Module es.upm.fi.cig.multictbnc

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

Class FeatureStreamImplementationExperiment

java.lang.Object

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

Direct Known Subclasses:

FeatureStreamAsStaticDatasetExperiment, FeatureStreamWithFSSExperiment, FeatureStreamWithFSSWithoutUpdatingExperiment, FeatureStreamWithoutFSSExperiment

public abstract class FeatureStreamImplementationExperiment
extends Object

Abstract class representing an implementation of an experiment with feature streams.

Constructor Summary

Constructors

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

Method Summary

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

Methods inherited from class java.lang.Object

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

Constructor Details

FeatureStreamImplementationExperiment

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

Constructs a FeatureStreamImplementationExperiment 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:

IOException - if an error occurs in file handling

UnreadDatasetException - if the dataset cannot be read

Method Details

getFilenameResults

public abstract String getFilenameResults()

Provides the filename for storing results.

Returns:

the filename as a string

execute

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

Executes the experiment.

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

close

public void close()
           throws IOException

Closes the resources used for the experiment. This includes the file writers for metrics and selected features.

Throws:

IOException - if an error occurs in file handling