keel.Algorithms.ImbalancedClassification.CSMethods.MLPerceptronBackpropCS

Class MLPerceptronBackpropCS

java.lang.Object

keel.Algorithms.ImbalancedClassification.CSMethods.MLPerceptronBackpropCS.MLPerceptronBackpropCS

public class MLPerceptronBackpropCS
extends java.lang.Object

Class for generating the individuals

Since:

JDK1.5

Version:

0.1

Author:

Written by Nicolas Garcia Pedrajas (University of Cordoba) 27/02/2007, Modified by Victoria Lopez Morales (University of Granada) 23/05/2010

Constructor Summary

Constructors

Constructor and Description
MLPerceptronBackpropCS() Empty constructor

Method Summary

Modifier and Type	Method and Description
static void	DatasetToArray(double[][] array, OpenDataset dataset) Transforms the dataset into a double matrix
static double	frandom(double min, double max) Generates a random number between min and max
static int	irandom(double min, double max) Generates a random integer number between min and max
static void	main(java.lang.String[] args) Main function

Methods inherited from class java.lang.Object

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

Constructor Detail

MLPerceptronBackpropCS

public MLPerceptronBackpropCS()

Empty constructor

Method Detail

main

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

Main function

Parameters:

args - Arguments to main method

DatasetToArray

public static void DatasetToArray(double[][] array,
                                  OpenDataset dataset)

Transforms the dataset into a double matrix

Parameters:

array - Output matrix

dataset - Input dataset

frandom

public static double frandom(double min,
                             double max)

Generates a random number between min and max

Parameters:

min - Min value

max - Max value

Returns:

random float number

irandom

public static int irandom(double min,
                          double max)

Generates a random integer number between min and max

Parameters:

min - Min value

max - Max value

Returns:

random integer number