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

Class ExtrapolatedSaturationPointEvaluatorFactory

java.lang.Object

ai.libs.jaicore.ml.core.evaluation.evaluator.factory.ExtrapolatedSaturationPointEvaluatorFactory

All Implemented Interfaces:

ISupervisedLearnerEvaluatorFactory<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>, org.api4.java.ai.ml.core.evaluation.IPredictionPerformanceMetricConfigurable, org.api4.java.ai.ml.core.IDataConfigurable<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>, org.api4.java.common.control.IRandomConfigurable

public class ExtrapolatedSaturationPointEvaluatorFactory
extends java.lang.Object
implements ISupervisedLearnerEvaluatorFactory<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>, org.api4.java.common.control.IRandomConfigurable, org.api4.java.ai.ml.core.IDataConfigurable<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>, org.api4.java.ai.ml.core.evaluation.IPredictionPerformanceMetricConfigurable

Constructor Summary

Constructors

Constructor	Description
ExtrapolatedSaturationPointEvaluatorFactory(int[] anchorpoints, ISamplingAlgorithmFactory<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>,? extends ASamplingAlgorithm<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>> subsamplingAlgorithmFactory, double trainSplitForAnchorpointsMeasurement, LearningCurveExtrapolationMethod extrapolationMethod)

Method Summary

Modifier and Type	Method	Description
org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>	getData()
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<?>>	getLearnerEvaluator()
void	setData(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> data)
void	setMeasure(org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure<?,?> measure)
void	setRandom(java.util.Random random)

Methods inherited from class java.lang.Object

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

Constructor Detail

ExtrapolatedSaturationPointEvaluatorFactory

public ExtrapolatedSaturationPointEvaluatorFactory(int[] anchorpoints,
                                                   ISamplingAlgorithmFactory<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>,? extends ASamplingAlgorithm<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>> subsamplingAlgorithmFactory,
                                                   double trainSplitForAnchorpointsMeasurement,
                                                   LearningCurveExtrapolationMethod extrapolationMethod)

Method Detail

getLearnerEvaluator

public 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<?>> getLearnerEvaluator()
                                                                                                                                                                                                                       throws LearnerEvaluatorConstructionFailedException

Specified by:

getLearnerEvaluator in interface ISupervisedLearnerEvaluatorFactory<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>

Throws:

LearnerEvaluatorConstructionFailedException

setData

public void setData(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> data)

Specified by:

setData in interface org.api4.java.ai.ml.core.IDataConfigurable<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>

getData

public org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> getData()

Specified by:

getData in interface org.api4.java.ai.ml.core.IDataConfigurable<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>

setRandom

public void setRandom(java.util.Random random)

Specified by:

setRandom in interface org.api4.java.common.control.IRandomConfigurable

setMeasure

public void setMeasure(org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure<?,?> measure)

Specified by:

setMeasure in interface org.api4.java.ai.ml.core.evaluation.IPredictionPerformanceMetricConfigurable