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frbs (version 3.2-0)

ECM: Evolving Clustering Method

Description

This function is a part of the DENFIS method to generate cluster centers.

Usage

ECM(data.train, Dthr)

Arguments

data.train

a matrix (\(m \times n\)) of data for training, where \(m\) is the number of instances and \(n\) is the number of variables where the last column is the output variable.

Dthr

the threshold value for the evolving clustering method (ECM), between 0 and 1.

Value

a matrix of cluster centers

See Also

DENFIS and DENFIS.eng