ai.libs.jaicore.ml.experiments

Class MultiClassClassificationExperimentRunner

java.lang.Object

ai.libs.jaicore.ml.experiments.MultiClassClassificationExperimentRunner

public abstract class MultiClassClassificationExperimentRunner
extends java.lang.Object

Constructor Summary

Constructors

Constructor and Description
MultiClassClassificationExperimentRunner(java.io.File datasetFolder, java.lang.String[] classifiers, java.util.Map<java.lang.String,java.lang.String[]> setups, int[] timeoutsInSeconds, int numberOfRunsPerExperiment, float trainingPortion, int numberOfCPUs, int memoryInMB, EMulticlassMeasure performanceMeasure, IMultiClassClassificationExperimentDatabase logger)

Method Summary

Modifier and Type	Method and Description
java.util.List<java.io.File>	getAvailableDatasets(java.io.File folder)
protected abstract weka.classifiers.Classifier	getConfiguredClassifier(int seed, java.lang.String algoName, java.lang.String algoMode, int timeout, int numberOfCPUs, int memoryInMB, EMulticlassMeasure performanceMeasure)
java.lang.String	getExperimentDescription(int datasetId, weka.classifiers.Classifier algorithm, int seed)
weka.core.Instances	getKthInstances(java.io.File folder, int k)
IMultiClassClassificationExperimentDatabase	getLogger()
void	runAll()
void	runAny()
void	runExperiment(int datasetId, int timeoutId, int seedId, int algoAndSetupId)
void	runSpecific(int k)

Methods inherited from class java.lang.Object

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

Constructor Detail

MultiClassClassificationExperimentRunner

public MultiClassClassificationExperimentRunner(java.io.File datasetFolder,
                                                java.lang.String[] classifiers,
                                                java.util.Map<java.lang.String,java.lang.String[]> setups,
                                                int[] timeoutsInSeconds,
                                                int numberOfRunsPerExperiment,
                                                float trainingPortion,
                                                int numberOfCPUs,
                                                int memoryInMB,
                                                EMulticlassMeasure performanceMeasure,
                                                IMultiClassClassificationExperimentDatabase logger)
                                         throws java.io.IOException

Throws:

java.io.IOException

Method Detail

getConfiguredClassifier

protected abstract weka.classifiers.Classifier getConfiguredClassifier(int seed,
                                                                       java.lang.String algoName,
                                                                       java.lang.String algoMode,
                                                                       int timeout,
                                                                       int numberOfCPUs,
                                                                       int memoryInMB,
                                                                       EMulticlassMeasure performanceMeasure)

runAll

public void runAll()
            throws java.lang.Exception

Throws:

java.lang.Exception

runAny

public void runAny()
            throws java.lang.Exception

Throws:

java.lang.Exception

runSpecific

public void runSpecific(int k)
                 throws java.lang.Exception

Throws:

java.lang.Exception

runExperiment

public void runExperiment(int datasetId,
                          int timeoutId,
                          int seedId,
                          int algoAndSetupId)
                   throws java.lang.Exception

Throws:

java.lang.Exception

getExperimentDescription

public java.lang.String getExperimentDescription(int datasetId,
                                                 weka.classifiers.Classifier algorithm,
                                                 int seed)

getAvailableDatasets

public java.util.List<java.io.File> getAvailableDatasets(java.io.File folder)
                                                  throws java.io.IOException

Throws:

java.io.IOException

getKthInstances

public weka.core.Instances getKthInstances(java.io.File folder,
                                           int k)
                                    throws java.io.IOException

Throws:

java.io.IOException

getLogger

public IMultiClassClassificationExperimentDatabase getLogger()