FSelector (version 0.34)

consistency: Consistency-based filter

Description

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

Usage

consistency(formula, data)

Value

a character vector containing chosen attributes

Arguments

formula

a symbolic description of a model

data

data to process

Author

Piotr Romanski

Details

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

See Also

best.first.search

Examples

if (FALSE) {
  library(mlbench)
  data(HouseVotes84)
  
  subset <- consistency(Class~., HouseVotes84)
  f <- as.simple.formula(subset, "Class")
  print(f)
}