FSelector-package {FSelector} | R Documentation |
Package for selecting attributes
Description
Package containing functions for selecting attributes from a given dataset and a destination attribute.
Details
Package: | FSelector |
Type: | Package |
Version: | 0.16 |
Date: | 2009-04-11 |
License: | GPL |
LazyLoad: | yes |
This package contains:
- -
- Algorithms for filtering attributes: cfs, chi.squared, information.gain, gain.ratio, symmetrical.uncertainty, linear.correlation, rank.correlation, oneR, relief, consistency, random.forest.importance
- -
- Algorithms for wrapping classifiers and search attribute subset space: best.first.search, backward.search, forward.search, hill.climbing.search
- -
- Algorithm for choosing a subset of attributes based on attributes' weights: cutoff.k, cutoff.k.percent, cutoff.biggest.diff
- -
- Algorithm for creating formulas: as.simple.formula
Author(s)
Piotr Romanski
Maintainer: Piotr Romanski <p.romanski (a) stud.elka.pw.edu.pl>
[Package
FSelector version 0.18
Index]