Modifier and Type | Field and Description |
---|---|
IntOption |
AbstractClassifier.randomSeedOption
Option for randomizable learners to change the random seed
|
Modifier and Type | Field and Description |
---|---|
IntOption |
GaussianNumericAttributeClassObserver.numBinsOption |
IntOption |
VFMLNumericAttributeClassObserver.numBinsOption |
IntOption |
GreenwaldKhannaNumericAttributeClassObserver.numTuplesOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
SeqDrift2ChangeDetector.blockSeqDrift2Option |
IntOption |
SeqDrift1ChangeDetector.blockSeqDriftOption |
IntOption |
DDM.minNumInstancesOption |
IntOption |
EnsembleDriftDetectionMethods.minNumInstancesOption |
IntOption |
GeometricMovingAverageDM.minNumInstancesOption |
IntOption |
CusumDM.minNumInstancesOption |
IntOption |
EWMAChartDM.minNumInstancesOption |
IntOption |
PageHinkleyDM.minNumInstancesOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
kNN.kOption |
IntOption |
kNN.limitOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
AccuracyWeightedEnsemble.chunkSizeOption
Chunk size.
|
IntOption |
AccuracyUpdatedEnsemble.chunkSizeOption
Chunk size.
|
IntOption |
OzaBagAdwin.ensembleSizeOption |
IntOption |
LeveragingBag.ensembleSizeOption |
IntOption |
RandomRules.ensembleSizeOption |
IntOption |
OnlineSmoothBoost.ensembleSizeOption |
IntOption |
OCBoost.ensembleSizeOption |
IntOption |
OzaBoost.ensembleSizeOption |
IntOption |
OzaBoostAdwin.ensembleSizeOption |
IntOption |
OzaBag.ensembleSizeOption |
IntOption |
OzaBagASHT.firstClassifierSizeOption |
IntOption |
LimAttClassifier.initialNumInstancesOption |
IntOption |
AccuracyUpdatedEnsemble.maxByteSizeOption
Determines the maximum size of model (evaluated after every chunk).
|
IntOption |
OnlineAccuracyUpdatedEnsemble.maxByteSizeOption
Determines the maximum size of model (evaluated after every chunk).
|
IntOption |
AccuracyUpdatedEnsemble.memberCountOption
Number of component classifiers.
|
IntOption |
OnlineAccuracyUpdatedEnsemble.memberCountOption
Number of component classifiers.
|
IntOption |
LimAttClassifier.numAttributesOption |
IntOption |
LimAttClassifier.numEnsemblePruningOption |
IntOption |
AccuracyWeightedEnsemble.numFoldsOption
Number of folds in candidate classifier cross-validation.
|
IntOption |
TemporallyAugmentedClassifier.numOldLabelsOption |
IntOption |
WEKAClassifier.sampleFrequencyOption |
IntOption |
ADACC.tauSizeOption
Evaluation window for the stability index computation
|
IntOption |
WEKAClassifier.widthInitOption |
IntOption |
WEKAClassifier.widthOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
AbstractAMRules.anomalyNumInstThresholdOption |
IntOption |
RuleClassifier.anomalyNumInstThresholdOption |
IntOption |
AbstractAMRules.gracePeriodOption |
IntOption |
RuleClassifier.gracePeriodOption |
IntOption |
RuleClassifierNBayes.nbThresholdOption |
IntOption |
AbstractAMRules.pageHinckleyThresholdOption |
IntOption |
AbstractAMRules.VerbosityOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
FIMTDDNumericAttributeClassLimitObserver.maxNodesOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
FIMTDD.alternateTreeTimeOption |
IntOption |
ORTO.AlternateTreeTimeOption |
IntOption |
FIMTDD.alternateTreeTMinOption |
IntOption |
ORTO.AlternateTreeTMinOption |
IntOption |
ORTO.gracePeriodOption |
IntOption |
HoeffdingTree.gracePeriodOption |
IntOption |
FIMTDD.gracePeriodOption |
IntOption |
HoeffdingOptionTree.gracePeriodOption |
IntOption |
DecisionStump.gracePeriodOption |
IntOption |
HoeffdingTree.maxByteSizeOption |
IntOption |
HoeffdingOptionTree.maxByteSizeOption |
IntOption |
ORTO.MaxOptionLevelOption |
IntOption |
HoeffdingOptionTree.maxOptionPathsOption |
IntOption |
ORTO.MaxTreesOption |
IntOption |
HoeffdingTree.memoryEstimatePeriodOption |
IntOption |
HoeffdingOptionTree.memoryEstimatePeriodOption |
IntOption |
HoeffdingOptionTree.memoryStrategyOption |
IntOption |
HoeffdingTree.nbThresholdOption |
IntOption |
HoeffdingOptionTree.nbThresholdOption |
IntOption |
ORTO.PageHinckleyThresholdOption |
IntOption |
FIMTDD.PageHinckleyThresholdOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
WekaClusteringAlgorithm.horizonOption |
protected IntOption |
AbstractClusterer.randomSeedOption |
IntOption |
CobWeb.randomSeedOption |
IntOption |
ClusterGenerator.timeWindowOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
WithKmeans.kernelRadiFactorOption |
IntOption |
Clustream.kernelRadiFactorOption |
IntOption |
WithKmeans.kOption |
IntOption |
WithKmeans.maxNumKernelsOption |
IntOption |
Clustream.maxNumKernelsOption |
IntOption |
WithKmeans.timeWindowOption |
IntOption |
Clustream.timeWindowOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
ClusTree.horizonOption |
IntOption |
ClusTree.maxHeightOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
WithDBSCAN.horizonOption |
IntOption |
WithDBSCAN.initPointsOption |
IntOption |
WithDBSCAN.speedOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
MyBaseOutlierDetector.windowSizeOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
AbstractC.kOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
ExactSTORM.kOption |
IntOption |
ApproxSTORM.kOption |
IntOption |
ExactSTORM.queryFreqOption |
IntOption |
ApproxSTORM.queryFreqOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
AnyOutCore.confidenceChoiceOption |
IntOption |
AnyOutCore.confKOption |
IntOption |
AnyOutCore.oScoreKOption |
IntOption |
AnyOutCore.trainingSetSizeOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
MCOD.kOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
SimpleCOD.kOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
StreamKM.numClustersOption |
IntOption |
StreamKM.randomSeedOption |
IntOption |
StreamKM.sizeCoresetOption |
IntOption |
StreamKM.widthOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
WindowClassificationPerformanceEvaluator.widthOption |
IntOption |
WindowRegressionPerformanceEvaluator.widthOption |
Modifier and Type | Field and Description |
---|---|
protected IntOption |
IntOptionEditComponent.editedOption |
Constructor and Description |
---|
IntOptionEditComponent(IntOption option) |
Modifier and Type | Field and Description |
---|---|
IntOption |
BRISMFPredictor.featuresOption |
IntOption |
BRISMFPredictor.iterationsOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
ArffFileStream.classIndexOption |
IntOption |
ConceptDriftStream.positionOption |
IntOption |
ConceptDriftRealStream.positionOption |
IntOption |
ConceptDriftStream.randomSeedOption |
IntOption |
ConceptDriftRealStream.randomSeedOption |
IntOption |
ConceptDriftStream.widthOption |
IntOption |
ConceptDriftRealStream.widthOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
FileStream.classIndexOption |
IntOption |
ClusteringStream.decayHorizonOption |
IntOption |
ClusteringStream.evaluationFrequencyOption |
IntOption |
RandomRBFGeneratorEvents.eventFrequencyOption |
IntOption |
RandomRBFGeneratorEvents.instanceRandomSeedOption |
IntOption |
RandomRBFGeneratorEvents.modelRandomSeedOption |
IntOption |
ClusteringStream.numAttsOption |
IntOption |
RandomRBFGeneratorEvents.numClusterOption |
IntOption |
RandomRBFGeneratorEvents.numClusterRangeOption |
IntOption |
RandomRBFGeneratorEvents.speedOption |
IntOption |
RandomRBFGeneratorEvents.speedRangeOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
AddNoiseFilter.randomSeedOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
AbstractConceptDriftGenerator.instanceRandomSeedOption |
IntOption |
AbstractConceptDriftGenerator.numInstancesConceptOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
MetaMultilabelGenerator.metaRandomSeedOption |
IntOption |
MultilabelArffFileStream.numLabelsOption |
IntOption |
MetaMultilabelGenerator.numLabelsOption |
IntOption |
MetaMultilabelGenerator.skewOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
EvaluateInterleavedChunks.chunkSizeOption
Allow to define the training/testing chunk size.
|
IntOption |
MeasureStreamSpeed.generateSizeOption |
IntOption |
EvaluatePrequentialRegression.instanceLimitOption |
IntOption |
EvaluateClustering.instanceLimitOption |
IntOption |
EvaluateConceptDrift.instanceLimitOption |
IntOption |
EvaluateInterleavedTestThenTrain.instanceLimitOption |
IntOption |
EvaluatePrequential.instanceLimitOption |
IntOption |
EvaluateInterleavedChunks.instanceLimitOption
Allows to define the maximum number of instances to test/train on (-1 = no limit).
|
IntOption |
Plot.lineWidthOption
Plotted line width.
|
IntOption |
CacheShuffledStream.maximumCacheSizeOption |
IntOption |
LearnModelRegression.maxInstancesOption |
IntOption |
EvaluateModel.maxInstancesOption |
IntOption |
WriteStreamToARFFFile.maxInstancesOption |
IntOption |
LearnModel.maxInstancesOption |
IntOption |
EvaluateModelRegression.maxInstancesOption |
IntOption |
EvaluateInterleavedChunks.maxMemoryOption
Allows to define the memory limit for the created model.
|
IntOption |
EvaluateClustering.measureCollectionTypeOption |
IntOption |
EvaluatePrequentialRegression.memCheckFrequencyOption |
IntOption |
LearnModelRegression.memCheckFrequencyOption |
IntOption |
EvaluateInterleavedTestThenTrain.memCheckFrequencyOption |
IntOption |
EvaluatePrequential.memCheckFrequencyOption |
IntOption |
LearnModel.memCheckFrequencyOption |
IntOption |
EvaluateInterleavedChunks.memCheckFrequencyOption
Allows to define the frequency of memory checks.
|
IntOption |
LearnModelRegression.numPassesOption |
IntOption |
LearnModel.numPassesOption |
IntOption |
Plot.pointIntervalOption
Interval between plotted data points.
|
IntOption |
EvaluateInterleavedTestThenTrain.randomSeedOption |
IntOption |
EvaluatePrequentialRegression.sampleFrequencyOption |
IntOption |
EvaluateOnlineRecommender.sampleFrequencyOption |
IntOption |
EvaluateConceptDrift.sampleFrequencyOption |
IntOption |
EvaluateInterleavedTestThenTrain.sampleFrequencyOption |
IntOption |
EvaluatePrequential.sampleFrequencyOption |
IntOption |
EvaluatePeriodicHeldOutTest.sampleFrequencyOption |
IntOption |
EvaluateInterleavedChunks.sampleFrequencyOption
Defines how often classifier parameters will be calculated.
|
IntOption |
CacheShuffledStream.shuffleRandomSeedOption |
IntOption |
EvaluatePeriodicHeldOutTest.testSizeOption |
IntOption |
EvaluatePrequentialRegression.timeLimitOption |
IntOption |
EvaluateConceptDrift.timeLimitOption |
IntOption |
EvaluateInterleavedTestThenTrain.timeLimitOption |
IntOption |
EvaluatePrequential.timeLimitOption |
IntOption |
EvaluateInterleavedChunks.timeLimitOption
Allows to define the maximum number of seconds to test/train for (-1 = no limit).
|
IntOption |
EvaluatePeriodicHeldOutTest.trainSizeOption |
IntOption |
EvaluatePeriodicHeldOutTest.trainTimeOption |
IntOption |
EvaluatePrequentialRegression.widthOption |
IntOption |
EvaluatePrequential.widthOption |
IntOption |
Plot.xColumnOption
Index of the csv column from which values for the x-axis should be taken.
|
IntOption |
Plot.yColumnOption
Index of the csv column from which values for the y-axis should be taken.
|
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