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Massive On-line Analysis is an environment for massive data mining. MOA provides a framework for data stream mining and includes tools for evaluation and a collection of machine learning algorithms. Related to the WEKA project, also written in Java, while scaling to more demanding problems.

Files of the artifact moa version 2014.11 from the group nz.ac.waikato.cms.moa.

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Artifact moa
Group nz.ac.waikato.cms.moa
Version 2014.11
Last update 01. March 2016
Tags: mining stream data line collection analysis includes while related evaluation tools more written algorithms problems demanding weka provides learning machine framework scaling project environment massive java also
Organization University of Waikato, Hamilton, NZ
URL http://moa.cms.waikato.ac.nz/
License GNU General Public License 3.0
Dependencies amount 12
Dependencies weka-dev, sizeofag, jclasslocator, jshell-scripting, meka, commons-math3, opencsv, commons-cli, commons-io, jfreechart, gson, ssj,
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Source code of moa version 2014.11

META-INF

META-INF.META-INF.MANIFEST.MF

moa

moa.moa.AbstractMOAObject

moa.moa.MOAObject

moa.moa.MakeObject

moa.classifiers

moa.classifiers.moa.classifiers.AbstractClassifier

moa.classifiers.moa.classifiers.Classifier

moa.classifiers.moa.classifiers.Regressor

moa.classifiers.moa.classifiers.SemiSupervisedLearner

moa.classifiers.active

moa.classifiers.active.moa.classifiers.active.ActiveClassifier

moa.classifiers.bayes

moa.classifiers.bayes.moa.classifiers.bayes.NaiveBayes

moa.classifiers.bayes.moa.classifiers.bayes.NaiveBayesMultinomial

moa.classifiers.core

moa.classifiers.core.moa.classifiers.core.AttributeSplitSuggestion

moa.classifiers.core.attributeclassobservers

moa.classifiers.core.attributeclassobservers.moa.classifiers.core.attributeclassobservers.AttributeClassObserver

moa.classifiers.core.attributeclassobservers.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver

moa.classifiers.core.attributeclassobservers.moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression

moa.classifiers.core.attributeclassobservers.moa.classifiers.core.attributeclassobservers.DiscreteAttributeClassObserver

moa.classifiers.core.attributeclassobservers.moa.classifiers.core.attributeclassobservers.FIMTDDNumericAttributeClassObserver

moa.classifiers.core.attributeclassobservers.moa.classifiers.core.attributeclassobservers.GaussianNumericAttributeClassObserver

moa.classifiers.core.attributeclassobservers.moa.classifiers.core.attributeclassobservers.GreenwaldKhannaNumericAttributeClassObserver

moa.classifiers.core.attributeclassobservers.moa.classifiers.core.attributeclassobservers.NominalAttributeClassObserver

moa.classifiers.core.attributeclassobservers.moa.classifiers.core.attributeclassobservers.NullAttributeClassObserver

moa.classifiers.core.attributeclassobservers.moa.classifiers.core.attributeclassobservers.NumericAttributeClassObserver

moa.classifiers.core.attributeclassobservers.moa.classifiers.core.attributeclassobservers.VFMLNumericAttributeClassObserver

moa.classifiers.core.conditionaltests

moa.classifiers.core.conditionaltests.moa.classifiers.core.conditionaltests.InstanceConditionalBinaryTest

moa.classifiers.core.conditionaltests.moa.classifiers.core.conditionaltests.InstanceConditionalTest

moa.classifiers.core.conditionaltests.moa.classifiers.core.conditionaltests.NominalAttributeBinaryTest

moa.classifiers.core.conditionaltests.moa.classifiers.core.conditionaltests.NominalAttributeMultiwayTest

moa.classifiers.core.conditionaltests.moa.classifiers.core.conditionaltests.NumericAttributeBinaryTest

moa.classifiers.core.driftdetection

moa.classifiers.core.driftdetection.moa.classifiers.core.driftdetection.ADWIN

moa.classifiers.core.driftdetection.moa.classifiers.core.driftdetection.ADWINChangeDetector

moa.classifiers.core.driftdetection.moa.classifiers.core.driftdetection.AbstractChangeDetector

moa.classifiers.core.driftdetection.moa.classifiers.core.driftdetection.ChangeDetector

moa.classifiers.core.driftdetection.moa.classifiers.core.driftdetection.CusumDM

moa.classifiers.core.driftdetection.moa.classifiers.core.driftdetection.DDM

moa.classifiers.core.driftdetection.moa.classifiers.core.driftdetection.EDDM

moa.classifiers.core.driftdetection.moa.classifiers.core.driftdetection.EWMAChartDM

moa.classifiers.core.driftdetection.moa.classifiers.core.driftdetection.EnsembleDriftDetectionMethods

moa.classifiers.core.driftdetection.moa.classifiers.core.driftdetection.GeometricMovingAverageDM

moa.classifiers.core.driftdetection.moa.classifiers.core.driftdetection.HDDM_A_Test

moa.classifiers.core.driftdetection.moa.classifiers.core.driftdetection.HDDM_W_Test

moa.classifiers.core.driftdetection.moa.classifiers.core.driftdetection.PageHinkleyDM

moa.classifiers.core.driftdetection.moa.classifiers.core.driftdetection.SeqDrift1ChangeDetector

moa.classifiers.core.driftdetection.moa.classifiers.core.driftdetection.SeqDrift2ChangeDetector

moa.classifiers.core.splitcriteria

moa.classifiers.core.splitcriteria.moa.classifiers.core.splitcriteria.GiniSplitCriterion

moa.classifiers.core.splitcriteria.moa.classifiers.core.splitcriteria.InfoGainSplitCriterion

moa.classifiers.core.splitcriteria.moa.classifiers.core.splitcriteria.InfoGainSplitCriterionMultilabel

moa.classifiers.core.splitcriteria.moa.classifiers.core.splitcriteria.SDRSplitCriterion

moa.classifiers.core.splitcriteria.moa.classifiers.core.splitcriteria.SplitCriterion

moa.classifiers.core.splitcriteria.moa.classifiers.core.splitcriteria.VarianceReductionSplitCriterion

moa.classifiers.drift

moa.classifiers.drift.moa.classifiers.drift.DriftDetectionMethodClassifier

moa.classifiers.drift.moa.classifiers.drift.SingleClassifierDrift

moa.classifiers.functions

moa.classifiers.functions.moa.classifiers.functions.MajorityClass

moa.classifiers.functions.moa.classifiers.functions.NoChange

moa.classifiers.functions.moa.classifiers.functions.Perceptron

moa.classifiers.functions.moa.classifiers.functions.SGD

moa.classifiers.functions.moa.classifiers.functions.SGDMultiClass

moa.classifiers.functions.moa.classifiers.functions.SPegasos

moa.classifiers.lazy

moa.classifiers.lazy.moa.classifiers.lazy.kNN

moa.classifiers.lazy.moa.classifiers.lazy.kNNwithPAW

moa.classifiers.lazy.moa.classifiers.lazy.kNNwithPAWandADWIN

moa.classifiers.lazy.neighboursearch

moa.classifiers.lazy.neighboursearch.moa.classifiers.lazy.neighboursearch.DistanceFunction

moa.classifiers.lazy.neighboursearch.moa.classifiers.lazy.neighboursearch.EuclideanDistance

moa.classifiers.lazy.neighboursearch.moa.classifiers.lazy.neighboursearch.KDTree

moa.classifiers.lazy.neighboursearch.moa.classifiers.lazy.neighboursearch.LinearNNSearch

moa.classifiers.lazy.neighboursearch.moa.classifiers.lazy.neighboursearch.NearestNeighbourSearch

moa.classifiers.lazy.neighboursearch.moa.classifiers.lazy.neighboursearch.NormalizableDistance

moa.classifiers.lazy.neighboursearch.kdtrees

moa.classifiers.lazy.neighboursearch.kdtrees.moa.classifiers.lazy.neighboursearch.kdtrees.KDTreeNode

moa.classifiers.lazy.neighboursearch.kdtrees.moa.classifiers.lazy.neighboursearch.kdtrees.KDTreeNodeSplitter

moa.classifiers.lazy.neighboursearch.kdtrees.moa.classifiers.lazy.neighboursearch.kdtrees.KMeansInpiredMethod

moa.classifiers.lazy.neighboursearch.kdtrees.moa.classifiers.lazy.neighboursearch.kdtrees.MedianOfWidestDimension

moa.classifiers.lazy.neighboursearch.kdtrees.moa.classifiers.lazy.neighboursearch.kdtrees.MidPointOfWidestDimension

moa.classifiers.lazy.neighboursearch.kdtrees.moa.classifiers.lazy.neighboursearch.kdtrees.SlidingMidPointOfWidestSide

moa.classifiers.meta

moa.classifiers.meta.moa.classifiers.meta.ADACC

moa.classifiers.meta.moa.classifiers.meta.AccuracyUpdatedEnsemble

moa.classifiers.meta.moa.classifiers.meta.AccuracyWeightedEnsemble

moa.classifiers.meta.moa.classifiers.meta.DACC

moa.classifiers.meta.moa.classifiers.meta.LeveragingBag

moa.classifiers.meta.moa.classifiers.meta.LimAttClassifier

moa.classifiers.meta.moa.classifiers.meta.OCBoost

moa.classifiers.meta.moa.classifiers.meta.OnlineAccuracyUpdatedEnsemble

moa.classifiers.meta.moa.classifiers.meta.OnlineSmoothBoost

moa.classifiers.meta.moa.classifiers.meta.OzaBag

moa.classifiers.meta.moa.classifiers.meta.OzaBagASHT

moa.classifiers.meta.moa.classifiers.meta.OzaBagAdwin

moa.classifiers.meta.moa.classifiers.meta.OzaBoost

moa.classifiers.meta.moa.classifiers.meta.OzaBoostAdwin

moa.classifiers.meta.moa.classifiers.meta.RandomRules

moa.classifiers.meta.moa.classifiers.meta.TemporallyAugmentedClassifier

moa.classifiers.meta.moa.classifiers.meta.WEKAClassifier

moa.classifiers.meta.moa.classifiers.meta.WeightedMajorityAlgorithm

moa.classifiers.multilabel

moa.classifiers.multilabel.moa.classifiers.multilabel.HoeffdingTreeClassifLeaves

moa.classifiers.multilabel.moa.classifiers.multilabel.MEKAClassifier

moa.classifiers.multilabel.moa.classifiers.multilabel.MajorityLabelset

moa.classifiers.multilabel.moa.classifiers.multilabel.MultilabelHoeffdingTree

moa.classifiers.multilabel.meta

moa.classifiers.multilabel.meta.moa.classifiers.multilabel.meta.MLOzaBag

moa.classifiers.multilabel.meta.moa.classifiers.multilabel.meta.MLOzaBagAdwin

moa.classifiers.rules

moa.classifiers.rules.moa.classifiers.rules.AMRulesRegressor

moa.classifiers.rules.moa.classifiers.rules.AbstractAMRules

moa.classifiers.rules.moa.classifiers.rules.Predicates

moa.classifiers.rules.moa.classifiers.rules.RuleClassification

moa.classifiers.rules.moa.classifiers.rules.RuleClassifier

moa.classifiers.rules.moa.classifiers.rules.RuleClassifierNBayes

moa.classifiers.rules.core

moa.classifiers.rules.core.moa.classifiers.rules.core.Predicate

moa.classifiers.rules.core.moa.classifiers.rules.core.Rule

moa.classifiers.rules.core.moa.classifiers.rules.core.RuleActiveLearningNode

moa.classifiers.rules.core.moa.classifiers.rules.core.RuleActiveRegressionNode

moa.classifiers.rules.core.moa.classifiers.rules.core.RuleSet

moa.classifiers.rules.core.attributeclassobservers

moa.classifiers.rules.core.attributeclassobservers.moa.classifiers.rules.core.attributeclassobservers.FIMTDDNumericAttributeClassLimitObserver

moa.classifiers.rules.core.conditionaltests

moa.classifiers.rules.core.conditionaltests.moa.classifiers.rules.core.conditionaltests.NominalAttributeBinaryRulePredicate

moa.classifiers.rules.core.conditionaltests.moa.classifiers.rules.core.conditionaltests.NumericAttributeBinaryRulePredicate

moa.classifiers.rules.core.splitcriteria

moa.classifiers.rules.core.splitcriteria.moa.classifiers.rules.core.splitcriteria.SDRSplitCriterionAMRules

moa.classifiers.rules.core.voting

moa.classifiers.rules.core.voting.moa.classifiers.rules.core.voting.AbstractErrorWeightedVote

moa.classifiers.rules.core.voting.moa.classifiers.rules.core.voting.ErrorWeightedVote

moa.classifiers.rules.core.voting.moa.classifiers.rules.core.voting.InverseErrorWeightedVote

moa.classifiers.rules.core.voting.moa.classifiers.rules.core.voting.UniformWeightedVote

moa.classifiers.rules.driftdetection

moa.classifiers.rules.driftdetection.moa.classifiers.rules.driftdetection.PageHinkleyFading

moa.classifiers.rules.driftdetection.moa.classifiers.rules.driftdetection.PageHinkleyTest

moa.classifiers.rules.functions

moa.classifiers.rules.functions.moa.classifiers.rules.functions.FadingTargetMean

moa.classifiers.rules.functions.moa.classifiers.rules.functions.Perceptron

moa.classifiers.rules.functions.moa.classifiers.rules.functions.TargetMean

moa.classifiers.rules.nodes

moa.classifiers.rules.nodes.moa.classifiers.rules.nodes.RuleSplitNode

moa.classifiers.trees

moa.classifiers.trees.moa.classifiers.trees.ASHoeffdingTree

moa.classifiers.trees.moa.classifiers.trees.AdaHoeffdingOptionTree

moa.classifiers.trees.moa.classifiers.trees.DecisionStump

moa.classifiers.trees.moa.classifiers.trees.FIMTDD

moa.classifiers.trees.moa.classifiers.trees.HoeffdingAdaptiveTree

moa.classifiers.trees.moa.classifiers.trees.HoeffdingOptionTree

moa.classifiers.trees.moa.classifiers.trees.HoeffdingTree

moa.classifiers.trees.moa.classifiers.trees.LimAttHoeffdingTree

moa.classifiers.trees.moa.classifiers.trees.ORTO

moa.classifiers.trees.moa.classifiers.trees.RandomHoeffdingTree

moa.cluster

moa.cluster.moa.cluster.CFCluster

moa.cluster.moa.cluster.Cluster

moa.cluster.moa.cluster.Clustering

moa.cluster.moa.cluster.Miniball

moa.cluster.moa.cluster.SphereCluster

moa.clusterers

moa.clusterers.moa.clusterers.AbstractClusterer

moa.clusterers.moa.clusterers.ClusterGenerator

moa.clusterers.moa.clusterers.Clusterer

moa.clusterers.moa.clusterers.CobWeb

moa.clusterers.moa.clusterers.KMeans

moa.clusterers.moa.clusterers.WekaClusteringAlgorithm

moa.clusterers.clustream

moa.clusterers.clustream.moa.clusterers.clustream.Clustream

moa.clusterers.clustream.moa.clusterers.clustream.ClustreamKernel

moa.clusterers.clustream.moa.clusterers.clustream.WithKmeans

moa.clusterers.clustree

moa.clusterers.clustree.moa.clusterers.clustree.ClusKernel

moa.clusterers.clustree.moa.clusterers.clustree.ClusTree

moa.clusterers.clustree.moa.clusterers.clustree.Entry

moa.clusterers.clustree.moa.clusterers.clustree.Node

moa.clusterers.clustree.util

moa.clusterers.clustree.util.moa.clusterers.clustree.util.Budget

moa.clusterers.clustree.util.moa.clusterers.clustree.util.SimpleBudget

moa.clusterers.denstream

moa.clusterers.denstream.moa.clusterers.denstream.MicroCluster

moa.clusterers.denstream.moa.clusterers.denstream.Timestamp

moa.clusterers.denstream.moa.clusterers.denstream.WithDBSCAN

moa.clusterers.macro

moa.clusterers.macro.moa.clusterers.macro.AbstractMacroClusterer

moa.clusterers.macro.moa.clusterers.macro.ColorArray

moa.clusterers.macro.moa.clusterers.macro.ColorObject

moa.clusterers.macro.moa.clusterers.macro.IDenseMacroCluster

moa.clusterers.macro.moa.clusterers.macro.IMacroClusterer

moa.clusterers.macro.moa.clusterers.macro.NonConvexCluster

moa.clusterers.macro.dbscan

moa.clusterers.macro.dbscan.moa.clusterers.macro.dbscan.DBScan

moa.clusterers.macro.dbscan.moa.clusterers.macro.dbscan.DenseMicroCluster

moa.clusterers.outliers.AbstractC

moa.clusterers.outliers.AbstractC.moa.clusterers.outliers.AbstractC.AbstractC

moa.clusterers.outliers.AbstractC.moa.clusterers.outliers.AbstractC.AbstractCBase

moa.clusterers.outliers.AbstractC.moa.clusterers.outliers.AbstractC.ISBIndex

moa.clusterers.outliers.AbstractC.moa.clusterers.outliers.AbstractC.MyMTree

moa.clusterers.outliers.AbstractC.moa.clusterers.outliers.AbstractC.StreamObj

moa.clusterers.outliers.AbstractC.moa.clusterers.outliers.AbstractC.Test

moa.clusterers.outliers.Angiulli

moa.clusterers.outliers.Angiulli.moa.clusterers.outliers.Angiulli.ApproxSTORM

moa.clusterers.outliers.Angiulli.moa.clusterers.outliers.Angiulli.ExactSTORM

moa.clusterers.outliers.Angiulli.moa.clusterers.outliers.Angiulli.ISBIndex

moa.clusterers.outliers.Angiulli.moa.clusterers.outliers.Angiulli.MyMTree

moa.clusterers.outliers.Angiulli.moa.clusterers.outliers.Angiulli.STORMBase

moa.clusterers.outliers.Angiulli.moa.clusterers.outliers.Angiulli.StreamObj

moa.clusterers.outliers.Angiulli.moa.clusterers.outliers.Angiulli.Test

moa.clusterers.outliers.AnyOut

moa.clusterers.outliers.AnyOut.moa.clusterers.outliers.AnyOut.AnyOut

moa.clusterers.outliers.AnyOut.moa.clusterers.outliers.AnyOut.AnyOutCore

moa.clusterers.outliers.AnyOut.util

moa.clusterers.outliers.AnyOut.util.moa.clusterers.outliers.AnyOut.util.DataObject

moa.clusterers.outliers.AnyOut.util.moa.clusterers.outliers.AnyOut.util.DataSet

moa.clusterers.outliers.AnyOut.util.moa.clusterers.outliers.AnyOut.util.EMProjectedClustering

moa.clusterers.outliers.AnyOut.util.moa.clusterers.outliers.AnyOut.util.EMTopDownTreeBuilder

moa.clusterers.outliers.MCOD

moa.clusterers.outliers.MCOD.moa.clusterers.outliers.MCOD.ISBIndex

moa.clusterers.outliers.MCOD.moa.clusterers.outliers.MCOD.MCOD

moa.clusterers.outliers.MCOD.moa.clusterers.outliers.MCOD.MCODBase

moa.clusterers.outliers.MCOD.moa.clusterers.outliers.MCOD.MTreeMicroClusters

moa.clusterers.outliers.MCOD.moa.clusterers.outliers.MCOD.MTreeStreamObjects

moa.clusterers.outliers.MCOD.moa.clusterers.outliers.MCOD.MicroCluster

moa.clusterers.outliers.MCOD.moa.clusterers.outliers.MCOD.StreamObj

moa.clusterers.outliers.MCOD.moa.clusterers.outliers.MCOD.Test

moa.clusterers.outliers

moa.clusterers.outliers.moa.clusterers.outliers.MyBaseOutlierDetector

moa.clusterers.outliers.SimpleCOD

moa.clusterers.outliers.SimpleCOD.moa.clusterers.outliers.SimpleCOD.ISBIndex

moa.clusterers.outliers.SimpleCOD.moa.clusterers.outliers.SimpleCOD.MyMTree

moa.clusterers.outliers.SimpleCOD.moa.clusterers.outliers.SimpleCOD.SimpleCOD

moa.clusterers.outliers.SimpleCOD.moa.clusterers.outliers.SimpleCOD.SimpleCODBase

moa.clusterers.outliers.SimpleCOD.moa.clusterers.outliers.SimpleCOD.StreamObj

moa.clusterers.outliers.SimpleCOD.moa.clusterers.outliers.SimpleCOD.Test

moa.clusterers.outliers

moa.clusterers.outliers.moa.clusterers.outliers.TestSpeed

moa.clusterers.outliers.utils.mtree

moa.clusterers.outliers.utils.mtree.moa.clusterers.outliers.utils.mtree.ComposedSplitFunction

moa.clusterers.outliers.utils.mtree.moa.clusterers.outliers.utils.mtree.DistanceFunction

moa.clusterers.outliers.utils.mtree.moa.clusterers.outliers.utils.mtree.DistanceFunctions

moa.clusterers.outliers.utils.mtree.moa.clusterers.outliers.utils.mtree.MTree

moa.clusterers.outliers.utils.mtree.moa.clusterers.outliers.utils.mtree.PartitionFunction

moa.clusterers.outliers.utils.mtree.moa.clusterers.outliers.utils.mtree.PartitionFunctions

moa.clusterers.outliers.utils.mtree.moa.clusterers.outliers.utils.mtree.PromotionFunction

moa.clusterers.outliers.utils.mtree.moa.clusterers.outliers.utils.mtree.PromotionFunctions

moa.clusterers.outliers.utils.mtree.moa.clusterers.outliers.utils.mtree.SplitFunction

moa.clusterers.outliers.utils.mtree.utils

moa.clusterers.outliers.utils.mtree.utils.moa.clusterers.outliers.utils.mtree.utils.Pair

moa.clusterers.outliers.utils.mtree.utils.moa.clusterers.outliers.utils.mtree.utils.Utils

moa.clusterers.streamkm

moa.clusterers.streamkm.moa.clusterers.streamkm.BucketManager

moa.clusterers.streamkm.moa.clusterers.streamkm.MTRandom

moa.clusterers.streamkm.moa.clusterers.streamkm.Point

moa.clusterers.streamkm.moa.clusterers.streamkm.StreamKM

moa.clusterers.streamkm.moa.clusterers.streamkm.TreeCoreset

moa.core

moa.core.moa.core.AutoClassDiscovery

moa.core.moa.core.AutoExpandVector

moa.core.moa.core.DoubleVector

moa.core.moa.core.GaussianEstimator

moa.core.moa.core.Globals

moa.core.moa.core.GreenwaldKhannaQuantileSummary

moa.core.moa.core.InputStreamProgressMonitor

moa.core.moa.core.InstancesHeader

moa.core.moa.core.Measurement

moa.core.moa.core.MiscUtils

moa.core.moa.core.MultilabelInstance

moa.core.moa.core.MultilabelInstancesHeader

moa.core.moa.core.ObjectRepository

moa.core.moa.core.PropertiesReader

moa.core.moa.core.SerializeUtils

moa.core.moa.core.SizeOf

moa.core.moa.core.StringUtils

moa.core.moa.core.TimingUtils

moa.core.utils

moa.core.utils.moa.core.utils.Converter

moa.core.utils.moa.core.utils.EvalUtils

moa.evaluation

moa.evaluation.moa.evaluation.Accuracy

moa.evaluation.moa.evaluation.BasicClassificationPerformanceEvaluator

moa.evaluation.moa.evaluation.BasicClusteringPerformanceEvaluator

moa.evaluation.moa.evaluation.BasicConceptDriftPerformanceEvaluator

moa.evaluation.moa.evaluation.BasicRegressionPerformanceEvaluator

moa.evaluation.moa.evaluation.CMM

moa.evaluation.moa.evaluation.CMM_GTAnalysis

moa.evaluation.moa.evaluation.ChangeDetectionMeasures

moa.evaluation.moa.evaluation.ClassificationMeasureCollection

moa.evaluation.moa.evaluation.ClassificationPerformanceEvaluator

moa.evaluation.moa.evaluation.EWMAClassificationPerformanceEvaluator

moa.evaluation.moa.evaluation.EntropyCollection

moa.evaluation.moa.evaluation.F1

moa.evaluation.moa.evaluation.FadingFactorClassificationPerformanceEvaluator

moa.evaluation.moa.evaluation.General

moa.evaluation.moa.evaluation.LearningCurve

moa.evaluation.moa.evaluation.LearningEvaluation

moa.evaluation.moa.evaluation.LearningPerformanceEvaluator

moa.evaluation.moa.evaluation.MeasureCollection

moa.evaluation.moa.evaluation.MembershipMatrix

moa.evaluation.moa.evaluation.MultilabelWindowClassificationPerformanceEvaluator

moa.evaluation.moa.evaluation.OutlierPerformance

moa.evaluation.moa.evaluation.RegressionAccuracy

moa.evaluation.moa.evaluation.RegressionPerformanceEvaluator

moa.evaluation.moa.evaluation.SSQ

moa.evaluation.moa.evaluation.SilhouetteCoefficient

moa.evaluation.moa.evaluation.StatisticalCollection

moa.evaluation.moa.evaluation.WindowClassificationPerformanceEvaluator

moa.evaluation.moa.evaluation.WindowRegressionPerformanceEvaluator

moa.gui

moa.gui.moa.gui.AWTInteractiveRenderer

moa.gui.moa.gui.AWTRenderable

moa.gui.moa.gui.AWTRenderer

moa.gui.moa.gui.AbstractTabPanel

moa.gui.moa.gui.BatchCmd

moa.gui.moa.gui.ClassOptionEditComponent

moa.gui.moa.gui.ClassOptionSelectionPanel

moa.gui.moa.gui.ClassOptionWithNamesEditComponent

moa.gui.moa.gui.ClassOptionWithNamesSelectionPanel

moa.gui.moa.gui.ClassificationTabPanel

moa.gui.moa.gui.ConceptDriftTabPanel

moa.gui.moa.gui.FileExtensionFilter

moa.gui.moa.gui.FileOptionEditComponent

moa.gui.moa.gui.FlagOptionEditComponent

moa.gui.moa.gui.FloatOptionEditComponent

moa.gui.moa.gui.GUI

moa.gui.moa.gui.GUIDefaults

moa.gui.moa.gui.GUIUtils

moa.gui.moa.gui.IntOptionEditComponent

moa.gui.moa.gui.LineGraphViewPanel

moa.gui.moa.gui.MultiChoiceOptionEditComponent

moa.gui.moa.gui.OptionEditComponent

moa.gui.moa.gui.OptionsConfigurationPanel

moa.gui.moa.gui.PreviewPanel

moa.gui.moa.gui.RegressionTabPanel

moa.gui.moa.gui.RegressionTaskManagerPanel

moa.gui.moa.gui.StringOptionEditComponent

moa.gui.moa.gui.TaskLauncher

moa.gui.moa.gui.TaskManagerPanel

moa.gui.moa.gui.TaskTextViewerPanel

moa.gui.moa.gui.TextViewerPanel

moa.gui.moa.gui.WEKAClassOptionEditComponent

moa.gui.clustertab

moa.gui.clustertab.moa.gui.clustertab.ClusteringAlgoPanel

moa.gui.clustertab.moa.gui.clustertab.ClusteringEvalPanel

moa.gui.clustertab.moa.gui.clustertab.ClusteringSetupTab

moa.gui.clustertab.moa.gui.clustertab.ClusteringTabPanel

moa.gui.clustertab.moa.gui.clustertab.ClusteringVisualEvalPanel

moa.gui.clustertab.moa.gui.clustertab.ClusteringVisualTab

moa.gui.conceptdrift

moa.gui.conceptdrift.moa.gui.conceptdrift.CDTaskManagerPanel

moa.gui.outliertab

moa.gui.outliertab.moa.gui.outliertab.OutlierAlgoPanel

moa.gui.outliertab.moa.gui.outliertab.OutlierEvalPanel

moa.gui.outliertab.moa.gui.outliertab.OutlierSetupTab

moa.gui.outliertab.moa.gui.outliertab.OutlierTabPanel

moa.gui.outliertab.moa.gui.outliertab.OutlierVisualEvalPanel

moa.gui.outliertab.moa.gui.outliertab.OutlierVisualTab

moa.gui.visualization

moa.gui.visualization.moa.gui.visualization.ClusterPanel

moa.gui.visualization.moa.gui.visualization.DataPoint

moa.gui.visualization.moa.gui.visualization.GraphAxes

moa.gui.visualization.moa.gui.visualization.GraphCanvas

moa.gui.visualization.moa.gui.visualization.GraphCurve

moa.gui.visualization.moa.gui.visualization.InfoPanel

moa.gui.visualization.moa.gui.visualization.OutlierEvent

moa.gui.visualization.moa.gui.visualization.OutlierPanel

moa.gui.visualization.moa.gui.visualization.PointPanel

moa.gui.visualization.moa.gui.visualization.RunOutlierVisualizer

moa.gui.visualization.moa.gui.visualization.RunVisualizer

moa.gui.visualization.moa.gui.visualization.StreamOutlierPanel

moa.gui.visualization.moa.gui.visualization.StreamPanel

moa.gui.visualization.moa.gui.visualization.WekaExplorer

moa.learners

moa.learners.moa.learners.ChangeDetectorLearner

moa.options

moa.options.moa.options.AbstractClassOption

moa.options.moa.options.AbstractOption

moa.options.moa.options.AbstractOptionHandler

moa.options.moa.options.ClassOption

moa.options.moa.options.ClassOptionWithNames

moa.options.moa.options.FileOption

moa.options.moa.options.FlagOption

moa.options.moa.options.FloatOption

moa.options.moa.options.IntOption

moa.options.moa.options.ListOption

moa.options.moa.options.MultiChoiceOption

moa.options.moa.options.Option

moa.options.moa.options.OptionHandler

moa.options.moa.options.Options

moa.options.moa.options.RequiredOptionNotSpecifiedException

moa.options.moa.options.StringOption

moa.options.moa.options.WEKAClassOption

moa.recommender.data

moa.recommender.data.moa.recommender.data.MemRecommenderData

moa.recommender.data.moa.recommender.data.RecommenderData

moa.recommender.dataset

moa.recommender.dataset.moa.recommender.dataset.Dataset

moa.recommender.dataset.impl

moa.recommender.dataset.impl.moa.recommender.dataset.impl.FlixsterDataset

moa.recommender.dataset.impl.moa.recommender.dataset.impl.JesterDataset

moa.recommender.dataset.impl.moa.recommender.dataset.impl.MovielensDataset

moa.recommender.predictor

moa.recommender.predictor.moa.recommender.predictor.BRISMFPredictor

moa.recommender.predictor.moa.recommender.predictor.BaselinePredictor

moa.recommender.predictor.moa.recommender.predictor.RatingPredictor

moa.recommender.rc.data

moa.recommender.rc.data.moa.recommender.rc.data.AbstractRecommenderData

moa.recommender.rc.data.moa.recommender.rc.data.RecommenderData

moa.recommender.rc.data.impl

moa.recommender.rc.data.impl.moa.recommender.rc.data.impl.MemRecommenderData

moa.recommender.rc.predictor

moa.recommender.rc.predictor.moa.recommender.rc.predictor.RatingPredictor

moa.recommender.rc.predictor.impl

moa.recommender.rc.predictor.impl.moa.recommender.rc.predictor.impl.BRISMFPredictor

moa.recommender.rc.predictor.impl.moa.recommender.rc.predictor.impl.BaselinePredictor

moa.recommender.rc.utils

moa.recommender.rc.utils.moa.recommender.rc.utils.DenseVector

moa.recommender.rc.utils.moa.recommender.rc.utils.Hash

moa.recommender.rc.utils.moa.recommender.rc.utils.Pair

moa.recommender.rc.utils.moa.recommender.rc.utils.Rating

moa.recommender.rc.utils.moa.recommender.rc.utils.SparseVector

moa.recommender.rc.utils.moa.recommender.rc.utils.Updatable

moa.recommender.rc.utils.moa.recommender.rc.utils.Vector

moa.streams

moa.streams.moa.streams.ArffFileStream

moa.streams.moa.streams.CachedInstancesStream

moa.streams.moa.streams.ConceptDriftRealStream

moa.streams.moa.streams.ConceptDriftStream

moa.streams.moa.streams.FilteredStream

moa.streams.moa.streams.InstanceStream

moa.streams.moa.streams.MultiFilteredStream

moa.streams.clustering

moa.streams.clustering.moa.streams.clustering.ClusterEvent

moa.streams.clustering.moa.streams.clustering.ClusterEventListener

moa.streams.clustering.moa.streams.clustering.ClusteringStream

moa.streams.clustering.moa.streams.clustering.FileStream

moa.streams.clustering.moa.streams.clustering.RandomRBFGeneratorEvents

moa.streams.filters

moa.streams.filters.moa.streams.filters.AbstractStreamFilter

moa.streams.filters.moa.streams.filters.AddNoiseFilter

moa.streams.filters.moa.streams.filters.CacheFilter

moa.streams.filters.moa.streams.filters.ReplacingMissingValuesFilter

moa.streams.filters.moa.streams.filters.StreamFilter

moa.streams.generators

moa.streams.generators.moa.streams.generators.AgrawalGenerator

moa.streams.generators.moa.streams.generators.HyperplaneGenerator

moa.streams.generators.moa.streams.generators.LEDGenerator

moa.streams.generators.moa.streams.generators.LEDGeneratorDrift

moa.streams.generators.moa.streams.generators.RandomRBFGenerator

moa.streams.generators.moa.streams.generators.RandomRBFGeneratorDrift

moa.streams.generators.moa.streams.generators.RandomTreeGenerator

moa.streams.generators.moa.streams.generators.SEAGenerator

moa.streams.generators.moa.streams.generators.STAGGERGenerator

moa.streams.generators.moa.streams.generators.WaveformGenerator

moa.streams.generators.moa.streams.generators.WaveformGeneratorDrift

moa.streams.generators.cd

moa.streams.generators.cd.moa.streams.generators.cd.AbruptChangeGenerator

moa.streams.generators.cd.moa.streams.generators.cd.AbstractConceptDriftGenerator

moa.streams.generators.cd.moa.streams.generators.cd.ConceptDriftGenerator

moa.streams.generators.cd.moa.streams.generators.cd.GradualChangeGenerator

moa.streams.generators.cd.moa.streams.generators.cd.NoChangeGenerator

moa.streams.generators.multilabel

moa.streams.generators.multilabel.moa.streams.generators.multilabel.MetaMultilabelGenerator

moa.streams.generators.multilabel.moa.streams.generators.multilabel.MultilabelArffFileStream

moa.tasks

moa.tasks.moa.tasks.AbstractTask

moa.tasks.moa.tasks.CacheShuffledStream

moa.tasks.moa.tasks.ConceptDriftMainTask

moa.tasks.moa.tasks.EvaluateClustering

moa.tasks.moa.tasks.EvaluateConceptDrift

moa.tasks.moa.tasks.EvaluateInterleavedChunks

moa.tasks.moa.tasks.EvaluateInterleavedTestThenTrain

moa.tasks.moa.tasks.EvaluateModel

moa.tasks.moa.tasks.EvaluateModelRegression

moa.tasks.moa.tasks.EvaluateOnlineRecommender

moa.tasks.moa.tasks.EvaluatePeriodicHeldOutTest

moa.tasks.moa.tasks.EvaluatePrequential

moa.tasks.moa.tasks.EvaluatePrequentialRegression

moa.tasks.moa.tasks.FailedTaskReport

moa.tasks.moa.tasks.LearnModel

moa.tasks.moa.tasks.LearnModelRegression

moa.tasks.moa.tasks.MainTask

moa.tasks.moa.tasks.MeasureStreamSpeed

moa.tasks.moa.tasks.NullMonitor

moa.tasks.moa.tasks.Plot

moa.tasks.moa.tasks.RegressionMainTask

moa.tasks.moa.tasks.ResultPreviewListener

moa.tasks.moa.tasks.RunStreamTasks

moa.tasks.moa.tasks.RunTasks

moa.tasks.moa.tasks.StandardTaskMonitor

moa.tasks.moa.tasks.Task

moa.tasks.moa.tasks.TaskCompletionListener

moa.tasks.moa.tasks.TaskMonitor

moa.tasks.moa.tasks.TaskThread

moa.tasks.moa.tasks.WriteStreamToARFFFile

weka.classifiers.meta

weka.classifiers.meta.weka.classifiers.meta.MOA

weka.core

weka.core.weka.core.MOAUtils

weka.datagenerators.classifiers.classification

weka.datagenerators.classifiers.classification.weka.datagenerators.classifiers.classification.MOA

weka.gui

weka.gui.weka.gui.MOAClassOptionEditor

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