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

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

java.lang.Object

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

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

ai.libs.jaicore.ml.core.filter.sampling.inmemory.casecontrol.CaseControlLikeSampling<D>

ai.libs.jaicore.ml.core.filter.sampling.inmemory.casecontrol.APilotEstimateSampling<D>

ai.libs.jaicore.ml.core.filter.sampling.inmemory.casecontrol.OSMAC<D>

All Implemented Interfaces:

java.lang.Iterable<org.api4.java.algorithm.events.IAlgorithmEvent>, java.util.concurrent.Callable<D>, java.util.Iterator<org.api4.java.algorithm.events.IAlgorithmEvent>, org.api4.java.ai.ml.core.filter.unsupervised.sampling.ISamplingAlgorithm<D>, org.api4.java.algorithm.IAlgorithm<D,D>, org.api4.java.common.control.ICancelable, org.api4.java.common.control.ILoggingCustomizable, org.api4.java.common.event.IEventEmitter<java.lang.Object>, org.api4.java.common.event.IRelaxedEventEmitter

public class OSMAC<D extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>
extends APilotEstimateSampling<D>

Field Summary

Fields inherited from class ai.libs.jaicore.ml.core.filter.sampling.inmemory.casecontrol.APilotEstimateSampling

preSampleSize

Fields inherited from class ai.libs.jaicore.ml.core.filter.sampling.inmemory.casecontrol.CaseControlLikeSampling

acceptanceThresholds, rand

Fields inherited from class ai.libs.jaicore.ml.core.filter.sampling.inmemory.ASamplingAlgorithm

sample, sampleSize

Constructor Summary

Constructors

Constructor	Description
OSMAC(java.util.Random rand, D input, ISamplingAlgorithmFactory<D,?> subSamplingFactory, int preSampleSize, org.api4.java.ai.ml.classification.IClassifier pilot)
OSMAC(java.util.Random rand, D input, org.api4.java.ai.ml.classification.IClassifier pilot)

Method Summary

Modifier and Type	Method	Description
java.util.List<ai.libs.jaicore.basic.sets.Pair<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,java.lang.Double>>	calculateAcceptanceThresholdsWithTrainedPilot(D instances, org.api4.java.ai.ml.classification.IClassifier pilotEstimator)

Methods inherited from class ai.libs.jaicore.ml.core.filter.sampling.inmemory.casecontrol.APilotEstimateSampling

computeAcceptanceThresholds, getLoggerName, getPilotEstimator, setLoggerName

Methods inherited from class ai.libs.jaicore.ml.core.filter.sampling.inmemory.casecontrol.CaseControlLikeSampling

countClassOccurrences, getAcceptanceThresholds, nextWithException, setAcceptanceTresholds

Methods inherited from class ai.libs.jaicore.ml.core.filter.sampling.inmemory.ASamplingAlgorithm

call, doInactiveStep, getComplementOfLastSample, getLogger, getSampleSize, nextSample, setSampleSize, setSampleSize

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

activate, announceTimeoutDetected, avoidReinterruptionOnShutdownOnCurrentThread, cancel, checkAndConductTermination, checkTermination, computeTimeoutAware, getActivationTime, getConfig, getDeadline, getId, getInput, getListeners, getNumCPUs, getRemainingTimeToDeadline, getState, getTimeout, getTimeoutPrecautionOffset, hasNext, hasThreadBeenInterruptedDuringShutdown, interruptThreadAsPartOfShutdown, isCanceled, isShutdownInitialized, isStopCriterionSatisfied, isTimeoutDefined, isTimeouted, iterator, next, post, registerActiveThread, registerListener, resolveShutdownInterruptOnCurrentThread, setConfig, setDeadline, 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 org.api4.java.algorithm.IAlgorithm

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

Methods inherited from interface org.api4.java.common.control.ICancelable

cancel

Methods inherited from interface java.lang.Iterable

forEach, iterator, spliterator

Methods inherited from interface java.util.Iterator

forEachRemaining, hasNext, next, remove

Constructor Detail

OSMAC

public OSMAC(java.util.Random rand,
             D input,
             org.api4.java.ai.ml.classification.IClassifier pilot)

OSMAC

public OSMAC(java.util.Random rand,
             D input,
             ISamplingAlgorithmFactory<D,?> subSamplingFactory,
             int preSampleSize,
             org.api4.java.ai.ml.classification.IClassifier pilot)

Method Detail

calculateAcceptanceThresholdsWithTrainedPilot

public java.util.List<ai.libs.jaicore.basic.sets.Pair<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,java.lang.Double>> calculateAcceptanceThresholdsWithTrainedPilot(D instances,
                                                                                                                                                                                          org.api4.java.ai.ml.classification.IClassifier pilotEstimator)
                                                                                                                                                                                   throws org.api4.java.algorithm.exceptions.AlgorithmTimeoutedException,
                                                                                                                                                                                          java.lang.InterruptedException,
                                                                                                                                                                                          org.api4.java.algorithm.exceptions.AlgorithmExecutionCanceledException

Specified by:

calculateAcceptanceThresholdsWithTrainedPilot in class APilotEstimateSampling<D extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>

Throws:

org.api4.java.algorithm.exceptions.AlgorithmTimeoutedException

java.lang.InterruptedException

org.api4.java.algorithm.exceptions.AlgorithmExecutionCanceledException