ai.libs.jaicore.ml.intervaltree

Class ExtendedM5Forest

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.SingleClassifierEnhancer

weka.classifiers.IteratedSingleClassifierEnhancer

weka.classifiers.ParallelIteratedSingleClassifierEnhancer

weka.classifiers.RandomizableParallelIteratedSingleClassifierEnhancer

weka.classifiers.meta.Bagging

ai.libs.jaicore.ml.intervaltree.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

Constructor Summary

Constructors

Constructor and Description
ExtendedM5Forest()
ExtendedM5Forest(int seed)
ExtendedM5Forest(IntervalAggregator treeAggregator, IntervalAggregator forestAggregator)

Method Summary

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

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, 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(IntervalAggregator treeAggregator,
                        IntervalAggregator forestAggregator)

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

predictInterval

public org.apache.commons.math3.geometry.euclidean.oned.Interval predictInterval(RQPHelper.IntervalAndHeader intervalAndHeader)

Specified by:

predictInterval in interface RangeQueryPredictor