Package ai.libs.jaicore.ml.core.filter.sampling.inmemory.factories

Class ASampleAlgorithmFactory<D extends org.api4.java.ai.ml.core.dataset.IDataset<?>,A extends ASamplingAlgorithm<D>>

java.lang.Object

ai.libs.jaicore.ml.core.filter.sampling.inmemory.factories.ASampleAlgorithmFactory<D,A>

All Implemented Interfaces:

ISamplingAlgorithmFactory<D,A>, org.api4.java.common.reconstruction.IReconstructible

Direct Known Subclasses:

GmeansSamplingFactory, KmeansSamplingFactory, LabelBasedStratifiedSamplingFactory, LocalCaseControlSamplingFactory, OSMACSamplingFactory, SimpleRandomSamplingFactory, StratifiedSamplingFactory, SystematicSamplingFactory

public abstract class ASampleAlgorithmFactory<D extends org.api4.java.ai.ml.core.dataset.IDataset<?>,A extends ASamplingAlgorithm<D>>
extends java.lang.Object
implements ISamplingAlgorithmFactory<D,A>, org.api4.java.common.reconstruction.IReconstructible

Constructor Summary

Constructors

Constructor	Description
ASampleAlgorithmFactory()

Method Summary

Modifier and Type	Method	Description
void	addInstruction(org.api4.java.common.reconstruction.IReconstructionInstruction instruction)
static <D extends org.api4.java.ai.ml.core.dataset.IDataset<?>,A extends ASamplingAlgorithm<D>,T extends ASampleAlgorithmFactory<D,A>> T	create(java.lang.Class<T> factoryClazz, int sampleSize, long seed)
A	getAlgorithm(D inputDataset)	After the necessary config is done, this method returns a fully configured instance of a sampling algorithm.
protected ai.libs.jaicore.basic.reconstruction.ReconstructionInstruction	getConstructionInstruction()
org.api4.java.common.reconstruction.IReconstructionPlan	getConstructionPlan()
java.util.Random	getRandom()
int	getSampleSize()
long	getSeed()
void	setRandom(java.util.Random random)
void	setSampleSize(int sampleSize)
void	setSeed(long seed)

Methods inherited from class java.lang.Object

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

Methods inherited from interface ai.libs.jaicore.ml.core.filter.sampling.inmemory.factories.interfaces.ISamplingAlgorithmFactory

getAlgorithm

Constructor Detail

ASampleAlgorithmFactory

public ASampleAlgorithmFactory()

Method Detail

create

public static <D extends org.api4.java.ai.ml.core.dataset.IDataset<?>,A extends ASamplingAlgorithm<D>,T extends ASampleAlgorithmFactory<D,A>> T create(java.lang.Class<T> factoryClazz,
                                                                                                                                                                         int sampleSize,
                                                                                                                                                                         long seed)
                                                                                                                                                                  throws java.lang.InstantiationException,
                                                                                                                                                                         java.lang.IllegalAccessException,
                                                                                                                                                                         java.lang.reflect.InvocationTargetException,
                                                                                                                                                                         java.lang.NoSuchMethodException

Throws:

java.lang.InstantiationException

java.lang.IllegalAccessException

java.lang.reflect.InvocationTargetException

java.lang.NoSuchMethodException

getConstructionInstruction

protected ai.libs.jaicore.basic.reconstruction.ReconstructionInstruction getConstructionInstruction()

getConstructionPlan

public org.api4.java.common.reconstruction.IReconstructionPlan getConstructionPlan()

Specified by:

getConstructionPlan in interface org.api4.java.common.reconstruction.IReconstructible

addInstruction

public void addInstruction(org.api4.java.common.reconstruction.IReconstructionInstruction instruction)

Specified by:

addInstruction in interface org.api4.java.common.reconstruction.IReconstructible

getAlgorithm

public A getAlgorithm(D inputDataset)

Description copied from interface: ISamplingAlgorithmFactory

After the necessary config is done, this method returns a fully configured instance of a sampling algorithm. Here, it is assumed that random aspects or sample sizes have already been defined before

Specified by:

getAlgorithm in interface ISamplingAlgorithmFactory<D extends org.api4.java.ai.ml.core.dataset.IDataset<?>,A extends ASamplingAlgorithm<D>>

getSampleSize

public int getSampleSize()

setSampleSize

public void setSampleSize(int sampleSize)

getRandom

public java.util.Random getRandom()

setRandom

public void setRandom(java.util.Random random)

getSeed

public long getSeed()

setSeed

public void setSeed(long seed)