keel.Algorithms.Preprocess.Missing_Values.fkmeans

Class fkmeans

java.lang.Object

keel.Algorithms.Preprocess.Missing_Values.fkmeans.fkmeans

public class fkmeans
extends java.lang.Object

This class imputes the missing values by means of the Fuzzy K-means clustering algorithm. It creates a set of K fuzzy-clusters, and the missing values are filled in with the all the centroids, weighting the values with the membership degree of the instance to each cluster (based on the distance).

Constructor Summary

Constructors

Constructor and Description
fkmeans(java.lang.String fileParam) Creates a new instance of fkmeans

Method Summary

Modifier and Type	Method and Description
void	process() Process the training and test files provided in the parameters file to the constructor.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

fkmeans

public fkmeans(java.lang.String fileParam)

Creates a new instance of fkmeans

Parameters:

fileParam - The path to the configuration file with all the parameters in KEEL format

Method Detail

process

public void process()

Process the training and test files provided in the parameters file to the constructor.