| 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 |