keel.Algorithms.Semi_Supervised_Learning.NNSSL

Class NNSSLAlgorithm

java.lang.Object

keel.Algorithms.Semi_Supervised_Learning.Basic.PrototypeGenerationAlgorithm<NNSSLGenerator>

keel.Algorithms.Semi_Supervised_Learning.NNSSL.NNSSLAlgorithm

public class NNSSLAlgorithm
extends PrototypeGenerationAlgorithm<NNSSLGenerator>

NNSSL algorithm calling.

Author:

Isaac Triguero

Field Summary

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

inputFiles, inputFilesPath, Itest, outputFiles, outputFilesPath, parameters, parametersName, TEST, testFileName, train, TRAINING, trainingFileName, TRS

Constructor Summary

Constructors

Constructor and Description
NNSSLAlgorithm()

Method Summary

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

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

assertArguments, execute, printParameters, readParametersFile, readPrototypeSet, readPrototypeSet, writeOutput

Methods inherited from class java.lang.Object

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

Constructor Detail

NNSSLAlgorithm

public NNSSLAlgorithm()

Method Detail

buildNewPrototypeGenerator

protected NNSSLGenerator buildNewPrototypeGenerator(PrototypeSet train,
                                                    PrototypeSet unlabeled,
                                                    PrototypeSet test,
                                                    Parameters params)

Builds a new NNSSLGenerator.

Specified by:

buildNewPrototypeGenerator in class PrototypeGenerationAlgorithm<NNSSLGenerator>

Parameters:

unlabeled - Unlabeled data set.

test - Test data set.

params - Parameters of the algorithm of reduction.

train - Training data set that will be used for the generator object.

Returns:

New prototype NNSSLGenerator object with data and parameters full load.

main

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

Main method. Executes NNSSL algorithm.

Parameters:

args - Console arguments of the method.