Package ai.libs.jaicore.ml.core.evaluation.evaluator

Class MonteCarloCrossValidationEvaluator

java.lang.Object

ai.libs.jaicore.ml.core.evaluation.evaluator.TrainPredictionBasedClassifierEvaluator

ai.libs.jaicore.ml.core.evaluation.evaluator.MonteCarloCrossValidationEvaluator

All Implemented Interfaces:

org.api4.java.ai.ml.classification.IClassifierEvaluator, org.api4.java.ai.ml.core.evaluation.ISupervisedLearnerEvaluator<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>, org.api4.java.common.attributedobjects.IGetter<org.api4.java.ai.ml.core.learner.ISupervisedLearner<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>,java.lang.Double>, org.api4.java.common.attributedobjects.IObjectEvaluator<org.api4.java.ai.ml.core.learner.ISupervisedLearner<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>,java.lang.Double>, org.api4.java.common.control.ILoggingCustomizable, org.api4.java.common.event.IEventEmitter<java.lang.Object>

Direct Known Subclasses:

SingleRandomSplitClassifierEvaluator

public class MonteCarloCrossValidationEvaluator
extends TrainPredictionBasedClassifierEvaluator

Constructor Summary

Constructors

Constructor	Description
MonteCarloCrossValidationEvaluator(boolean cacheSplitSets, org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> data, int repeats, double trainingPortion, java.util.Random random, org.api4.java.ai.ml.core.evaluation.execution.IAggregatedPredictionPerformanceMeasure<?,?> metric)
MonteCarloCrossValidationEvaluator(boolean cacheSplitSets, org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> data, org.api4.java.ai.ml.core.dataset.splitter.IRandomDatasetSplitter<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>> datasetSplitter, int repeats, java.util.Random random, org.api4.java.ai.ml.core.evaluation.execution.IAggregatedPredictionPerformanceMeasure<?,?> metric)
MonteCarloCrossValidationEvaluator(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> data, int repeats, double trainingPortion, java.util.Random random)

Method Summary

Modifier and Type	Method	Description
int	getRepeats()
java.lang.String	toString()

Methods inherited from class ai.libs.jaicore.ml.core.evaluation.evaluator.TrainPredictionBasedClassifierEvaluator

evaluate, getLoggerName, getMetric, getSplitGenerator, registerListener, setLoggerName

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.api4.java.common.attributedobjects.IObjectEvaluator

getPropertyOf

Constructor Detail

MonteCarloCrossValidationEvaluator

public MonteCarloCrossValidationEvaluator(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> data,
                                          int repeats,
                                          double trainingPortion,
                                          java.util.Random random)

MonteCarloCrossValidationEvaluator

public MonteCarloCrossValidationEvaluator(boolean cacheSplitSets,
                                          org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> data,
                                          int repeats,
                                          double trainingPortion,
                                          java.util.Random random,
                                          org.api4.java.ai.ml.core.evaluation.execution.IAggregatedPredictionPerformanceMeasure<?,?> metric)

MonteCarloCrossValidationEvaluator

public MonteCarloCrossValidationEvaluator(boolean cacheSplitSets,
                                          org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> data,
                                          org.api4.java.ai.ml.core.dataset.splitter.IRandomDatasetSplitter<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>> datasetSplitter,
                                          int repeats,
                                          java.util.Random random,
                                          org.api4.java.ai.ml.core.evaluation.execution.IAggregatedPredictionPerformanceMeasure<?,?> metric)

Method Detail

getRepeats

public int getRepeats()

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object