keel.Algorithms.Semi_Supervised_Learning.NBSSL

Class NBSSLAlgorithm

java.lang.Object

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

keel.Algorithms.Semi_Supervised_Learning.NBSSL.NBSSLAlgorithm

public class NBSSLAlgorithm
extends PrototypeGenerationAlgorithm<NBSSLGenerator>

NBSSL 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
NBSSLAlgorithm()

Method Summary

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

NBSSLAlgorithm

public NBSSLAlgorithm()

Method Detail

buildNewPrototypeGenerator

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

/** Builds a new NBSSLGenerator.

Specified by:

buildNewPrototypeGenerator in class PrototypeGenerationAlgorithm<NBSSLGenerator>

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 NBSSLGenerator object with data and parameters full load.

main

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

Main method. Executes NBSSL algorithm.

Parameters:

args - Console arguments of the method.