ai.libs.jaicore.ml.core.dataset.sampling.inmemory

Class ASamplingAlgorithm<D extends IDataset<?>>

java.lang.Object

ai.libs.jaicore.basic.algorithm.AAlgorithm<D,D>

ai.libs.jaicore.ml.core.dataset.sampling.inmemory.ASamplingAlgorithm<D>

All Implemented Interfaces:

ai.libs.jaicore.basic.algorithm.IAlgorithm<D,D>, ai.libs.jaicore.basic.Cancelable, ai.libs.jaicore.basic.ILoggingCustomizable, ISamplingAlgorithm<D>, java.lang.Iterable<ai.libs.jaicore.basic.algorithm.events.AlgorithmEvent>, java.util.concurrent.Callable<D>, java.util.Iterator<ai.libs.jaicore.basic.algorithm.events.AlgorithmEvent>

Direct Known Subclasses:

CaseControlLikeSampling, ClusterSampling, SimpleRandomSampling, StratifiedSampling, SystematicSampling

public abstract class ASamplingAlgorithm<D extends IDataset<?>>
extends ai.libs.jaicore.basic.algorithm.AAlgorithm<D,D>
implements ISamplingAlgorithm<D>

An abstract class for sampling algorithms providing basic functionality of an algorithm.

Field Summary

Fields

Modifier and Type	Field and Description
protected D	sample
protected java.lang.Integer	sampleSize

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	ASamplingAlgorithm(D input)

Method Summary

Modifier and Type	Method and Description
D	call()
protected ai.libs.jaicore.basic.algorithm.events.AlgorithmEvent	doInactiveStep()
void	setSampleSize(int size)

Methods inherited from class ai.libs.jaicore.basic.algorithm.AAlgorithm

activate, announceTimeoutDetected, avoidReinterruptionOnShutdownOnCurrentThread, cancel, checkAndConductTermination, checkTermination, computeTimeoutAware, getActivationTime, getConfig, getId, getInput, getLoggerName, getNumCPUs, getRemainingTimeToDeadline, getState, getTimeout, getTimeoutPrecautionOffset, hasNext, hasThreadBeenInterruptedDuringShutdown, interruptThreadAsPartOfShutdown, isCanceled, isShutdownInitialized, isStopCriterionSatisfied, isTimeouted, iterator, next, post, registerActiveThread, registerListener, resolveShutdownInterruptOnCurrentThread, setConfig, setLoggerName, setMaxNumThreads, setNumCPUs, setState, setTimeout, setTimeout, setTimeoutPrecautionOffset, shutdown, terminate, unregisterActiveThread, unregisterThreadAndShutdown

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.basic.algorithm.IAlgorithm

getConfig, getId, getInput, getNumCPUs, getTimeout, nextWithException, registerListener, setMaxNumThreads, setNumCPUs, setTimeout, setTimeout

Methods inherited from interface java.lang.Iterable

forEach, iterator, spliterator

Methods inherited from interface java.util.Iterator

forEachRemaining, hasNext, next, remove

Methods inherited from interface ai.libs.jaicore.basic.Cancelable

cancel

Field Detail

sampleSize

protected java.lang.Integer sampleSize

sample

protected D extends IDataset<?> sample

Constructor Detail

ASamplingAlgorithm

protected ASamplingAlgorithm(D input)

Method Detail

setSampleSize

public void setSampleSize(int size)

call

public D call()
       throws java.lang.InterruptedException,
              ai.libs.jaicore.basic.algorithm.AlgorithmExecutionCanceledException,
              ai.libs.jaicore.basic.algorithm.exceptions.AlgorithmException

Specified by:

call in interface ai.libs.jaicore.basic.algorithm.IAlgorithm<D extends IDataset<?>,D extends IDataset<?>>

Specified by:

call in interface java.util.concurrent.Callable<D extends IDataset<?>>

Throws:

java.lang.InterruptedException

ai.libs.jaicore.basic.algorithm.AlgorithmExecutionCanceledException

ai.libs.jaicore.basic.algorithm.exceptions.AlgorithmException

doInactiveStep

protected ai.libs.jaicore.basic.algorithm.events.AlgorithmEvent doInactiveStep()
                                                                        throws ai.libs.jaicore.basic.algorithm.exceptions.AlgorithmException

Throws:

ai.libs.jaicore.basic.algorithm.exceptions.AlgorithmException