Package containing functions for selecting attributes from a given dataset and a destination attribute.
Piotr Romanski
Maintainer: Lars Kotthoff <larsko@uwyo.edu>
| Package: | FSelector |
| Type: | Package |
| Version: | 0.31 |
| Date: | 2018-05-16 |
| License: | GPL-2 |
| 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