FSinR (version 1.0.8)

RFSM: RFSM evaluation measure

Description

Feature set measure based on relief. Described in Arauzo2004FSinR

Usage

RFSM(data, class, features, m = 5, k = 4)

Arguments

data

• A data frame with the features and the class of the examples

class

• The name of the dependent variable

features

• The names of the selected features

m

• Number of iterations

k

• Number of neighbours

Value

• The value of the function for the selected features

References

Examples

# NOT RUN {
RFSM(iris, 'Species', c('Sepal.Width','Sepal.Length'))
# }