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< 数据挖掘--实用机器学习技术及java实现> 一书结合数据挖掘和机器学习的知识,作者陈述了自动挖掘模式的基础理论,并且以java语言实现了具有代表性的各类数据挖掘方法.例如:class

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<LI TYPE="circle">class weka.classifiers.j48.<A HREF="weka/classifiers/j48/BinC45Split.html"><B>BinC45Split</B></A><LI TYPE="circle">class weka.classifiers.j48.<A HREF="weka/classifiers/j48/C45Split.html"><B>C45Split</B></A><LI TYPE="circle">class weka.classifiers.j48.<A HREF="weka/classifiers/j48/NoSplit.html"><B>NoSplit</B></A></UL>
<LI TYPE="circle">class weka.classifiers.j48.<A HREF="weka/classifiers/j48/ClassifierTree.html"><B>ClassifierTree</B></A> (implements weka.core.<A HREF="weka/core/Drawable.html">Drawable</A>, java.io.Serializable)
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<LI TYPE="circle">class weka.classifiers.j48.<A HREF="weka/classifiers/j48/C45PruneableClassifierTree.html"><B>C45PruneableClassifierTree</B></A><LI TYPE="circle">class weka.classifiers.j48.<A HREF="weka/classifiers/j48/PruneableClassifierTree.html"><B>PruneableClassifierTree</B></A></UL>
<LI TYPE="circle">class weka.clusterers.<A HREF="weka/clusterers/Clusterer.html"><B>Clusterer</B></A> (implements java.lang.Cloneable, java.io.Serializable)
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<LI TYPE="circle">class weka.clusterers.<A HREF="weka/clusterers/Cobweb.html"><B>Cobweb</B></A> (implements weka.core.<A HREF="weka/core/Drawable.html">Drawable</A>, weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.clusterers.<A HREF="weka/clusterers/DistributionClusterer.html"><B>DistributionClusterer</B></A><UL>
<LI TYPE="circle">class weka.clusterers.<A HREF="weka/clusterers/DistributionMetaClusterer.html"><B>DistributionMetaClusterer</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.clusterers.<A HREF="weka/clusterers/EM.html"><B>EM</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
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<LI TYPE="circle">class weka.clusterers.<A HREF="weka/clusterers/SimpleKMeans.html"><B>SimpleKMeans</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
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<LI TYPE="circle">class weka.clusterers.<A HREF="weka/clusterers/ClusterEvaluation.html"><B>ClusterEvaluation</B></A><LI TYPE="circle">class weka.gui.treevisualizer.<A HREF="weka/gui/treevisualizer/Colors.html"><B>Colors</B></A><LI TYPE="circle">class java.awt.Component (implements java.awt.image.ImageObserver, java.awt.MenuContainer, java.io.Serializable)
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<LI TYPE="circle">class java.awt.Container<UL>
<LI TYPE="circle">class javax.swing.JComponent (implements java.io.Serializable)
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<LI TYPE="circle">class javax.swing.JPanel (implements javax.accessibility.Accessible)
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<LI TYPE="circle">class weka.gui.explorer.<A HREF="weka/gui/explorer/AssociationsPanel.html"><B>AssociationsPanel</B></A><LI TYPE="circle">class weka.gui.visualize.<A HREF="weka/gui/visualize/AttributePanel.AttributeSpacing.html"><B>AttributePanel.AttributeSpacing</B></A><LI TYPE="circle">class weka.gui.<A HREF="weka/gui/AttributeSelectionPanel.html"><B>AttributeSelectionPanel</B></A><LI TYPE="circle">class weka.gui.explorer.<A HREF="weka/gui/explorer/AttributeSelectionPanel.html"><B>AttributeSelectionPanel</B></A><LI TYPE="circle">class weka.gui.<A HREF="weka/gui/AttributeSummaryPanel.html"><B>AttributeSummaryPanel</B></A><LI TYPE="circle">class weka.gui.explorer.<A HREF="weka/gui/explorer/ClassifierPanel.html"><B>ClassifierPanel</B></A><LI TYPE="circle">class weka.gui.visualize.<A HREF="weka/gui/visualize/ClassPanel.html"><B>ClassPanel</B></A><LI TYPE="circle">class weka.gui.explorer.<A HREF="weka/gui/explorer/ClustererPanel.html"><B>ClustererPanel</B></A><LI TYPE="circle">class weka.gui.experiment.<A HREF="weka/gui/experiment/DatasetListPanel.html"><B>DatasetListPanel</B></A> (implements java.awt.event.ActionListener)
<LI TYPE="circle">class weka.gui.experiment.<A HREF="weka/gui/experiment/DistributeExperimentPanel.html"><B>DistributeExperimentPanel</B></A><LI TYPE="circle">class weka.gui.experiment.<A HREF="weka/gui/experiment/Experimenter.html"><B>Experimenter</B></A><LI TYPE="circle">class weka.gui.explorer.<A HREF="weka/gui/explorer/Explorer.html"><B>Explorer</B></A><LI TYPE="circle">class weka.gui.experiment.<A HREF="weka/gui/experiment/GeneratorPropertyIteratorPanel.html"><B>GeneratorPropertyIteratorPanel</B></A> (implements java.awt.event.ActionListener)
<LI TYPE="circle">class weka.gui.<A HREF="weka/gui/GenericArrayEditor.html"><B>GenericArrayEditor</B></A> (implements java.beans.PropertyEditor)
<LI TYPE="circle">class weka.gui.<A HREF="weka/gui/GenericObjectEditor.GOEPanel.html"><B>GenericObjectEditor.GOEPanel</B></A> (implements java.awt.event.ItemListener)
<LI TYPE="circle">class weka.gui.experiment.<A HREF="weka/gui/experiment/HostListPanel.html"><B>HostListPanel</B></A> (implements java.awt.event.ActionListener)
<LI TYPE="circle">class weka.gui.streams.<A HREF="weka/gui/streams/InstanceCounter.html"><B>InstanceCounter</B></A> (implements weka.gui.streams.<A HREF="weka/gui/streams/InstanceListener.html">InstanceListener</A>, java.io.Serializable)
<LI TYPE="circle">class weka.gui.streams.<A HREF="weka/gui/streams/InstanceLoader.html"><B>InstanceLoader</B></A> (implements java.awt.event.ActionListener, weka.gui.streams.<A HREF="weka/gui/streams/InstanceProducer.html">InstanceProducer</A>, java.io.Serializable)
<LI TYPE="circle">class weka.gui.<A HREF="weka/gui/InstancesSummaryPanel.html"><B>InstancesSummaryPanel</B></A><LI TYPE="circle">class weka.gui.streams.<A HREF="weka/gui/streams/InstanceTable.html"><B>InstanceTable</B></A> (implements weka.gui.streams.<A HREF="weka/gui/streams/InstanceListener.html">InstanceListener</A>, java.io.Serializable)
<LI TYPE="circle">class weka.gui.streams.<A HREF="weka/gui/streams/InstanceViewer.html"><B>InstanceViewer</B></A> (implements weka.gui.streams.<A HREF="weka/gui/streams/InstanceListener.html">InstanceListener</A>, java.io.Serializable)
<LI TYPE="circle">class weka.gui.visualize.<A HREF="weka/gui/visualize/LegendPanel.LegendEntry.html"><B>LegendPanel.LegendEntry</B></A><LI TYPE="circle">class weka.gui.<A HREF="weka/gui/LogPanel.html"><B>LogPanel</B></A> (implements weka.gui.<A HREF="weka/gui/Logger.html">Logger</A>, weka.gui.<A HREF="weka/gui/TaskLogger.html">TaskLogger</A>)
<LI TYPE="circle">class weka.gui.visualize.<A HREF="weka/gui/visualize/Plot2D.html"><B>Plot2D</B></A><LI TYPE="circle">class weka.gui.explorer.<A HREF="weka/gui/explorer/PreprocessPanel.html"><B>PreprocessPanel</B></A><LI TYPE="circle">class weka.gui.<A HREF="weka/gui/PropertyPanel.html"><B>PropertyPanel</B></A><LI TYPE="circle">class weka.gui.<A HREF="weka/gui/PropertySheetPanel.html"><B>PropertySheetPanel</B></A> (implements java.beans.PropertyChangeListener)
<LI TYPE="circle">class weka.gui.<A HREF="weka/gui/ResultHistoryPanel.html"><B>ResultHistoryPanel</B></A><LI TYPE="circle">class weka.gui.experiment.<A HREF="weka/gui/experiment/ResultsPanel.html"><B>ResultsPanel</B></A><LI TYPE="circle">class weka.gui.experiment.<A HREF="weka/gui/experiment/RunNumberPanel.html"><B>RunNumberPanel</B></A><LI TYPE="circle">class weka.gui.experiment.<A HREF="weka/gui/experiment/RunPanel.html"><B>RunPanel</B></A> (implements java.awt.event.ActionListener)
<LI TYPE="circle">class weka.gui.<A HREF="weka/gui/SetInstancesPanel.html"><B>SetInstancesPanel</B></A><LI TYPE="circle">class weka.gui.experiment.<A HREF="weka/gui/experiment/SetupPanel.html"><B>SetupPanel</B></A><LI TYPE="circle">class weka.gui.treevisualizer.<A HREF="weka/gui/treevisualizer/TreeVisualizer.html"><B>TreeVisualizer</B></A> (implements java.awt.event.ActionListener, java.awt.event.ItemListener, java.awt.event.MouseListener, java.awt.event.MouseMotionListener)
<LI TYPE="circle">class weka.gui.visualize.<A HREF="weka/gui/visualize/VisualizePanel.html"><B>VisualizePanel</B></A><LI TYPE="circle">class weka.gui.visualize.<A HREF="weka/gui/visualize/VisualizePanel.PlotPanel.html"><B>VisualizePanel.PlotPanel</B></A> (implements weka.gui.visualize.<A HREF="weka/gui/visualize/Plot2DCompanion.html">Plot2DCompanion</A>)
<LI TYPE="circle">class weka.gui.<A HREF="weka/gui/WekaTaskMonitor.html"><B>WekaTaskMonitor</B></A> (implements weka.gui.<A HREF="weka/gui/TaskLogger.html">TaskLogger</A>)
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<LI TYPE="circle">class javax.swing.JScrollPane (implements javax.accessibility.Accessible, javax.swing.ScrollPaneConstants)
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<LI TYPE="circle">class weka.gui.visualize.<A HREF="weka/gui/visualize/AttributePanel.html"><B>AttributePanel</B></A><LI TYPE="circle">class weka.gui.visualize.<A HREF="weka/gui/visualize/LegendPanel.html"><B>LegendPanel</B></A></UL>
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<LI TYPE="circle">class java.awt.Panel (implements javax.accessibility.Accessible)
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<LI TYPE="circle">class weka.gui.streams.<A HREF="weka/gui/streams/InstanceSavePanel.html"><B>InstanceSavePanel</B></A> (implements weka.gui.streams.<A HREF="weka/gui/streams/InstanceListener.html">InstanceListener</A>, java.io.Serializable)
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<LI TYPE="circle">class java.awt.Window (implements javax.accessibility.Accessible)
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<LI TYPE="circle">class java.awt.Dialog<UL>
<LI TYPE="circle">class javax.swing.JDialog (implements javax.accessibility.Accessible, javax.swing.RootPaneContainer, javax.swing.WindowConstants)
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<LI TYPE="circle">class weka.gui.<A HREF="weka/gui/ListSelectorDialog.html"><B>ListSelectorDialog</B></A><LI TYPE="circle">class weka.gui.<A HREF="weka/gui/PropertySelectorDialog.html"><B>PropertySelectorDialog</B></A></UL>
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<LI TYPE="circle">class java.awt.Frame (implements java.awt.MenuContainer)
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<LI TYPE="circle">class weka.gui.<A HREF="weka/gui/GUIChooser.html"><B>GUIChooser</B></A><LI TYPE="circle">class javax.swing.JFrame (implements javax.accessibility.Accessible, javax.swing.RootPaneContainer, javax.swing.WindowConstants)
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<LI TYPE="circle">class weka.gui.<A HREF="weka/gui/PropertyDialog.html"><B>PropertyDialog</B></A></UL>
<LI TYPE="circle">class weka.gui.<A HREF="weka/gui/SimpleCLI.html"><B>SimpleCLI</B></A> (implements java.awt.event.ActionListener)
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<LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/ConsistencySubsetEval.hashKey.html"><B>ConsistencySubsetEval.hashKey</B></A><LI TYPE="circle">class weka.core.<A HREF="weka/core/ContingencyTables.html"><B>ContingencyTables</B></A><LI TYPE="circle">class weka.core.converters.<A HREF="weka/core/converters/ConverterUtils.html"><B>ConverterUtils</B></A> (implements java.io.Serializable)
<LI TYPE="circle">class weka.classifiers.evaluation.<A HREF="weka/classifiers/evaluation/CostCurve.html"><B>CostCurve</B></A><LI TYPE="circle">class weka.gui.<A HREF="weka/gui/CostMatrixEditor.html"><B>CostMatrixEditor</B></A> (implements java.beans.PropertyEditor)
<LI TYPE="circle">class weka.experiment.<A HREF="weka/experiment/CrossValidationResultProducer.html"><B>CrossValidationResultProducer</B></A> (implements weka.core.<A HREF="weka/core/AdditionalMeasureProducer.html">AdditionalMeasureProducer</A>, weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.experiment.<A HREF="weka/experiment/ResultProducer.html">ResultProducer</A>)
<LI TYPE="circle">class weka.experiment.<A HREF="weka/experiment/CSVResultListener.html"><B>CSVResultListener</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.experiment.<A HREF="weka/experiment/ResultListener.html">ResultListener</A>)
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<LI TYPE="circle">class weka.experiment.<A HREF="weka/experiment/InstancesResultListener.html"><B>InstancesResultListener</B></A></UL>
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/CVParameterSelection.CVParameter.html"><B>CVParameterSelection.CVParameter</B></A><LI TYPE="circle">class weka.experiment.<A HREF="weka/experiment/DatabaseUtils.html"><B>DatabaseUtils</B></A> (implements java.io.Serializable)
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<LI TYPE="circle">class weka.experiment.<A HREF="weka/experiment/DatabaseResultListener.html"><B>DatabaseResultListener</B></A> (implements weka.experiment.<A HREF="weka/experiment/ResultListener.html">ResultListener</A>)
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<LI TYPE="circle">class weka.experiment.<A HREF="weka/experiment/DatabaseResultProducer.html"><B>DatabaseResultProducer</B></A> (implements weka.core.<A HREF="weka/core/AdditionalMeasureProducer.html">AdditionalMeasureProducer</A>, weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.experiment.<A HREF="weka/experiment/ResultProducer.html">ResultProducer</A>)
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