Author:Martin Guetlein <martin.guetlein{[at]}gmail.com>
Category:Attribute selection
Date:2012-03-20
Depends:weka (>=3.7.1), classifierBasedAttributeSelection (>=1.0.0)
Description:Extension of BestFirst. Takes a restricted number of k attributes into account. Fixed-set selects a fixed number k of attributes, whereas k is increased in each step when fixed-width is selected. The search uses either the initial ordering to select the top k attributes, or performs a ranking (with the same evalutator the search uses later on). The search direction can be forward, or floating forward selection (with opitional backward search steps). For more information see: Martin Guetlein (2006). Large Scale Attribute Selection Using Wrappers. Freiburg, Germany.
License:GPL 3.0
Maintainer:Martin Guetlein <martin.guetlein{[at]}gmail.com>
PackageURL:http://prdownloads.sourceforge.net/weka/linearForwardSelection1.0.1.zip?download
Related:BestFirst, GreedyStepwize, WrapperSubsetEval
URL:http://weka.sourceforge.net/doc.packages/linearForwardSelection
Version:1.0.1