Package ai.libs.mlplan.multiclass.sklearn

Class MLPlan4ScikitLearn

  • All Implemented Interfaces:
    java.lang.Iterable<org.api4.java.algorithm.events.IAlgorithmEvent>, java.util.concurrent.Callable<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,​org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>, java.util.Iterator<org.api4.java.algorithm.events.IAlgorithmEvent>, org.api4.java.algorithm.IAlgorithm<org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?>,​ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,​org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>, org.api4.java.common.control.ICancelable, org.api4.java.common.control.ILoggingCustomizable
    public class MLPlan4ScikitLearn
extends ai.libs.mlplan.core.MLPlan<ai.libs.jaicore.ml.scikitwrapper.ScikitLearnWrapper<org.api4.java.ai.ml.core.evaluation.IPrediction,​org.api4.java.ai.ml.core.evaluation.IPredictionBatch>>

    • Method Summary

      • Methods inherited from class ai.libs.mlplan.core.MLPlan

        call, cancel, getClassifierEvaluatorForSearch, getClassifierEvaluatorForSelection, getComponentInstanceOfSelectedClassifier, getConfig, getHASCO, getInternalValidationErrorOfSelectedClassifier, getLoggerName, getOptimizingFactory, getSearch, getSearchProblemInputGenerator, getSelectedClassifier, getTwoPhaseHASCOFactory, isBuildSelectedClasifierOnGivenData, nextWithException, receiveEvent, setBuildSelectedClasifierOnGivenData, setLoggerName, setPortionOfDataForPhase2, setRandomSeed

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

        activate, announceTimeoutDetected, avoidReinterruptionOnShutdownOnCurrentThread, checkAndConductTermination, checkTermination, computeTimeoutAware, getActivationTime, getId, getInput, getListeners, getNumCPUs, getRemainingTimeToDeadline, getState, getTimeout, getTimeoutPrecautionOffset, hasNext, hasThreadBeenInterruptedDuringShutdown, interruptThreadAsPartOfShutdown, isCanceled, isShutdownInitialized, isStopCriterionSatisfied, 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 java.lang.Iterable

        forEach, spliterator

      • Methods inherited from interface java.util.Iterator

        forEachRemaining, remove

    • Constructor Detail

      • MLPlan4ScikitLearn

        public MLPlan4ScikitLearn​(MLPlanScikitLearnBuilder builder,
                          org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<?> data)