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

Class SingleRandomSplitClassifierEvaluator

java.lang.Object

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

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

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

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>

public class SingleRandomSplitClassifierEvaluator
extends MonteCarloCrossValidationEvaluator

Constructor Summary

Constructors

Constructor	Description
SingleRandomSplitClassifierEvaluator(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?> data, double trainingPortion, java.util.Random random)

Method Summary

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

getRepeats, 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

SingleRandomSplitClassifierEvaluator

public SingleRandomSplitClassifierEvaluator(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?> data,
                                            double trainingPortion,
                                            java.util.Random random)