handle.net/10012/4369