keel.Algorithms.Semi_Supervised_Learning.Democratic

Class DemocraticAlgorithm

java.lang.Object

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

keel.Algorithms.Semi_Supervised_Learning.Democratic.DemocraticAlgorithm

public class DemocraticAlgorithm
extends PrototypeGenerationAlgorithm<DemocraticGenerator>

Democratic 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
DemocraticAlgorithm()

Method Summary

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

DemocraticAlgorithm

public DemocraticAlgorithm()

Method Detail

buildNewPrototypeGenerator

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

Builds a new DemocraticGenerator.

Specified by:

buildNewPrototypeGenerator in class PrototypeGenerationAlgorithm<DemocraticGenerator>

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 DemocraticGenerator object with data and parameters full load.

main

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

Main method. Executes Democratic algorithm.

Parameters:

args - Console arguments of the method.