Discretization using the method of equal frequencies

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Description

Unsupervised discretization using intervals of equal frequencies

Usage

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disc.ef(data, varcon, k,out=c("symb","num"))

Arguments

data

The dataset to be discretized

varcon

A vector containing the continuous features

k

The number of intervals to be used

out

To get the discretized dataset in a numerical format write "num". To get the discretized in an interval format write "symb"

Value

Returns a new data matrix with discretized values.

Author(s)

Edgar Acuna

References

Kantardzic M. (2003). Data Mining: Concepts, Models, methods, and Algorithms. John Wiley. New York.

See Also

disc.1r, disc.ew,chiMerge

Examples

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#Discretization using the equal frequency method
data(bupa)
bupa.disc.ef=disc.ef(bupa,1:6,8,out="symb")

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