ai.libs.jaicore.ml.evaluation.evaluators.weka

Class MonteCarloCrossValidationEvaluator

java.lang.Object

ai.libs.jaicore.ml.evaluation.evaluators.weka.MonteCarloCrossValidationEvaluator

All Implemented Interfaces:

ai.libs.jaicore.basic.events.IEventEmitter, ai.libs.jaicore.basic.ILoggingCustomizable, ai.libs.jaicore.basic.IObjectEvaluator<weka.classifiers.Classifier,java.lang.Double>, IClassifierEvaluator

public class MonteCarloCrossValidationEvaluator
extends java.lang.Object
implements IClassifierEvaluator, ai.libs.jaicore.basic.ILoggingCustomizable, ai.libs.jaicore.basic.events.IEventEmitter

A classifier evaluator that can perform a (monte-carlo)cross-validation on the given dataset. Thereby, it uses the AbstractSplitBasedClassifierEvaluator to evaluate the classifier on a random split of the dataset.

Constructor Summary

Constructors

Constructor and Description
MonteCarloCrossValidationEvaluator(ISplitBasedClassifierEvaluator<java.lang.Double> splitBasedEvaluator, IDatasetSplitter datasetSplitter, int repeats, weka.core.Instances data, double trainingPortion, long seed)
MonteCarloCrossValidationEvaluator(ISplitBasedClassifierEvaluator<java.lang.Double> splitBasedEvaluator, int repeats, weka.core.Instances data, double trainingPortion, long seed)

Method Summary

Modifier and Type	Method and Description
void	cancel()
java.lang.Double	evaluate(weka.classifiers.Classifier pl)
java.lang.Double	evaluate(weka.classifiers.Classifier pl, org.apache.commons.math3.stat.descriptive.DescriptiveStatistics stats)
ISplitBasedClassifierEvaluator<java.lang.Double>	getBridge()
java.lang.String	getLoggerName()
void	receiveEvent(ai.libs.jaicore.basic.events.IEvent event)
void	registerListener(java.lang.Object listener)
void	setLoggerName(java.lang.String name)

Methods inherited from class java.lang.Object

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

Constructor Detail

MonteCarloCrossValidationEvaluator

public MonteCarloCrossValidationEvaluator(ISplitBasedClassifierEvaluator<java.lang.Double> splitBasedEvaluator,
                                          IDatasetSplitter datasetSplitter,
                                          int repeats,
                                          weka.core.Instances data,
                                          double trainingPortion,
                                          long seed)

MonteCarloCrossValidationEvaluator

public MonteCarloCrossValidationEvaluator(ISplitBasedClassifierEvaluator<java.lang.Double> splitBasedEvaluator,
                                          int repeats,
                                          weka.core.Instances data,
                                          double trainingPortion,
                                          long seed)

Method Detail

cancel

public void cancel()

evaluate

public java.lang.Double evaluate(weka.classifiers.Classifier pl)
                          throws ai.libs.jaicore.basic.algorithm.exceptions.ObjectEvaluationFailedException,
                                 java.lang.InterruptedException

Specified by:

evaluate in interface ai.libs.jaicore.basic.IObjectEvaluator<weka.classifiers.Classifier,java.lang.Double>

Throws:

ai.libs.jaicore.basic.algorithm.exceptions.ObjectEvaluationFailedException

java.lang.InterruptedException

evaluate

public java.lang.Double evaluate(weka.classifiers.Classifier pl,
                                 org.apache.commons.math3.stat.descriptive.DescriptiveStatistics stats)
                          throws ai.libs.jaicore.basic.algorithm.exceptions.ObjectEvaluationFailedException,
                                 java.lang.InterruptedException

Throws:

ai.libs.jaicore.basic.algorithm.exceptions.ObjectEvaluationFailedException

java.lang.InterruptedException

getBridge

public ISplitBasedClassifierEvaluator<java.lang.Double> getBridge()

getLoggerName

public java.lang.String getLoggerName()

Specified by:

getLoggerName in interface ai.libs.jaicore.basic.ILoggingCustomizable

setLoggerName

public void setLoggerName(java.lang.String name)

Specified by:

setLoggerName in interface ai.libs.jaicore.basic.ILoggingCustomizable

registerListener

public void registerListener(java.lang.Object listener)

Specified by:

registerListener in interface ai.libs.jaicore.basic.events.IEventEmitter

receiveEvent

public void receiveEvent(ai.libs.jaicore.basic.events.IEvent event)