keel.Algorithms.Semi_Supervised_Learning.SMOSSL

Class SMOSSLAlgorithm

java.lang.Object

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

keel.Algorithms.Semi_Supervised_Learning.SMOSSL.SMOSSLAlgorithm

public class SMOSSLAlgorithm
extends PrototypeGenerationAlgorithm<SMOSSLGenerator>

SMOSSL 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
SMOSSLAlgorithm()

Method Summary

Modifier and Type	Method and Description
protected SMOSSLGenerator	buildNewPrototypeGenerator(PrototypeSet train, PrototypeSet unlabeled, PrototypeSet test, Parameters params) Builds a new SMOSSLGenerator.
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

SMOSSLAlgorithm

public SMOSSLAlgorithm()

Method Detail

buildNewPrototypeGenerator

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

Builds a new SMOSSLGenerator.

Specified by:

buildNewPrototypeGenerator in class PrototypeGenerationAlgorithm<SMOSSLGenerator>

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 SMOSSLGenerator object with data and parameters full load.

main

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

Main method. Executes SMOSSL algorithm.

Parameters:

args - Console arguments of the method.