Modifier and Type | Field and Description |
---|---|
protected IntOption |
IntOptionEditComponent.editedOption |
Modifier and Type | Field and Description |
---|---|
protected 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 |
SEEDChangeDetector.blockSizeSEEDOption |
IntOption |
SEEDChangeDetector.compressTermSEEDOption |
IntOption |
RDDM.maxSizeConceptOption |
IntOption |
EnsembleDriftDetectionMethods.minNumInstancesOption |
IntOption |
RDDM.minNumInstancesOption |
IntOption |
CusumDM.minNumInstancesOption |
IntOption |
GeometricMovingAverageDM.minNumInstancesOption |
IntOption |
PageHinkleyDM.minNumInstancesOption |
IntOption |
EWMAChartDM.minNumInstancesOption |
IntOption |
DDM.minNumInstancesOption |
IntOption |
RDDM.minSizeStableConceptOption |
IntOption |
RDDM.warnLimitOption |
IntOption |
STEPD.windowSizeOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
Cramer.kOption |
IntOption |
KNN.kValueOption |
IntOption |
Cramer.replicatesOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
kNN.kOption |
IntOption |
SAMkNN.kOption |
IntOption |
kNN.limitOption |
IntOption |
SAMkNN.limitOption |
IntOption |
SAMkNN.minSTMSizeOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
ISOUPTree.alternateTreeTimeOption |
IntOption |
ISOUPTree.alternateTreeTMinOption |
IntOption |
ISOUPTree.gracePeriodOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
BasicMultiTargetRegressor.randomSeedOption |
IntOption |
BasicMultiLabelLearner.randomSeedOption |
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 |
AnomalinessRatioScore.minNumberInstancesOption |
IntOption |
OddsRatioScore.minNumberInstancesOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
FIMTDDNumericAttributeClassLimitObserver.maxNodesOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
Perceptron.randomSeedOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
RandomAMRulesOld.ensembleSizeOption |
IntOption |
RandomAMRulesOld.randomSeedOption |
IntOption |
RandomAMRulesOld.VerbosityOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
AMRulesMultiLabelLearnerSemiSuper.gracePeriodOption |
IntOption |
AMRulesMultiLabelLearner.gracePeriodOption |
IntOption |
AMRulesMultiLabelLearnerSemiSuper.randomSeedOption |
IntOption |
AMRulesMultiLabelLearner.randomSeedOption |
IntOption |
AMRulesMultiLabelLearnerSemiSuper.slidingWindowSize |
IntOption |
AMRulesMultiLabelLearnerSemiSuper.slidingWindowStep |
IntOption |
AMRulesMultiLabelLearnerSemiSuper.VerbosityOption |
IntOption |
AMRulesMultiLabelLearner.VerbosityOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
MultiLabelBSTreeFloat.maxNodesOption |
IntOption |
MultiLabelBSTree.maxNodesOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
StackedPredictor.randomSeedOption |
IntOption |
AdaptiveMultiTargetRegressor.randomSeedOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
MultiLabelRandomAMRules.ensembleSizeOption |
IntOption |
MultiLabelRandomAMRules.randomSeedOption |
IntOption |
MultiLabelRandomAMRules.VerbosityOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
FIMTDD.alternateTreeTimeOption |
IntOption |
FIMTDD.alternateTreeTMinOption |
IntOption |
DecisionStump.gracePeriodOption |
IntOption |
HoeffdingOptionTree.gracePeriodOption |
IntOption |
FIMTDD.gracePeriodOption |
IntOption |
HoeffdingTree.gracePeriodOption |
IntOption |
HoeffdingOptionTree.maxByteSizeOption |
IntOption |
HoeffdingTree.maxByteSizeOption |
IntOption |
ORTO.maxOptionLevelOption |
IntOption |
HoeffdingOptionTree.maxOptionPathsOption |
IntOption |
ORTO.maxTreesOption |
IntOption |
HoeffdingOptionTree.memoryEstimatePeriodOption |
IntOption |
HoeffdingTree.memoryEstimatePeriodOption |
IntOption |
HoeffdingOptionTree.memoryStrategyOption |
IntOption |
HoeffdingOptionTree.nbThresholdOption |
IntOption |
HoeffdingTree.nbThresholdOption |
IntOption |
FIMTDD.PageHinckleyThresholdOption |
IntOption |
ARFHoeffdingTree.subspaceSizeOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
Iadem2.gracePeriodOption |
IntOption |
Iadem3.maxNestingLevelOption |
IntOption |
Iadem3.maxSubtreesPerNodeOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
WekaClusteringAlgorithm.horizonOption |
IntOption |
CobWeb.randomSeedOption |
protected IntOption |
AbstractClusterer.randomSeedOption |
IntOption |
ClusterGenerator.timeWindowOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
Clustream.kernelRadiFactorOption |
IntOption |
WithKmeans.kernelRadiFactorOption |
IntOption |
WithKmeans.kOption |
IntOption |
Clustream.maxNumKernelsOption |
IntOption |
WithKmeans.maxNumKernelsOption |
IntOption |
Clustream.timeWindowOption |
IntOption |
WithKmeans.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 |
BICO.maxNumClusterFeaturesOption |
IntOption |
BICO.numClustersOption |
IntOption |
BICO.numDimensionsOption |
IntOption |
BICO.numProjectionsOption |
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.lengthOption |
IntOption |
StreamKM.numClustersOption |
IntOption |
StreamKM.randomSeedOption |
IntOption |
StreamKM.sizeCoresetOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
WindowRegressionPerformanceEvaluator.widthOption |
IntOption |
MultiTargetWindowRegressionPerformanceEvaluator.widthOption |
IntOption |
MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator.widthOption |
IntOption |
WindowClassificationPerformanceEvaluator.widthOption |
IntOption |
WindowAUCImbalancedPerformanceEvaluator.widthOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
BRISMFPredictor.featuresOption |
IntOption |
BRISMFPredictor.iterationsOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
ArffFileStream.classIndexOption |
IntOption |
ImbalancedStream.instanceRandomSeedOption |
IntOption |
IrrelevantFeatureAppenderStream.instanceRandomSeedOption |
IntOption |
IrrelevantFeatureAppenderStream.numCategoricalFeaturesOption |
IntOption |
IrrelevantFeatureAppenderStream.numNumericFeaturesOption |
IntOption |
PartitioningStream.numPartitionsOption |
IntOption |
RecurrentConceptDriftStream.numRepOption |
IntOption |
IrrelevantFeatureAppenderStream.numValuesCategoricalFeatureOption |
IntOption |
PartitioningStream.partitionIndexOption |
IntOption |
ConceptDriftStream.positionOption |
IntOption |
ConceptDriftRealStream.positionOption |
IntOption |
PartitioningStream.randomSeedOption |
IntOption |
ConceptDriftStream.randomSeedOption |
IntOption |
ConceptDriftRealStream.randomSeedOption |
IntOption |
BootstrappedStream.randomSeedOption |
IntOption |
RecurrentConceptDriftStream.stabPeriodOption |
IntOption |
ConceptDriftStream.widthOption |
IntOption |
ConceptDriftRealStream.widthOption |
IntOption |
RecurrentConceptDriftStream.widthRecurrenceOption |
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 |
ReLUFilter.numLatentOption |
IntOption |
RBFFilter.numLatentOption |
IntOption |
AddNoiseFilter.randomSeedOption |
IntOption |
ReLUFilter.randomSeedOption |
IntOption |
RBFFilter.randomSeedOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
AbstractConceptDriftGenerator.instanceRandomSeedOption |
IntOption |
AbstractConceptDriftGenerator.numInstancesConceptOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
MetaMultilabelGenerator.metaRandomSeedOption |
IntOption |
MetaMultilabelGenerator.numLabelsOption |
IntOption |
MultilabelArffFileStream.numLabelsOption |
IntOption |
MetaMultilabelGenerator.skewOption |
Modifier and Type | Field and Description |
---|---|
IntOption |
EvaluateInterleavedChunks.chunkSizeOption
Allow to define the training/testing chunk size.
|
IntOption |
EvaluatePrequentialDelayed.delayLengthOption |
IntOption |
EvaluatePrequentialDelayedCV.delayLengthOption |
IntOption |
MeasureStreamSpeed.generateSizeOption |
IntOption |
EvaluatePrequentialDelayed.initialWindowSizeOption |
IntOption |
EvaluateClustering.instanceLimitOption |
IntOption |
EvaluateConceptDrift.instanceLimitOption |
IntOption |
EvaluateInterleavedChunks.instanceLimitOption
Allows to define the maximum number of instances to test/train on (-1 = no limit).
|
IntOption |
EvaluatePrequentialRegression.instanceLimitOption |
IntOption |
EvaluatePrequentialDelayed.instanceLimitOption |
IntOption |
EvaluatePrequentialDelayedCV.instanceLimitOption |
IntOption |
EvaluatePrequentialMultiLabel.instanceLimitOption |
IntOption |
EvaluatePrequentialMultiTargetSemiSuper.instanceLimitOption |
IntOption |
EvaluatePrequentialCV.instanceLimitOption |
IntOption |
EvaluatePrequential.instanceLimitOption |
IntOption |
EvaluatePrequentialMultiTarget.instanceLimitOption |
IntOption |
EvaluateInterleavedTestThenTrain.instanceLimitOption |
IntOption |
Plot.lineWidthOption
Plotted line width.
|
IntOption |
CacheShuffledStream.maximumCacheSizeOption |
IntOption |
LearnModelRegression.maxInstancesOption |
IntOption |
WriteStreamToARFFFile.maxInstancesOption |
IntOption |
LearnModel.maxInstancesOption |
IntOption |
WriteMultipleStreamsToARFF.maxInstancesOption |
IntOption |
LearnModelMultiLabel.maxInstancesOption |
IntOption |
EvaluateModelMultiTarget.maxInstancesOption |
IntOption |
EvaluateModelMultiLabel.maxInstancesOption |
IntOption |
EvaluateModelRegression.maxInstancesOption |
IntOption |
LearnModelMultiTarget.maxInstancesOption |
IntOption |
EvaluateModel.maxInstancesOption |
IntOption |
EvaluateInterleavedChunks.maxMemoryOption
Allows to define the memory limit for the created model.
|
IntOption |
LearnModelRegression.memCheckFrequencyOption |
IntOption |
EvaluateInterleavedChunks.memCheckFrequencyOption
Allows to define the frequency of memory checks.
|
IntOption |
EvaluatePrequentialRegression.memCheckFrequencyOption |
IntOption |
LearnModel.memCheckFrequencyOption |
IntOption |
EvaluatePrequentialDelayed.memCheckFrequencyOption |
IntOption |
LearnModelMultiLabel.memCheckFrequencyOption |
IntOption |
EvaluatePrequentialDelayedCV.memCheckFrequencyOption |
IntOption |
EvaluatePrequentialMultiLabel.memCheckFrequencyOption |
IntOption |
EvaluatePrequentialMultiTargetSemiSuper.memCheckFrequencyOption |
IntOption |
EvaluatePrequentialCV.memCheckFrequencyOption |
IntOption |
EvaluatePrequential.memCheckFrequencyOption |
IntOption |
EvaluatePrequentialMultiTarget.memCheckFrequencyOption |
IntOption |
LearnModelMultiTarget.memCheckFrequencyOption |
IntOption |
EvaluateInterleavedTestThenTrain.memCheckFrequencyOption |
IntOption |
EvaluatePrequentialDelayedCV.numFoldsOption |
IntOption |
EvaluatePrequentialCV.numFoldsOption |
IntOption |
LearnModelRegression.numPassesOption |
IntOption |
LearnModel.numPassesOption |
IntOption |
LearnModelMultiLabel.numPassesOption |
IntOption |
LearnModelMultiTarget.numPassesOption |
IntOption |
EvaluateMultipleClusterings.numStreamsOption |
IntOption |
WriteMultipleStreamsToARFF.numStreamsOption |
IntOption |
Plot.pointIntervalOption
Interval between plotted data points.
|
IntOption |
EvaluatePrequentialDelayedCV.randomSeedOption |
IntOption |
EvaluatePrequentialCV.randomSeedOption |
IntOption |
EvaluateInterleavedTestThenTrain.randomSeedOption |
IntOption |
EvaluatePrequentialMultiTargetSemiSuper.runSeed |
IntOption |
EvaluateConceptDrift.sampleFrequencyOption |
IntOption |
EvaluateInterleavedChunks.sampleFrequencyOption
Defines how often classifier parameters will be calculated.
|
IntOption |
EvaluatePrequentialRegression.sampleFrequencyOption |
IntOption |
EvaluatePrequentialDelayed.sampleFrequencyOption |
IntOption |
EvaluatePrequentialDelayedCV.sampleFrequencyOption |
IntOption |
EvaluatePrequentialMultiLabel.sampleFrequencyOption |
IntOption |
EvaluatePeriodicHeldOutTest.sampleFrequencyOption |
IntOption |
EvaluatePrequentialMultiTargetSemiSuper.sampleFrequencyOption |
IntOption |
EvaluateOnlineRecommender.sampleFrequencyOption |
IntOption |
EvaluatePrequentialCV.sampleFrequencyOption |
IntOption |
EvaluatePrequential.sampleFrequencyOption |
IntOption |
EvaluatePrequentialMultiTarget.sampleFrequencyOption |
IntOption |
EvaluateInterleavedTestThenTrain.sampleFrequencyOption |
IntOption |
EvaluateModel.sampleFrequencyOption |
IntOption |
CacheShuffledStream.shuffleRandomSeedOption |
IntOption |
EvaluatePrequentialMultiTargetSemiSuper.slidingWindowSize |
IntOption |
EvaluatePrequentialMultiTargetSemiSuper.slidingWindowStep |
IntOption |
EvaluatePeriodicHeldOutTest.testSizeOption |
IntOption |
EvaluateConceptDrift.timeLimitOption |
IntOption |
EvaluateInterleavedChunks.timeLimitOption
Allows to define the maximum number of seconds to test/train for (-1 = no limit).
|
IntOption |
EvaluatePrequentialRegression.timeLimitOption |
IntOption |
EvaluatePrequentialDelayed.timeLimitOption |
IntOption |
EvaluatePrequentialDelayedCV.timeLimitOption |
IntOption |
EvaluatePrequentialMultiLabel.timeLimitOption |
IntOption |
EvaluatePrequentialMultiTargetSemiSuper.timeLimitOption |
IntOption |
EvaluatePrequentialCV.timeLimitOption |
IntOption |
EvaluatePrequential.timeLimitOption |
IntOption |
EvaluatePrequentialMultiTarget.timeLimitOption |
IntOption |
EvaluateInterleavedTestThenTrain.timeLimitOption |
IntOption |
EvaluatePeriodicHeldOutTest.trainSizeOption |
IntOption |
EvaluatePeriodicHeldOutTest.trainTimeOption |
IntOption |
EvaluatePrequentialRegression.widthOption |
IntOption |
EvaluatePrequentialDelayed.widthOption |
IntOption |
EvaluatePrequentialMultiLabel.widthOption |
IntOption |
EvaluatePrequentialMultiTargetSemiSuper.widthOption |
IntOption |
EvaluatePrequential.widthOption |
IntOption |
EvaluatePrequentialMultiTarget.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.
|
Modifier and Type | Field and Description |
---|---|
IntOption |
ALPrequentialEvaluationTask.instanceLimitOption |
IntOption |
ALPartitionEvaluationTask.numPartitionsOption |
IntOption |
ALPartitionEvaluationTask.randomSeedOption |
IntOption |
ALPrequentialEvaluationTask.sampleFrequencyOption |
IntOption |
ALPrequentialEvaluationTask.timeLimitOption |
Copyright © 2019 University of Waikato, Hamilton, NZ. All Rights Reserved.