keel.Algorithms.Instance_Generation.LVQ

Class LVQ2_1Algorithm

java.lang.Object

keel.Algorithms.Instance_Generation.Basic.PrototypeGenerationAlgorithm<LVQ2_1>

keel.Algorithms.Instance_Generation.LVQ.LVQ2_1Algorithm

public class LVQ2_1Algorithm
extends PrototypeGenerationAlgorithm<LVQ2_1>

LVQ2.1 algorithm calling.

Author:

diegoj

Field Summary

Fields inherited from class keel.Algorithms.Instance_Generation.Basic.PrototypeGenerationAlgorithm

inputFiles, inputFilesPath, outputFiles, outputFilesPath, parameters, parametersName, TEST, testFileName, TRAINING, trainingFileName, VALIDATION

Constructor Summary

Constructors

Constructor and Description
LVQ2_1Algorithm()

Method Summary

Modifier and Type	Method and Description
protected LVQ2_1	buildNewPrototypeGenerator(PrototypeSet train, Parameters params) Builds a new LVQ2.1 object.
static void	main(java.lang.String[] args) Main method.

Methods inherited from class keel.Algorithms.Instance_Generation.Basic.PrototypeGenerationAlgorithm

assertArguments, distance, evaluate, execute, printParameters, readParametersFile, readPrototypeSet, writeOutput

Methods inherited from class java.lang.Object

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

Constructor Detail

LVQ2_1Algorithm

public LVQ2_1Algorithm()

Method Detail

buildNewPrototypeGenerator

protected LVQ2_1 buildNewPrototypeGenerator(PrototypeSet train,
                                            Parameters params)

Builds a new LVQ2.1 object.

Specified by:

buildNewPrototypeGenerator in class PrototypeGenerationAlgorithm<LVQ2_1>

Parameters:

train - Training data set.

params - Parameters of the method.

Returns:

a new LVQ2.1 object.

main

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

Main method. Executes LVQ2.1 method.

Parameters:

args - Console arguments of the method.