文件名称:weka
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:<<数据挖掘--实用机器学习技术及java实现>>一书的配套源程序，结合数据挖掘和机器学习的知识,以java语言实现了具有代表性的各类数据挖掘方法.例如:classifier中的ZeroR.OneR.NaiveBayes.DecisionTable.IBK.C45,还有聚类,数据预处理等-: lt; Lt; Data Mining -- Practical Machine Learning Technology and java achieve gt; Gt; A matching the source, combining data mining and machine learning, the knowledge, java language to a representative of the various types of data mining. For example : the classifier ZeroR . OneR.NaiveBayes.DecisionTable.IBK.C45, clustering, data pretreatment
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压缩包 : 228549weka.rar 列表 weka\associations\Apriori.java weka\associations\Associator.java weka\associations\ItemSet.java weka\associations weka\attributeSelection\ASEvaluation.java weka\attributeSelection\ASSearch.java weka\attributeSelection\AttributeEvaluator.java weka\attributeSelection\AttributeSelection.java weka\attributeSelection\AttributeTransformer.java weka\attributeSelection\BestFirst.java weka\attributeSelection\CfsSubsetEval.java weka\attributeSelection\ChiSquaredAttributeEval.java weka\attributeSelection\ClassifierSubsetEval.java weka\attributeSelection\ConsistencySubsetEval.java weka\attributeSelection\ErrorBasedMeritEvaluator.java weka\attributeSelection\ExhaustiveSearch.java weka\attributeSelection\ForwardSelection.java weka\attributeSelection\GainRatioAttributeEval.java weka\attributeSelection\GeneticSearch.java weka\attributeSelection\HoldOutSubsetEvaluator.java weka\attributeSelection\InfoGainAttributeEval.java weka\attributeSelection\OneRAttributeEval.java weka\attributeSelection\PrincipalComponents.java weka\attributeSelection\RaceSearch.java weka\attributeSelection\RandomSearch.java weka\attributeSelection\RankSearch.java weka\attributeSelection\RankedOutputSearch.java weka\attributeSelection\Ranker.java weka\attributeSelection\ReliefFAttributeEval.java weka\attributeSelection\StartSetHandler.java weka\attributeSelection\SubsetEvaluator.java weka\attributeSelection\SymmetricalUncertAttributeEval.java weka\attributeSelection\UnsupervisedAttributeEvaluator.java weka\attributeSelection\UnsupervisedSubsetEvaluator.java weka\attributeSelection\WrapperSubsetEval.java weka\attributeSelection weka\classifiers\adtree\ADTree.java weka\classifiers\adtree\PredictionNode.java weka\classifiers\adtree\ReferenceInstances.java weka\classifiers\adtree\Splitter.java weka\classifiers\adtree\TwoWayNominalSplit.java weka\classifiers\adtree\TwoWayNumericSplit.java weka\classifiers\adtree weka\classifiers\AdaBoostM1.java weka\classifiers\AdditiveRegression.java weka\classifiers\AttributeSelectedClassifier.java weka\classifiers\BVDecompose.java weka\classifiers\Bagging.java weka\classifiers\CVParameterSelection.java weka\classifiers\CheckClassifier.java weka\classifiers\ClassificationViaRegression.java weka\classifiers\Classifier.java weka\classifiers\CostMatrix.java weka\classifiers\CostSensitiveClassifier.java weka\classifiers\DecisionStump.java weka\classifiers\DecisionTable.java weka\classifiers\DistributionClassifier.java weka\classifiers\DistributionMetaClassifier.java weka\classifiers\Evaluation.java weka\classifiers\FilteredClassifier.java weka\classifiers\HyperPipes.java weka\classifiers\IB1.java weka\classifiers\IBk.java weka\classifiers\Id3.java weka\classifiers\IterativeClassifier.java weka\classifiers\KernelDensity.java weka\classifiers\LWR.java weka\classifiers\LinearRegression.java weka\classifiers\Logistic.java weka\classifiers\LogitBoost.java weka\classifiers\MetaCost.java weka\classifiers\MultiClassClassifier.java weka\classifiers\MultiScheme.java weka\classifiers\NaiveBayes.java weka\classifiers\NaiveBayesSimple.java weka\classifiers\OneR.java weka\classifiers\Prism.java weka\classifiers\RegressionByDiscretization.java weka\classifiers\SMO.java weka\classifiers\Sourcable.java weka\classifiers\Stacking.java weka\classifiers\ThresholdSelector.java weka\classifiers\UpdateableClassifier.java weka\classifiers\UserClassifier.java weka\classifiers\VFI.java weka\classifiers\VotedPerceptron.java weka\classifiers\ZeroR.java weka\classifiers\evaluation\ConfusionMatrix.java weka\classifiers\evaluation\CostCurve.java weka\classifiers\evaluation\EvaluationUtils.java weka\classifiers\evaluation\MarginCurve.java weka\classifiers\evaluation\NominalPrediction.java weka\classifiers\evaluation\NumericPrediction.java weka\classifiers\evaluation\Prediction.java weka\classifiers\evaluation\ThresholdCurve.java weka\classifiers\evaluation\TwoClassStats.java weka\classifiers\evaluation weka\classifiers\j48\BinC45ModelSelection.java weka\classifiers\j48\BinC45Split.java weka\classifiers\j48\C45ModelSelection.java weka\classifiers\j48\C45PruneableClassifierTree.java weka\classifiers\j48\C45PruneableDecList.java weka\classifiers\j48\C45Split.java weka\classifiers\j48\ClassifierDecList.java weka\classifiers\j48\ClassifierSplitModel.java weka\classifiers\j48\ClassifierTree.java weka\classifiers\j48\Distribution.java weka\classifiers\j48\EntropyBasedSplitCrit.java weka\classifiers\j48\EntropySplitCrit.java weka\classifiers\j48\GainRatioSplitCrit.java weka\classifiers\j48\InfoGainSplitCrit.java weka\classifiers\j48\J48.java weka\classifiers\j48\MakeDecList.java weka\classifiers\j48\ModelSelection.java weka\classifiers\j48\NoSplit.java weka\classifiers\j48\PART.java weka\classifiers\j48\PruneableClassifierTree.java weka\classifiers\j48\PruneableDecList.java weka\classifiers\j48\SplitCriterion.java weka\classifiers\j48\Stats.java weka\classifiers\j48 weka\classifiers\kstar\KStar.java weka\classifiers\kstar\KStarCache.java weka\classifiers\kstar\KStarConstants.java weka\classifiers\kstar\KStarNominalAttribute.java weka\classifiers\kstar\KStarNumericAttribute.java weka\classifiers\kstar\KStarWrapper.java weka\classifiers\kstar\LightHashTable.java weka\classifiers\kstar weka\classifiers\m5\Dvector.java weka\classifiers\m5\Errors.java weka\classifiers\m5\Function.java weka\classifiers\m5\Impurity.java weka\classifiers\m5\Ivector.java weka\classifiers\m5\M5Prime.java weka\classifiers\m5\M5Utils.java weka\classifiers\m5\Matrix.java weka\classifiers\m5\Measures.java weka\classifiers\m5\Node.java weka\classifiers\m5\Options.java weka\classifiers\m5\SplitInfo.java weka\classifiers\m5\Values.java weka\classifiers\m5 weka\classifiers\neural\LinearUnit.java weka\classifiers\neural\NeuralConnection.java weka\classifiers\neural\NeuralMethod.java weka\classifiers\neural\NeuralNetwork.java weka\classifiers\neural\NeuralNode.java weka\classifiers\neural\SigmoidUnit.java weka\classifiers\neural weka\classifiers\EvaluationClient.java weka\classifiers weka\clusterers\ClusterEvaluation.java weka\clusterers\Clusterer.java weka\clusterers\Cobweb.java weka\clusterers\DistributionClusterer.java weka\clusterers\DistributionMetaClusterer.java weka\clusterers\EM.java weka\clusterers\SimpleKMeans.java weka\clusterers weka\core\converters\AbstractLoader.java weka\core\converters\ArffLoader.java weka\core\converters\C45Loader.java weka\core\converters\CSVLoader.java weka\core\converters\ConverterUtils.java weka\core\converters\Loader.java weka\core\converters\SerializedInstancesLoader.java weka\core\converters weka\core\AdditionalMeasureProducer.java weka\core\Attribute.java weka\core\AttributeStats.java weka\core\BinarySparseInstance.java weka\core\CheckOptionHandler.java weka\core\ContingencyTables.java weka\core\Copyable.java weka\core\Drawable.java weka\core\FastVector.java weka\core\Instance.java weka\core\Instances.java weka\core\Matchable.java weka\core\Matrix.java weka\core\Option.java weka\core\OptionHandler.java weka\core\Queue.java weka\core\Range.java weka\core\SelectedTag.java weka\core\SerializedObject.java weka\core\SparseInstance.java weka\core\SpecialFunctions.java weka\core\Statistics.java weka\core\Summarizable.java weka\core\Tag.java weka\core\UnassignedClassException.java weka\core\UnassignedDatasetException.java weka\core\UnsupportedAttributeTypeException.java weka\core\UnsupportedClassTypeException.java weka\core\Utils.java weka\core\WeightedInstancesHandler.java weka\core\WekaException.java weka\core\DistributedServer.java weka\core weka\estimators\ConditionalEstimator.java weka\estimators\DDConditionalEstimator.java weka\estimators\DKConditionalEstimator.java weka\estimators\DNConditionalEstimator.java weka\estimators\DiscreteEstimator.java weka\estimators\Estimator.java weka\estimators\KDConditionalEstimator.java weka\estimators\KKConditionalEstimator.java weka\estimators\KernelEstimator.java weka\estimators\MahalanobisEstimator.java weka\estimators\NDConditionalEstimator.java weka\estimators\NNConditionalEstimator.java weka\estimators\NormalEstimator.java weka\estimators\PoissonEstimator.java weka\estimators weka\experiment\AveragingResultProducer.java weka\experiment\CSVResultListener.java weka\experiment\ClassifierSplitEvaluator.java weka\experiment\Compute.java weka\experiment\CostSensitiveClassifierSplitEvaluator.java weka\experiment\CrossValidationResultProducer.java weka\experiment\DatabaseResultListener.java weka\experiment\DatabaseResultProducer.java weka\experiment\DatabaseUtils.java weka\experiment\DatabaseUtils.props weka\experiment\Experiment.java weka\experiment\InstanceQuery.java weka\experiment\InstancesResultListener.java weka\experiment\LearningRateResultProducer.java weka\experiment\OutputZipper.java weka\experiment\PairedStats.java weka\experiment\PairedTTester.java weka\experiment\PropertyNode.java weka\experiment\RandomSplitResultProducer.java weka\experiment\RegressionSplitEvaluator.java weka\experiment\RemoteEngine.java weka\experiment\RemoteExperiment.java weka\experiment\RemoteExperimentEvent.java weka\experiment\RemoteExperimentListener.java weka\experiment\RemoteExperimentSubTask.java weka\experiment\ResultListener.java weka\experiment\ResultProducer.java weka\experiment\SplitEvaluator.java weka\experiment\Stats.java weka\experiment\Task.java weka\experiment\TaskStatusInfo.java weka\experiment weka\filters\AbstractTimeSeriesFilter.java weka\filters\AddFilter.java weka\filters\AllFilter.java weka\filters\AttributeExpressionFilter.java weka\filters\AttributeFilter.java weka\filters\AttributeSelectionFilter.java weka\filters\AttributeTypeFilter.java weka\filters\CopyAttributesFilter.java weka\filters\DiscretizeFilter.java weka\filters\EmptyAttributeFilter.java weka\filters\Filter.java weka\filters\FirstOrderFilter.java weka\filters\InstanceFilter.java weka\filters\MakeIndicatorFilter.java weka\filters\MergeTwoValuesFilter.java weka\filters\NominalToBinaryFilter.java weka\filters\NonSparseToSparseFilter.java weka\filters\NormalizationFilter.java weka\filters\NullFilter.java weka\filters\NumericToBinaryFilter.java weka\filters\NumericTransformFilter.java weka\filters\ObfuscateFilter.java weka\filters\RandomizeFilter.java weka\filters\ReplaceMissingValuesFilter.java weka\filters\ResampleFilter.java weka\filters\SparseToNonSparseFilter.java weka\filters\SplitDatasetFilter.java weka\filters\SpreadSubsampleFilter.java weka\filters\StringToNominalFilter.java weka\filters\SwapAttributeValuesFilter.java weka\filters\TimeSeriesDeltaFilter.java weka\filters\TimeSeriesTranslateFilter.java weka\filters weka\gui\experiment\DatasetListPanel.java weka\gui\experiment\DistributeExperimentPanel.java weka\gui\experiment\Experimenter.java weka\gui\experiment\GeneratorPropertyIteratorPanel.java weka\gui\experiment\HostListPanel.java weka\gui\experiment\ResultsPanel.java weka\gui\experiment\RunNumberPanel.java weka\gui\experiment\RunPanel.java weka\gui\experiment\SetupPanel.java weka\gui\experiment weka\gui\AttributeSelectionPanel.java weka\gui\AttributeSummaryPanel.java weka\gui\CostMatrixEditor.java weka\gui\ExtensionFileFilter.java weka\gui\FileEditor.java weka\gui\GUIChooser.java weka\gui\GenericArrayEditor.java weka\gui\GenericObjectEditor.java weka\gui\GenericObjectEditor.props weka\gui\InstancesSummaryPanel.java weka\gui\ListSelectorDialog.java weka\gui\LogPanel.java weka\gui\Logger.java weka\gui\PropertyDialog.java weka\gui\PropertyPanel.java weka\gui\PropertySelectorDialog.java weka\gui\PropertySheetPanel.java weka\gui\PropertyText.java weka\gui\PropertyValueSelector.java weka\gui\ResultHistoryPanel.java weka\gui\SaveBuffer.java weka\gui\SelectedTagEditor.java weka\gui\SetInstancesPanel.java weka\gui\SimpleCLI.java weka\gui\SysErrLog.java weka\gui\TaskLogger.java weka\gui\WekaTaskMonitor.java weka\gui\explorer\AssociationsPanel.java weka\gui\explorer\AttributeSelectionPanel.java weka\gui\explorer\ClassifierPanel.java weka\gui\explorer\ClustererPanel.java weka\gui\explorer\Explorer.java weka\gui\explorer\PreprocessPanel.java weka\gui\explorer weka\gui\streams\InstanceCounter.java weka\gui\streams\InstanceEvent.java weka\gui\streams\InstanceJoiner.java weka\gui\streams\InstanceListener.java weka\gui\streams\InstanceLoader.java weka\gui\streams\InstanceProducer.java weka\gui\streams\InstanceSavePanel.java weka\gui\streams\InstanceTable.java weka\gui\streams\InstanceViewer.java weka\gui\streams\SerialInstanceListener.java weka\gui\streams weka\gui\treevisualizer\Colors.java weka\gui\treevisualizer\Edge.java weka\gui\treevisualizer\NamedColor.java weka\gui\treevisualizer\Node.java weka\gui\treevisualizer\NodePlace.java weka\gui\treevisualizer\PlaceNode1.java weka\gui\treevisualizer\PlaceNode2.java weka\gui\treevisualizer\TreeBuild.java weka\gui\treevisualizer\TreeDisplayEvent.java weka\gui\treevisualizer\TreeDisplayListener.java weka\gui\treevisualizer\TreeVisualizer.java weka\gui\treevisualizer weka\gui\visualize\AttributePanel.java weka\gui\visualize\AttributePanelEvent.java weka\gui\visualize\AttributePanelListener.java weka\gui\visualize\ClassPanel.java weka\gui\visualize\LegendPanel.java weka\gui\visualize\Plot2D.java weka\gui\visualize\Plot2DCompanion.java weka\gui\visualize\PlotData2D.java weka\gui\visualize\Visualize.props weka\gui\visualize\VisualizePanel.java weka\gui\visualize\VisualizePanelEvent.java weka\gui\visualize\VisualizePanelListener.java weka\gui\visualize\VisualizeUtils.java weka\gui\visualize weka\gui weka