Module es.upm.fi.cig.multictbnc

Package es.upm.fi.cig.multictbnc.experiments.implementationsexperiments.featurestreamexperiments

Class FeatureStreamWithoutFSSExperiment

java.lang.Object

es.upm.fi.cig.multictbnc.experiments.implementationsexperiments.featurestreamexperiments.FeatureStreamImplementationExperiment

es.upm.fi.cig.multictbnc.experiments.implementationsexperiments.featurestreamexperiments.FeatureStreamWithoutFSSExperiment

public class FeatureStreamWithoutFSSExperiment
extends FeatureStreamImplementationExperiment

Represents an experiment for processing a feature stream dataset without online feature subset selection but with model updates.

Constructor Summary

Constructors

Constructor	Description
FeatureStreamWithoutFSSExperiment(String pathFeatureStream, String nameTimeVariable, List<String> nameClassVariables, DatasetReader initialDatasetReader, DatasetReader testDatasetReader, int experimentNumber, int numFeatures, boolean areModelsValidated)	Initializes a FeatureStreamWithoutFSSExperiment with the provided configuration parameters.

Method Summary

Modifier and Type	Method	Description
void	execute(MultiCTBNC<CPTNode,CIMNode> model)	Executes the experiment.
String	getFilenameResults()	Provides the filename for storing results.

Methods inherited from class es.upm.fi.cig.multictbnc.experiments.implementationsexperiments.featurestreamexperiments.FeatureStreamImplementationExperiment

close

Methods inherited from class java.lang.Object

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

Constructor Details

FeatureStreamWithoutFSSExperiment

public FeatureStreamWithoutFSSExperiment(String pathFeatureStream,
 String nameTimeVariable,
 List<String> nameClassVariables,
 DatasetReader initialDatasetReader,
 DatasetReader testDatasetReader,
 int experimentNumber,
 int numFeatures,
 boolean areModelsValidated)
                                  throws UnreadDatasetException,
IOException

Initializes a FeatureStreamWithoutFSSExperiment with the provided configuration parameters.

Parameters:

pathFeatureStream - path to the feature stream

nameTimeVariable - name of the time variable

nameClassVariables - list of names of class variables

initialDatasetReader - DatasetReader for the initial dataset

testDatasetReader - DatasetReader for the test dataset

experimentNumber - number identifying the experiment

numFeatures - number of features in the dataset (used to identify results files)

areModelsValidated - boolean indicating whether the models should be validated

Throws:

UnreadDatasetException - if there is an issue reading the dataset

IOException - if there is an I/O error

Method Details

getFilenameResults

public String getFilenameResults()

Description copied from class: FeatureStreamImplementationExperiment

Provides the filename for storing results.

Specified by:

getFilenameResults in class FeatureStreamImplementationExperiment

Returns:

the filename as a string

execute

public void execute(MultiCTBNC<CPTNode,CIMNode> model)
             throws IOException

Description copied from class: FeatureStreamImplementationExperiment

Executes the experiment.

Specified by:

execute in class FeatureStreamImplementationExperiment

Parameters:

model - Multi-CTBNC used in the experiment

Throws:

IOException - if an error occurs in file handling