You can download moa-2013.11.jar in this page.
GNU General Public License 3.0
moa-2013.11.jar file has the following types.
LICENSE.txt META-INF/MANIFEST.MF META-INF/maven/nz.ac.waikato.cms.moa/moa/pom.properties META-INF/maven/nz.ac.waikato.cms.moa/moa/pom.xml THIRD-PARTY.txt moa.AbstractMOAObject.class moa.DoTask.class moa.MOAObject.class moa.MakeObject.class moa.classifiers.AbstractClassifier.class moa.classifiers.Classifier.class moa.classifiers.Regressor.class moa.classifiers.active.ActiveClassifier.class moa.classifiers.bayes.NaiveBayes.class moa.classifiers.bayes.NaiveBayesMultinomial.class moa.classifiers.core.AttributeSplitSuggestion.class moa.classifiers.core.attributeclassobservers.AttributeClassObserver.class moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserver.class moa.classifiers.core.attributeclassobservers.BinaryTreeNumericAttributeClassObserverRegression.class moa.classifiers.core.attributeclassobservers.DiscreteAttributeClassObserver.class moa.classifiers.core.attributeclassobservers.FIMTDDNumericAttributeClassObserver.class moa.classifiers.core.attributeclassobservers.GaussianNumericAttributeClassObserver.class moa.classifiers.core.attributeclassobservers.GreenwaldKhannaNumericAttributeClassObserver.class moa.classifiers.core.attributeclassobservers.NominalAttributeClassObserver.class moa.classifiers.core.attributeclassobservers.NullAttributeClassObserver.class moa.classifiers.core.attributeclassobservers.NumericAttributeClassObserver.class moa.classifiers.core.attributeclassobservers.VFMLNumericAttributeClassObserver.class moa.classifiers.core.conditionaltests.InstanceConditionalBinaryTest.class moa.classifiers.core.conditionaltests.InstanceConditionalTest.class moa.classifiers.core.conditionaltests.NominalAttributeBinaryTest.class moa.classifiers.core.conditionaltests.NominalAttributeMultiwayTest.class moa.classifiers.core.conditionaltests.NumericAttributeBinaryTest.class moa.classifiers.core.driftdetection.ADWIN.class moa.classifiers.core.driftdetection.DDM.class moa.classifiers.core.driftdetection.DriftDetectionMethod.class moa.classifiers.core.driftdetection.EDDM.class moa.classifiers.core.splitcriteria.GiniSplitCriterion.class moa.classifiers.core.splitcriteria.InfoGainSplitCriterion.class moa.classifiers.core.splitcriteria.InfoGainSplitCriterionMultilabel.class moa.classifiers.core.splitcriteria.SDRSplitCriterion.class moa.classifiers.core.splitcriteria.SplitCriterion.class moa.classifiers.drift.SingleClassifierDrift.class moa.classifiers.functions.MajorityClass.class moa.classifiers.functions.NoChange.class moa.classifiers.functions.Perceptron.class moa.classifiers.functions.SGD.class moa.classifiers.functions.SPegasos.class moa.classifiers.meta.AccuracyUpdatedEnsemble1.class moa.classifiers.meta.AccuracyUpdatedEnsemble2.class moa.classifiers.meta.AccuracyWeightedEnsemble.class moa.classifiers.meta.LeveragingBag.class moa.classifiers.meta.LimAttClassifier.class moa.classifiers.meta.OCBoost.class moa.classifiers.meta.OzaBag.class moa.classifiers.meta.OzaBagASHT.class moa.classifiers.meta.OzaBagAdwin.class moa.classifiers.meta.OzaBoost.class moa.classifiers.meta.OzaBoostAdwin.class moa.classifiers.meta.TemporallyAugmentedClassifier.class moa.classifiers.meta.WEKAClassifier.class moa.classifiers.meta.WeightedMajorityAlgorithm.class moa.classifiers.multilabel.HoeffdingTreeClassifLeaves.class moa.classifiers.multilabel.MEKAClassifier.class moa.classifiers.multilabel.MajorityLabelset.class moa.classifiers.multilabel.MultilabelHoeffdingTree.class moa.classifiers.multilabel.meta.MLOzaBag.class moa.classifiers.multilabel.meta.MLOzaBagAdwin.class moa.classifiers.rules.AMRules.class moa.classifiers.rules.Predicates.class moa.classifiers.rules.Rule.class moa.classifiers.rules.RuleClassifier.class moa.classifiers.rules.RuleClassifierNBayes.class moa.classifiers.trees.ASHoeffdingTree.class moa.classifiers.trees.AdaHoeffdingOptionTree.class moa.classifiers.trees.DecisionStump.class moa.classifiers.trees.FIMTDD.class moa.classifiers.trees.HoeffdingAdaptiveTree.class moa.classifiers.trees.HoeffdingOptionTree.class moa.classifiers.trees.HoeffdingTree.class moa.classifiers.trees.LimAttHoeffdingTree.class moa.classifiers.trees.RandomHoeffdingTree.class moa.cluster.CFCluster.class moa.cluster.Cluster.class moa.cluster.Clustering.class moa.cluster.Miniball.class moa.cluster.SphereCluster.class moa.clusterers.AbstractClusterer.class moa.clusterers.ClusterGenerator.class moa.clusterers.Clusterer.class moa.clusterers.CobWeb.class moa.clusterers.KMeans.class moa.clusterers.WekaClusteringAlgorithm.class moa.clusterers.clustream.Clustream.class moa.clusterers.clustream.ClustreamKernel.class moa.clusterers.clustream.WithKmeans.class moa.clusterers.clustree.ClusKernel.class moa.clusterers.clustree.ClusTree.class moa.clusterers.clustree.Entry.class moa.clusterers.clustree.Node.class moa.clusterers.clustree.util.Budget.class moa.clusterers.clustree.util.SimpleBudget.class moa.clusterers.denstream.MicroCluster.class moa.clusterers.denstream.Timestamp.class moa.clusterers.denstream.WithDBSCAN.class moa.clusterers.macro.AbstractMacroClusterer.class moa.clusterers.macro.ColorArray.class moa.clusterers.macro.ColorObject.class moa.clusterers.macro.IDenseMacroCluster.class moa.clusterers.macro.IMacroClusterer.class moa.clusterers.macro.NonConvexCluster.class moa.clusterers.macro.dbscan.DBScan.class moa.clusterers.macro.dbscan.DenseMicroCluster.class moa.clusterers.outliers.AbstractC.AbstractC.class moa.clusterers.outliers.AbstractC.AbstractCBase.class moa.clusterers.outliers.AbstractC.ISBIndex.class moa.clusterers.outliers.AbstractC.MyMTree.class moa.clusterers.outliers.AbstractC.StreamObj.class moa.clusterers.outliers.AbstractC.Test.class moa.clusterers.outliers.Angiulli.ApproxSTORM.class moa.clusterers.outliers.Angiulli.ExactSTORM.class moa.clusterers.outliers.Angiulli.ISBIndex.class moa.clusterers.outliers.Angiulli.MyMTree.class moa.clusterers.outliers.Angiulli.STORMBase.class moa.clusterers.outliers.Angiulli.StreamObj.class moa.clusterers.outliers.Angiulli.Test.class moa.clusterers.outliers.MCOD.ISBIndex.class moa.clusterers.outliers.MCOD.MCOD.class moa.clusterers.outliers.MCOD.MCODBase.class moa.clusterers.outliers.MCOD.MTreeMicroClusters.class moa.clusterers.outliers.MCOD.MTreeStreamObjects.class moa.clusterers.outliers.MCOD.MicroCluster.class moa.clusterers.outliers.MCOD.StreamObj.class moa.clusterers.outliers.MCOD.Test.class moa.clusterers.outliers.MyBaseOutlierDetector.class moa.clusterers.outliers.SimpleCOD.ISBIndex.class moa.clusterers.outliers.SimpleCOD.MyMTree.class moa.clusterers.outliers.SimpleCOD.SimpleCOD.class moa.clusterers.outliers.SimpleCOD.SimpleCODBase.class moa.clusterers.outliers.SimpleCOD.StreamObj.class moa.clusterers.outliers.SimpleCOD.Test.class moa.clusterers.outliers.TestSpeed.class moa.clusterers.outliers.utils.mtree.ComposedSplitFunction.class moa.clusterers.outliers.utils.mtree.DistanceFunction.class moa.clusterers.outliers.utils.mtree.DistanceFunctions.class moa.clusterers.outliers.utils.mtree.MTree.class moa.clusterers.outliers.utils.mtree.PartitionFunction.class moa.clusterers.outliers.utils.mtree.PartitionFunctions.class moa.clusterers.outliers.utils.mtree.PromotionFunction.class moa.clusterers.outliers.utils.mtree.PromotionFunctions.class moa.clusterers.outliers.utils.mtree.SplitFunction.class moa.clusterers.outliers.utils.mtree.utils.Pair.class moa.clusterers.outliers.utils.mtree.utils.Utils.class moa.clusterers.streamkm.BucketManager.class moa.clusterers.streamkm.MTRandom.class moa.clusterers.streamkm.Point.class moa.clusterers.streamkm.StreamKM.class moa.clusterers.streamkm.TreeCoreset.class moa.core.AutoClassDiscovery.class moa.core.AutoExpandVector.class moa.core.DoubleVector.class moa.core.GaussianEstimator.class moa.core.Globals.class moa.core.GreenwaldKhannaQuantileSummary.class moa.core.InputStreamProgressMonitor.class moa.core.InstancesHeader.class moa.core.Measurement.class moa.core.MiscUtils.class moa.core.MultilabelInstance.class moa.core.MultilabelInstancesHeader.class moa.core.ObjectRepository.class moa.core.PropertiesReader.class moa.core.SerializeUtils.class moa.core.SizeOf.class moa.core.StringUtils.class moa.core.TimingUtils.class moa.core.utils.Converter.class moa.core.utils.EvalUtils.class moa.evaluation.Accuracy.class moa.evaluation.BasicClassificationPerformanceEvaluator.class moa.evaluation.BasicClusteringPerformanceEvaluator.class moa.evaluation.BasicRegressionPerformanceEvaluator.class moa.evaluation.CMM.class moa.evaluation.CMM_GTAnalysis.class moa.evaluation.ClassificationMeasureCollection.class moa.evaluation.ClassificationPerformanceEvaluator.class moa.evaluation.EWMAClassificationPerformanceEvaluator.class moa.evaluation.EntropyCollection.class moa.evaluation.F1.class moa.evaluation.FadingFactorClassificationPerformanceEvaluator.class moa.evaluation.General.class moa.evaluation.LearningCurve.class moa.evaluation.LearningEvaluation.class moa.evaluation.LearningPerformanceEvaluator.class moa.evaluation.MeasureCollection.class moa.evaluation.MembershipMatrix.class moa.evaluation.MultilabelWindowClassificationPerformanceEvaluator.class moa.evaluation.OutlierPerformance.class moa.evaluation.RegressionAccuracy.class moa.evaluation.RegressionPerformanceEvaluator.class moa.evaluation.SSQ.class moa.evaluation.SilhouetteCoefficient.class moa.evaluation.StatisticalCollection.class moa.evaluation.WindowClassificationPerformanceEvaluator.class moa.evaluation.WindowRegressionPerformanceEvaluator.class moa.gui.AWTInteractiveRenderer.class moa.gui.AWTRenderable.class moa.gui.AWTRenderer.class moa.gui.AbstractTabPanel.class moa.gui.BatchCmd.class moa.gui.ClassOptionEditComponent.class moa.gui.ClassOptionSelectionPanel.class moa.gui.ClassOptionWithNamesEditComponent.class moa.gui.ClassOptionWithNamesSelectionPanel.class moa.gui.ClassificationTabPanel.class moa.gui.FileExtensionFilter.class moa.gui.FileOptionEditComponent.class moa.gui.FlagOptionEditComponent.class moa.gui.FloatOptionEditComponent.class moa.gui.GUI.class moa.gui.GUIDefaults.class moa.gui.GUIUtils.class moa.gui.IntOptionEditComponent.class moa.gui.LineGraphViewPanel.class moa.gui.MultiChoiceOptionEditComponent.class moa.gui.OptionEditComponent.class moa.gui.OptionsConfigurationPanel.class moa.gui.PreviewPanel.class moa.gui.RegressionTabPanel.class moa.gui.RegressionTaskManagerPanel.class moa.gui.StringOptionEditComponent.class moa.gui.TaskLauncher.class moa.gui.TaskManagerPanel.class moa.gui.TaskTextViewerPanel.class moa.gui.TextViewerPanel.class moa.gui.WEKAClassOptionEditComponent.class moa.gui.clustertab.ClusteringAlgoPanel.class moa.gui.clustertab.ClusteringEvalPanel.class moa.gui.clustertab.ClusteringSetupTab.class moa.gui.clustertab.ClusteringTabPanel.class moa.gui.clustertab.ClusteringVisualEvalPanel.class moa.gui.clustertab.ClusteringVisualTab.class moa.gui.outliertab.OutlierAlgoPanel.class moa.gui.outliertab.OutlierEvalPanel.class moa.gui.outliertab.OutlierSetupTab.class moa.gui.outliertab.OutlierTabPanel.class moa.gui.outliertab.OutlierVisualEvalPanel.class moa.gui.outliertab.OutlierVisualTab.class moa.gui.visualization.ClusterPanel.class moa.gui.visualization.DataPoint.class moa.gui.visualization.GraphAxes.class moa.gui.visualization.GraphCanvas.class moa.gui.visualization.GraphCurve.class moa.gui.visualization.InfoPanel.class moa.gui.visualization.OutlierEvent.class moa.gui.visualization.OutlierPanel.class moa.gui.visualization.PointPanel.class moa.gui.visualization.RunOutlierVisualizer.class moa.gui.visualization.RunVisualizer.class moa.gui.visualization.StreamOutlierPanel.class moa.gui.visualization.StreamPanel.class moa.gui.visualization.WekaExplorer.class moa.options.AbstractClassOption.class moa.options.AbstractOption.class moa.options.AbstractOptionHandler.class moa.options.ClassOption.class moa.options.ClassOptionWithNames.class moa.options.FileOption.class moa.options.FlagOption.class moa.options.FloatOption.class moa.options.IntOption.class moa.options.ListOption.class moa.options.MultiChoiceOption.class moa.options.Option.class moa.options.OptionHandler.class moa.options.Options.class moa.options.RequiredOptionNotSpecifiedException.class moa.options.StringOption.class moa.options.WEKAClassOption.class moa.recommender.data.MemRecommenderData.class moa.recommender.data.RecommenderData.class moa.recommender.dataset.Dataset.class moa.recommender.dataset.impl.FlixsterDataset.class moa.recommender.dataset.impl.JesterDataset.class moa.recommender.dataset.impl.MovielensDataset.class moa.recommender.predictor.BRISMFPredictor.class moa.recommender.predictor.BaselinePredictor.class moa.recommender.predictor.RatingPredictor.class moa.recommender.rc.data.AbstractRecommenderData.class moa.recommender.rc.data.RecommenderData.class moa.recommender.rc.data.impl.MemRecommenderData.class moa.recommender.rc.predictor.RatingPredictor.class moa.recommender.rc.predictor.impl.BRISMFPredictor.class moa.recommender.rc.predictor.impl.BaselinePredictor.class moa.recommender.rc.utils.DenseVector.class moa.recommender.rc.utils.Hash.class moa.recommender.rc.utils.Pair.class moa.recommender.rc.utils.Rating.class moa.recommender.rc.utils.SparseVector.class moa.recommender.rc.utils.Updatable.class moa.recommender.rc.utils.Vector.class moa.streams.ArffFileStream.class moa.streams.CachedInstancesStream.class moa.streams.ConceptDriftRealStream.class moa.streams.ConceptDriftStream.class moa.streams.FilteredStream.class moa.streams.InstanceStream.class moa.streams.clustering.ClusterEvent.class moa.streams.clustering.ClusterEventListener.class moa.streams.clustering.ClusteringStream.class moa.streams.clustering.FileStream.class moa.streams.clustering.RandomRBFGeneratorEvents.class moa.streams.filters.AbstractStreamFilter.class moa.streams.filters.AddNoiseFilter.class moa.streams.filters.StreamFilter.class moa.streams.generators.AgrawalGenerator.class moa.streams.generators.HyperplaneGenerator.class moa.streams.generators.LEDGenerator.class moa.streams.generators.LEDGeneratorDrift.class moa.streams.generators.RandomRBFGenerator.class moa.streams.generators.RandomRBFGeneratorDrift.class moa.streams.generators.RandomTreeGenerator.class moa.streams.generators.SEAGenerator.class moa.streams.generators.STAGGERGenerator.class moa.streams.generators.WaveformGenerator.class moa.streams.generators.WaveformGeneratorDrift.class moa.streams.generators.multilabel.MetaMultilabelGenerator.class moa.streams.generators.multilabel.MultilabelArffFileStream.class moa.tasks.AbstractTask.class moa.tasks.CacheShuffledStream.class moa.tasks.EvaluateClustering.class moa.tasks.EvaluateInterleavedChunks.class moa.tasks.EvaluateInterleavedTestThenTrain.class moa.tasks.EvaluateModel.class moa.tasks.EvaluateModelRegression.class moa.tasks.EvaluateOnlineRecommender.class moa.tasks.EvaluatePeriodicHeldOutTest.class moa.tasks.EvaluatePrequential.class moa.tasks.EvaluatePrequentialRegression.class moa.tasks.FailedTaskReport.class moa.tasks.LearnModel.class moa.tasks.LearnModelRegression.class moa.tasks.MainTask.class moa.tasks.MeasureStreamSpeed.class moa.tasks.NullMonitor.class moa.tasks.Plot.class moa.tasks.RegressionMainTask.class moa.tasks.ResultPreviewListener.class moa.tasks.RunTasks.class moa.tasks.StandardTaskMonitor.class moa.tasks.Task.class moa.tasks.TaskCompletionListener.class moa.tasks.TaskMonitor.class moa.tasks.TaskThread.class moa.tasks.WriteStreamToARFFFile.class moa/gui/GUI.props moa/gui/clustertab/ClusteringAlgoPanel.form moa/gui/clustertab/ClusteringEvalPanel.form moa/gui/clustertab/ClusteringSetupTab.form moa/gui/clustertab/ClusteringTabPanel.form moa/gui/clustertab/ClusteringVisualEvalPanel.form moa/gui/clustertab/ClusteringVisualTab.form moa/gui/visualization/ClusterPanel.form moa/gui/visualization/GraphAxes.form moa/gui/visualization/GraphCanvas.form moa/gui/visualization/GraphCurve.form moa/gui/visualization/InfoPanel.form moa/gui/visualization/PointPanel.form moa/gui/visualization/StreamPanel.form weka.classifiers.meta.MOA.class weka.core.MOAUtils.class weka.datagenerators.classifiers.classification.MOA.class weka.gui.MOAClassOptionEditor.class weka/gui/GUIEditors.props.addon
moa-2013.11.pom file content.
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd"> <modelVersion>4.0.0</modelVersion> <parent> <groupId>nz.ac.waikato.cms.moa</groupId> <artifactId>moa-pom</artifactId> <version>2013.11</version> </parent> <artifactId>moa</artifactId> <packaging>jar</packaging> <name>MOA: Massive Online Analysis</name> <description> 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. </description> <url>http://moa.cms.waikato.ac.nz/</url> <organization> <name>University of Waikato, Hamilton, NZ</name> <url>http://www.waikato.ac.nz/</url> </organization> <licenses> <license> <name>GNU General Public License 3.0</name> <url>http://www.gnu.org/licenses/gpl-3.0.txt</url> <distribution>repo</distribution> </license> </licenses> <developers> <developer> <id>abifet</id> <name>Albert Bifet</name> <email>abifet@waikato.ac.nz</email> </developer> <developer> <id>rkirkby</id> <name>Richard Kirkby</name> </developer> </developers> <dependencies> <dependency> <groupId>nz.ac.waikato.cms.weka</groupId> <artifactId>weka-dev</artifactId> </dependency> <dependency> <groupId>com.googlecode.sizeofag</groupId> <artifactId>sizeofag</artifactId> </dependency> <dependency> <groupId>junit</groupId> <artifactId>junit</artifactId> <scope>test</scope> </dependency> </dependencies> <build> <plugins> <plugin> <groupId>org.apache.maven.plugins</groupId> <artifactId>maven-compiler-plugin</artifactId> <configuration> <source>1.6</source> <target>1.6</target> </configuration> </plugin> <plugin> <groupId>org.apache.maven.plugins</groupId> <artifactId>maven-jar-plugin</artifactId> </plugin> <plugin> <groupId>org.apache.maven.plugins</groupId> <artifactId>maven-javadoc-plugin</artifactId> </plugin> <plugin> <groupId>org.codehaus.mojo</groupId> <artifactId>license-maven-plugin</artifactId> </plugin> <plugin> <groupId>org.codehaus.mojo</groupId> <artifactId>latex-maven-plugin</artifactId> </plugin> <plugin> <groupId>org.apache.maven.plugins</groupId> <artifactId>maven-assembly-plugin</artifactId> </plugin> </plugins> </build> </project>
<dependency> <groupId>nz.ac.waikato.cms.moa</groupId> <artifactId>moa</artifactId> <version>2013.11</version> </dependency>
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