consistency: Consistency-based filter

Description

The algorithm finds attribute subset using consistency measure for continous and discrete data.

Usage

consistency(formula, data)

Arguments

formula

a symbolic description of a model

data

data to process

Value

a character vector containing chosen attributes

Details

The alorithm makes use of best.first.search for searching the attribute subset space.

Examples

Run this code

# NOT RUN {
  library(mlbench)
  data(HouseVotes84)
  
  subset <- consistency(Class~., HouseVotes84)
  f <- as.simple.formula(subset, "Class")
  print(f)
# }