\name{consistency} \alias{consistency} \title{ Consistency-based filter } \description{ The algorithm finds attribute subset using consistency measure for continous and discrete data. } \usage{ consistency(formula, data) } \arguments{ \item{formula}{ a symbolic description of a model } \item{data}{ data to process } } \details{ The alorithm makes use of \code{\link{best.first.search}} for searching the attribute subset space. } \seealso{ \code{\link{best.first.search}} } \value{ a character vector containing chosen attributes } \author{ Piotr Romanski } \examples{ library(mlbench) data(HouseVotes84) subset <- consistency(Class~., HouseVotes84) f <- as.simple.formula(subset, "Class") print(f) }