Package ai.libs.jaicore.ml.weka.rangequery.learner.intervaltree

Class ExtendedM5Forest

  • All Implemented Interfaces:
    RangeQueryPredictor, java.io.Serializable, java.lang.Cloneable, weka.classifiers.Classifier, weka.core.AdditionalMeasureProducer, weka.core.Aggregateable<weka.classifiers.meta.Bagging>, weka.core.BatchPredictor, weka.core.CapabilitiesHandler, weka.core.CapabilitiesIgnorer, weka.core.CommandlineRunnable, weka.core.OptionHandler, weka.core.PartitionGenerator, weka.core.Randomizable, weka.core.RevisionHandler, weka.core.TechnicalInformationHandler, weka.core.WeightedInstancesHandler
    public class ExtendedM5Forest
extends weka.classifiers.meta.Bagging
implements RangeQueryPredictor
    See Also:
    Serialized Form

    • Field Summary

      • Fields inherited from class weka.classifiers.meta.Bagging

        m_BagSizePercent, m_CalcOutOfBag, m_classifiersCache, m_data, m_inBag, m_OutOfBagEvaluationObject, m_random, m_RepresentUsingWeights

      • Fields inherited from class weka.classifiers.RandomizableParallelIteratedSingleClassifierEnhancer

        m_Seed

      • Fields inherited from class weka.classifiers.ParallelIteratedSingleClassifierEnhancer

        m_numExecutionSlots

      • Fields inherited from class weka.classifiers.IteratedSingleClassifierEnhancer

        m_Classifiers, m_NumIterations

      • Fields inherited from class weka.classifiers.SingleClassifierEnhancer

        m_Classifier

      • Fields inherited from class weka.classifiers.AbstractClassifier

        BATCH_SIZE_DEFAULT, m_BatchSize, m_Debug, m_DoNotCheckCapabilities, m_numDecimalPlaces, NUM_DECIMAL_PLACES_DEFAULT

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      protected java.lang.String defaultClassifierString()  
      org.apache.commons.math3.geometry.euclidean.oned.Interval predictInterval​(RQPHelper.IntervalAndHeader intervalAndHeader)  
      org.apache.commons.math3.geometry.euclidean.oned.Interval predictInterval​(weka.core.Instance rangeQuery)  

      • Methods inherited from class weka.classifiers.meta.Bagging

        aggregate, bagSizePercentTipText, buildClassifier, calcOutOfBagTipText, distributionForInstance, enumerateMeasures, finalizeAggregation, generatePartition, getBagSizePercent, getCalcOutOfBag, getMeasure, getMembershipValues, getOptions, getOutOfBagEvaluationObject, getOutputOutOfBagComplexityStatistics, getPrintClassifiers, getRepresentCopiesUsingWeights, getRevision, getStoreOutOfBagPredictions, getTechnicalInformation, getTrainingSet, globalInfo, listOptions, main, measureOutOfBagError, numElements, outputOutOfBagComplexityStatisticsTipText, printClassifiersTipText, representCopiesUsingWeightsTipText, setBagSizePercent, setCalcOutOfBag, setOptions, setOutputOutOfBagComplexityStatistics, setPrintClassifiers, setRepresentCopiesUsingWeights, setStoreOutOfBagPredictions, storeOutOfBagPredictionsTipText, toString

      • Methods inherited from class weka.classifiers.RandomizableParallelIteratedSingleClassifierEnhancer

        getSeed, seedTipText, setSeed

      • Methods inherited from class weka.classifiers.ParallelIteratedSingleClassifierEnhancer

        buildClassifiers, getNumExecutionSlots, numExecutionSlotsTipText, setNumExecutionSlots

      • Methods inherited from class weka.classifiers.IteratedSingleClassifierEnhancer

        defaultNumberOfIterations, getM_Classifiers, getNumIterations, numIterationsTipText, setNumIterations

      • Methods inherited from class weka.classifiers.SingleClassifierEnhancer

        classifierTipText, defaultClassifierOptions, getCapabilities, getClassifier, getClassifierSpec, postExecution, preExecution, setClassifier

      • Methods inherited from class weka.classifiers.AbstractClassifier

        batchSizeTipText, classifyInstance, debugTipText, distributionsForInstances, doNotCheckCapabilitiesTipText, forName, getBatchSize, getDebug, getDoNotCheckCapabilities, getNumDecimalPlaces, implementsMoreEfficientBatchPrediction, makeCopies, makeCopy, numDecimalPlacesTipText, run, runClassifier, setBatchSize, setDebug, setDoNotCheckCapabilities, setNumDecimalPlaces

      • Methods inherited from class java.lang.Object

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

      • Methods inherited from interface weka.core.CapabilitiesHandler

        getCapabilities

    • Constructor Detail

      • ExtendedM5Forest

        public ExtendedM5Forest()

      • ExtendedM5Forest

        public ExtendedM5Forest​(int seed)

    • Method Detail

      • defaultClassifierString

        protected java.lang.String defaultClassifierString()
        Overrides:
        defaultClassifierString in class weka.classifiers.meta.Bagging

      • predictInterval

        public org.apache.commons.math3.geometry.euclidean.oned.Interval predictInterval​(weka.core.Instance rangeQuery)
        Specified by:
        predictInterval in interface RangeQueryPredictor