public class AdaHoeffdingOptionTree extends HoeffdingOptionTree
AdaHoeffdingOptionTree -o 50
Parameters:HoeffdingOptionTreeNB
Modifier and Type | Class and Description |
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static class |
AdaHoeffdingOptionTree.AdaLearningNode |
HoeffdingOptionTree.ActiveLearningNode, HoeffdingOptionTree.FoundNode, HoeffdingOptionTree.InactiveLearningNode, HoeffdingOptionTree.LearningNode, HoeffdingOptionTree.LearningNodeNB, HoeffdingOptionTree.LearningNodeNBAdaptive, HoeffdingOptionTree.Node, HoeffdingOptionTree.SplitNode
activeLeafByteSizeEstimate, activeLeafNodeCount, binarySplitsOption, byteSizeEstimateOverheadFraction, decisionNodeCount, dumpFileOption, gracePeriodOption, inactiveLeafByteSizeEstimate, inactiveLeafNodeCount, leafpredictionOption, maxByteSizeOption, maxOptionPathsOption, maxPredictionPaths, memoryEstimatePeriodOption, memoryStrategyOption, nbThresholdOption, nominalEstimatorOption, noPrePruneOption, numericEstimatorOption, removePoorAttsOption, secondarySplitConfidenceOption, splitConfidenceOption, splitCriterionOption, tieThresholdOption, treeRoot
classifierRandom, modelContext, randomSeed, randomSeedOption, trainingWeightSeenByModel
config
Constructor and Description |
---|
AdaHoeffdingOptionTree() |
Modifier and Type | Method and Description |
---|---|
String |
getPurposeString()
Dictionary with option texts and objects
|
protected HoeffdingOptionTree.LearningNode |
newLearningNode(double[] initialClassObservations) |
activateLearningNode, attemptToSplit, calcByteSize, computeHoeffdingBound, deactivateAllLeaves, deactivateLearningNode, enforceTrackerLimit, estimateModelByteSizes, findLearningNodes, findLearningNodes, getModelDescription, getModelMeasurementsImpl, getVotesForInstance, isRandomizable, measureByteSize, measureTreeDepth, newLearningNode, newNominalClassObserver, newNumericClassObserver, resetLearningImpl, trainOnInstanceImpl
contextIsCompatible, copy, correctlyClassifies, getAttributeNameString, getAWTRenderer, getClassLabelString, getClassNameString, getDescription, getModel, getModelContext, getModelMeasurements, getNominalValueString, getPredictionForInstance, getPredictionForInstance, getSubClassifiers, getSublearners, getVotesForInstance, modelAttIndexToInstanceAttIndex, modelAttIndexToInstanceAttIndex, prepareForUseImpl, resetLearning, setModelContext, setRandomSeed, trainingHasStarted, trainingWeightSeenByModel, trainOnInstance, trainOnInstance
getCLICreationString, getOptions, getPreparedClassOption, prepareClassOptions, prepareForUse, prepareForUse
copy, measureByteSize, toString
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
getCLICreationString, getOptions, prepareForUse, prepareForUse
public String getPurposeString()
AbstractOptionHandler
getPurposeString
in interface OptionHandler
getPurposeString
in class HoeffdingOptionTree
protected HoeffdingOptionTree.LearningNode newLearningNode(double[] initialClassObservations)
newLearningNode
in class HoeffdingOptionTree
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