Module es.upm.fi.cig.multictbnc

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

Class FeatureStreamAsStaticDatasetExperiment

java.lang.Object

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

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

public class FeatureStreamAsStaticDatasetExperiment
extends FeatureStreamImplementationExperiment

Implements an experiment where a feature stream is treated as a static dataset. This class is responsible for training and validating a Multi-CTBNC.

Constructor Summary

Constructors

Constructor	Description
FeatureStreamAsStaticDatasetExperiment(String pathFeatureStream, String nameTimeVariable, List<String> nameClassVariables, DatasetReader initialDatasetReader, DatasetReader testDatasetReader, int experimentNumber, int numFeatures, boolean areModelsValidated)	Constructs a FeatureStreamAsStaticDatasetExperiment with the specified 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

FeatureStreamAsStaticDatasetExperiment

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

Constructs a FeatureStreamAsStaticDatasetExperiment with the specified parameters.

Parameters:

pathFeatureStream - path to the feature stream

nameTimeVariable - name of the time variable

nameClassVariables - list of names of class variables

initialDatasetReader - reader for the initial dataset

testDatasetReader - reader for the test dataset

experimentNumber - identifier of the experiment

numFeatures - number of features in the dataset

areModelsValidated - boolean flag indicating if models should be validated

Throws:

UnreadDatasetException - if the dataset cannot be read

IOException - if an error occurs in file reading

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 UnreadDatasetException,
IOException,
ErroneousValueException

Description copied from class: FeatureStreamImplementationExperiment

Executes the experiment.

Specified by:

execute in class FeatureStreamImplementationExperiment

Parameters:

model - Multi-CTBNC used in the experiment

Throws:

UnreadDatasetException - if the dataset cannot be read

IOException - if an error occurs in file handling

ErroneousValueException - if there are erroneous values in the data