\name{FSelector-package} \alias{FSelector-package} \alias{FSelector} \docType{package} \title{ Package for selecting attributes } \description{ Package containing functions for selecting attributes from a given dataset and a destination attribute. } \details{ \tabular{ll}{ Package: \tab FSelector\cr Type: \tab Package\cr Version: \tab 0.31\cr Date: \tab 2018-05-16\cr License: \tab GPL-2\cr LazyLoad: \tab yes\cr } This package contains: \itemize{ \item{-}{Algorithms for filtering attributes: cfs, chi.squared, information.gain, gain.ratio, symmetrical.uncertainty, linear.correlation, rank.correlation, oneR, relief, consistency, random.forest.importance} \item{-}{Algorithms for wrapping classifiers and search attribute subset space: best.first.search, backward.search, forward.search, hill.climbing.search} \item{-}{Algorithm for choosing a subset of attributes based on attributes' weights: cutoff.k, cutoff.k.percent, cutoff.biggest.diff} \item{-}{Algorithm for creating formulas: as.simple.formula} } } \author{ Piotr Romanski \cr Maintainer: Lars Kotthoff } \keyword{ package }