keel.Algorithms.LQD.preprocess.Fuzzy_SMOTE

Class Main

java.lang.Object

keel.Algorithms.LQD.preprocess.Fuzzy_SMOTE.Main

public class Main
extends java.lang.Object

File: Main.java Read the parameters given by the user. Read the training file Analysis the classes to apply the preprocessing method. This method is based in SMOTE but now the inputs have meta-information and the outputs are imprecise (set of values). M and N can be obtained with the preprocessing method or can be indicate by the user Replace the missing values for the mean

Version:

1.0

Author:

Written by Ana Palacios Jimenez (University of Oviedo) 25/006/2010

Constructor Summary

Constructors

Constructor and Description
Main()

Method Summary

Modifier and Type	Method and Description
static java.util.Vector<java.lang.Integer>	distance(java.util.Vector<java.util.Vector<fuzzy>> M, int i)
static void	main(java.lang.String[] args) The main method of the class

Methods inherited from class java.lang.Object

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

Constructor Detail

Main

public Main()

Method Detail

main

public static void main(java.lang.String[] args)
                 throws java.io.IOException

The main method of the class

Parameters:

args - Arguments of the program (a configuration script, generally)

Throws:

java.io.IOException - if the configuration file can not be read.

distance

public static java.util.Vector<java.lang.Integer> distance(java.util.Vector<java.util.Vector<fuzzy>> M,
                                                           int i)
                                                    throws java.io.IOException

Throws:

java.io.IOException