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

Class LocalCaseControlSampling

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.PilotEstimateSampling<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>

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

All Implemented Interfaces:

java.lang.Iterable<org.api4.java.algorithm.events.IAlgorithmEvent>, java.util.concurrent.Callable<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>, java.util.Iterator<org.api4.java.algorithm.events.IAlgorithmEvent>, org.api4.java.ai.ml.core.filter.unsupervised.sampling.ISamplingAlgorithm<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>, org.api4.java.algorithm.IAlgorithm<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>, org.api4.java.common.control.ICancelable, org.api4.java.common.control.ILoggingCustomizable

public class LocalCaseControlSampling
extends PilotEstimateSampling<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>

Field Summary

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

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

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

logger

Constructor Summary

Constructors

Constructor	Description
LocalCaseControlSampling(java.util.Random rand, int preSampleSize, org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?> 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(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?> instances, org.api4.java.ai.ml.classification.IClassifier pilotEstimator)

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

computeAcceptanceThresholds, getPilotEstimator

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, getSampleSize, nextSample, setSampleSize, setSampleSize

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, setDeadline, 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 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

LocalCaseControlSampling

public LocalCaseControlSampling(java.util.Random rand,
                                int preSampleSize,
                                org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?> input,
                                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(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?> 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 PilotEstimateSampling<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>>

Throws:

org.api4.java.algorithm.exceptions.AlgorithmTimeoutedException

java.lang.InterruptedException

org.api4.java.algorithm.exceptions.AlgorithmExecutionCanceledException