consistency: Consistency-based filter

In FSelector: Selecting Attributes

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

Details

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

Value

a character vector containing chosen attributes

Author(s)

Piotr Romanski

See Also

best.first.search

Examples

## Not run: 
  library(mlbench)
  data(HouseVotes84)
  
  subset <- consistency(Class~., HouseVotes84)
  f <- as.simple.formula(subset, "Class")
  print(f)

## End(Not run)

FSelector documentation built on Aug. 23, 2023, 1:08 a.m.