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

Class CachingMonteCarloCrossValidationSplitSetGenerator<D extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>

java.lang.Object

ai.libs.jaicore.ml.core.evaluation.splitsetgenerator.MonteCarloCrossValidationSplitSetGenerator<D>

ai.libs.jaicore.ml.core.evaluation.splitsetgenerator.CachingMonteCarloCrossValidationSplitSetGenerator<D>

All Implemented Interfaces:

org.api4.java.ai.ml.core.evaluation.execution.IDatasetSplitSetGenerator<D>, org.api4.java.common.control.ILoggingCustomizable

public class CachingMonteCarloCrossValidationSplitSetGenerator<D extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>
extends MonteCarloCrossValidationSplitSetGenerator<D>

Constructor Summary

Constructors

Constructor	Description
CachingMonteCarloCrossValidationSplitSetGenerator(org.api4.java.ai.ml.core.dataset.splitter.IRandomDatasetSplitter<D> datasetSplitter, int repeats, java.util.Random random)

Method Summary

Modifier and Type	Method	Description
org.api4.java.ai.ml.core.evaluation.execution.IDatasetSplitSet<D>	nextSplitSet(D data)

Methods inherited from class ai.libs.jaicore.ml.core.evaluation.splitsetgenerator.MonteCarloCrossValidationSplitSetGenerator

getLoggerName, getNumFoldsPerSplit, getNumSplitsPerSet, setLoggerName, toString

Methods inherited from class java.lang.Object

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

Constructor Detail

CachingMonteCarloCrossValidationSplitSetGenerator

public CachingMonteCarloCrossValidationSplitSetGenerator(org.api4.java.ai.ml.core.dataset.splitter.IRandomDatasetSplitter<D> datasetSplitter,
                                                         int repeats,
                                                         java.util.Random random)

Method Detail

nextSplitSet

public org.api4.java.ai.ml.core.evaluation.execution.IDatasetSplitSet<D> nextSplitSet(D data)
                                                                               throws java.lang.InterruptedException,
                                                                                      org.api4.java.ai.ml.core.dataset.splitter.SplitFailedException

Specified by:

nextSplitSet in interface org.api4.java.ai.ml.core.evaluation.execution.IDatasetSplitSetGenerator<D extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>

Overrides:

nextSplitSet in class MonteCarloCrossValidationSplitSetGenerator<D extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>

Throws:

java.lang.InterruptedException

org.api4.java.ai.ml.core.dataset.splitter.SplitFailedException