keel.Algorithms.Instance_Generation.DROP3LVQ3

Class DROP3LVQ3

java.lang.Object

keel.Algorithms.Preprocess.Basic.Metodo

keel.Algorithms.Instance_Generation.DROP3LVQ3.DROP3LVQ3

public class DROP3LVQ3
extends Metodo

DROP3LVQ3

Author:

Salvador García López

Field Summary

Fields

Modifier and Type	Field and Description
protected int	numberOfClass
protected int	numberOfPrototypes
protected int	numberOfStrategies
java.lang.String	Script

Fields inherited from class keel.Algorithms.Preprocess.Basic.Metodo

clasesTest, clasesTrain, datosTest, datosTrain, distanceEu, entradas, ficheroSalida, ficheroTest, ficheroTraining, ficheroValidation, nEntradas, nominalDistance, nominalTrain, nulosTrain, realTest, realTrain, relation, salida, stdDev, test, training

Constructor Summary

Constructors

Constructor and Description
DROP3LVQ3(java.lang.String ficheroScript)

Method Summary

Modifier and Type	Method and Description
static Prototype	_1nn(Prototype current, PrototypeSet dataSet) Implements the 1NN algorithm
double	classficationAccuracy1NN(PrototypeSet training, PrototypeSet test)
void	ejecutar()
void	leerConfiguracion(java.lang.String ficheroScript) Reads the parameters of the algorithm.
static PrototypeSet	readPrototypeSet(java.lang.String nameOfFile) Reads the prototype set from a data file.

Methods inherited from class keel.Algorithms.Preprocess.Basic.Metodo

normalizar

Methods inherited from class java.lang.Object

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

Field Detail

Script

public java.lang.String Script

numberOfClass

protected int numberOfClass

numberOfPrototypes

protected int numberOfPrototypes

numberOfStrategies

protected int numberOfStrategies

Constructor Detail

DROP3LVQ3

public DROP3LVQ3(java.lang.String ficheroScript)

Method Detail

readPrototypeSet

public static PrototypeSet readPrototypeSet(java.lang.String nameOfFile)

Reads the prototype set from a data file.

Parameters:

nameOfFile - Name of data file to be read.

Returns:

PrototypeSet built with the data of the file.

_1nn

public static Prototype _1nn(Prototype current,
                             PrototypeSet dataSet)

Implements the 1NN algorithm

Parameters:

current - Prototype which the algorithm will find its nearest-neighbor.

dataSet - Prototype set in which the algorithm will search.

Returns:

Nearest prototype to current in the prototype set dataset.

classficationAccuracy1NN

public double classficationAccuracy1NN(PrototypeSet training,
                                       PrototypeSet test)

ejecutar

public void ejecutar()

leerConfiguracion

public void leerConfiguracion(java.lang.String ficheroScript)

Description copied from class: Metodo

Reads the parameters of the algorithm. Must be implemented in the subclass.

Overrides:

leerConfiguracion in class Metodo

Parameters:

ficheroScript - Configuration script