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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

<LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/ConsistencySubsetEval.html"><B>ConsistencySubsetEval</B></A><LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/HoldOutSubsetEvaluator.html"><B>HoldOutSubsetEvaluator</B></A><UL>
<LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/ClassifierSubsetEval.html"><B>ClassifierSubsetEval</B></A> (implements weka.attributeSelection.<A HREF="weka/attributeSelection/ErrorBasedMeritEvaluator.html">ErrorBasedMeritEvaluator</A>, weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
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<LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/UnsupervisedSubsetEvaluator.html"><B>UnsupervisedSubsetEvaluator</B></A><LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/WrapperSubsetEval.html"><B>WrapperSubsetEval</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
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<LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/ASSearch.html"><B>ASSearch</B></A> (implements java.io.Serializable)
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<LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/BestFirst.html"><B>BestFirst</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.attributeSelection.<A HREF="weka/attributeSelection/StartSetHandler.html">StartSetHandler</A>)
<LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/ExhaustiveSearch.html"><B>ExhaustiveSearch</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.attributeSelection.<A HREF="weka/attributeSelection/StartSetHandler.html">StartSetHandler</A>)
<LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/ForwardSelection.html"><B>ForwardSelection</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.attributeSelection.<A HREF="weka/attributeSelection/RankedOutputSearch.html">RankedOutputSearch</A>, weka.attributeSelection.<A HREF="weka/attributeSelection/StartSetHandler.html">StartSetHandler</A>)
<LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/GeneticSearch.html"><B>GeneticSearch</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.attributeSelection.<A HREF="weka/attributeSelection/StartSetHandler.html">StartSetHandler</A>)
<LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/RaceSearch.html"><B>RaceSearch</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.attributeSelection.<A HREF="weka/attributeSelection/RankedOutputSearch.html">RankedOutputSearch</A>)
<LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/RandomSearch.html"><B>RandomSearch</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.attributeSelection.<A HREF="weka/attributeSelection/StartSetHandler.html">StartSetHandler</A>)
<LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/Ranker.html"><B>Ranker</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.attributeSelection.<A HREF="weka/attributeSelection/RankedOutputSearch.html">RankedOutputSearch</A>, weka.attributeSelection.<A HREF="weka/attributeSelection/StartSetHandler.html">StartSetHandler</A>)
<LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/RankSearch.html"><B>RankSearch</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
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<LI TYPE="circle">class weka.associations.<A HREF="weka/associations/Associator.html"><B>Associator</B></A> (implements java.lang.Cloneable, java.io.Serializable)
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<LI TYPE="circle">class weka.associations.<A HREF="weka/associations/Apriori.html"><B>Apriori</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
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<LI TYPE="circle">class weka.core.<A HREF="weka/core/Attribute.html"><B>Attribute</B></A> (implements weka.core.<A HREF="weka/core/Copyable.html">Copyable</A>, java.io.Serializable)
<LI TYPE="circle">class weka.gui.visualize.<A HREF="weka/gui/visualize/AttributePanelEvent.html"><B>AttributePanelEvent</B></A><LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/AttributeSelection.html"><B>AttributeSelection</B></A> (implements java.io.Serializable)
<LI TYPE="circle">class weka.core.<A HREF="weka/core/AttributeStats.html"><B>AttributeStats</B></A><LI TYPE="circle">class weka.experiment.<A HREF="weka/experiment/AveragingResultProducer.html"><B>AveragingResultProducer</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/ResultListener.html">ResultListener</A>, weka.experiment.<A HREF="weka/experiment/ResultProducer.html">ResultProducer</A>)
<LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/BestFirst.Link2.html"><B>BestFirst.Link2</B></A><LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/BVDecompose.html"><B>BVDecompose</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/CheckClassifier.html"><B>CheckClassifier</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.core.<A HREF="weka/core/CheckOptionHandler.html"><B>CheckOptionHandler</B></A><LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/Classifier.html"><B>Classifier</B></A> (implements java.lang.Cloneable, java.io.Serializable)
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<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/AdditiveRegression.html"><B>AdditiveRegression</B></A> (implements weka.core.<A HREF="weka/core/AdditionalMeasureProducer.html">AdditionalMeasureProducer</A>, weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/CostSensitiveClassifier.html"><B>CostSensitiveClassifier</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.classifiers.<A HREF="weka/classifiers/CVParameterSelection.html"><B>CVParameterSelection</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.core.<A HREF="weka/core/Summarizable.html">Summarizable</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/DistributionClassifier.html"><B>DistributionClassifier</B></A><UL>
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/AdaBoostM1.html"><B>AdaBoostM1</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.classifiers.<A HREF="weka/classifiers/Sourcable.html">Sourcable</A>, weka.core.<A HREF="weka/core/WeightedInstancesHandler.html">WeightedInstancesHandler</A>)
<LI TYPE="circle">class weka.classifiers.adtree.<A HREF="weka/classifiers/adtree/ADTree.html"><B>ADTree</B></A> (implements weka.core.<A HREF="weka/core/AdditionalMeasureProducer.html">AdditionalMeasureProducer</A>, weka.core.<A HREF="weka/core/Drawable.html">Drawable</A>, weka.classifiers.<A HREF="weka/classifiers/IterativeClassifier.html">IterativeClassifier</A>, weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.core.<A HREF="weka/core/WeightedInstancesHandler.html">WeightedInstancesHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/AttributeSelectedClassifier.html"><B>AttributeSelectedClassifier</B></A> (implements weka.core.<A HREF="weka/core/AdditionalMeasureProducer.html">AdditionalMeasureProducer</A>, weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/Bagging.html"><B>Bagging</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/ClassificationViaRegression.html"><B>ClassificationViaRegression</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/DecisionStump.html"><B>DecisionStump</B></A> (implements weka.classifiers.<A HREF="weka/classifiers/Sourcable.html">Sourcable</A>, weka.core.<A HREF="weka/core/WeightedInstancesHandler.html">WeightedInstancesHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/DecisionTable.html"><B>DecisionTable</B></A> (implements weka.core.<A HREF="weka/core/AdditionalMeasureProducer.html">AdditionalMeasureProducer</A>, weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.core.<A HREF="weka/core/WeightedInstancesHandler.html">WeightedInstancesHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/DistributionMetaClassifier.html"><B>DistributionMetaClassifier</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/FilteredClassifier.html"><B>FilteredClassifier</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/HyperPipes.html"><B>HyperPipes</B></A><LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/IBk.html"><B>IBk</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.classifiers.<A HREF="weka/classifiers/UpdateableClassifier.html">UpdateableClassifier</A>, weka.core.<A HREF="weka/core/WeightedInstancesHandler.html">WeightedInstancesHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/Id3.html"><B>Id3</B></A><LI TYPE="circle">class weka.classifiers.j48.<A HREF="weka/classifiers/j48/J48.html"><B>J48</B></A> (implements weka.core.<A HREF="weka/core/AdditionalMeasureProducer.html">AdditionalMeasureProducer</A>, weka.core.<A HREF="weka/core/Drawable.html">Drawable</A>, weka.core.<A HREF="weka/core/Matchable.html">Matchable</A>, weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.classifiers.<A HREF="weka/classifiers/Sourcable.html">Sourcable</A>, weka.core.<A HREF="weka/core/Summarizable.html">Summarizable</A>, weka.core.<A HREF="weka/core/WeightedInstancesHandler.html">WeightedInstancesHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/KernelDensity.html"><B>KernelDensity</B></A><LI TYPE="circle">class weka.classifiers.kstar.<A HREF="weka/classifiers/kstar/KStar.html"><B>KStar</B></A> (implements weka.classifiers.kstar.<A HREF="weka/classifiers/kstar/KStarConstants.html">KStarConstants</A>, weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.classifiers.<A HREF="weka/classifiers/UpdateableClassifier.html">UpdateableClassifier</A>, weka.core.<A HREF="weka/core/WeightedInstancesHandler.html">WeightedInstancesHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/Logistic.html"><B>Logistic</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/LogitBoost.html"><B>LogitBoost</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.classifiers.<A HREF="weka/classifiers/Sourcable.html">Sourcable</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/MultiClassClassifier.html"><B>MultiClassClassifier</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/NaiveBayes.html"><B>NaiveBayes</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.core.<A HREF="weka/core/WeightedInstancesHandler.html">WeightedInstancesHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/NaiveBayesSimple.html"><B>NaiveBayesSimple</B></A><LI TYPE="circle">class weka.classifiers.neural.<A HREF="weka/classifiers/neural/NeuralNetwork.html"><B>NeuralNetwork</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.core.<A HREF="weka/core/WeightedInstancesHandler.html">WeightedInstancesHandler</A>)
<LI TYPE="circle">class weka.classifiers.j48.<A HREF="weka/classifiers/j48/PART.html"><B>PART</B></A> (implements weka.core.<A HREF="weka/core/AdditionalMeasureProducer.html">AdditionalMeasureProducer</A>, weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.core.<A HREF="weka/core/Summarizable.html">Summarizable</A>, weka.core.<A HREF="weka/core/WeightedInstancesHandler.html">WeightedInstancesHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/SMO.html"><B>SMO</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/ThresholdSelector.html"><B>ThresholdSelector</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/UserClassifier.html"><B>UserClassifier</B></A> (implements weka.core.<A HREF="weka/core/Drawable.html">Drawable</A>, weka.gui.treevisualizer.<A HREF="weka/gui/treevisualizer/TreeDisplayListener.html">TreeDisplayListener</A>, weka.gui.visualize.<A HREF="weka/gui/visualize/VisualizePanelListener.html">VisualizePanelListener</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/VFI.html"><B>VFI</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.core.<A HREF="weka/core/WeightedInstancesHandler.html">WeightedInstancesHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/VotedPerceptron.html"><B>VotedPerceptron</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/ZeroR.html"><B>ZeroR</B></A> (implements weka.core.<A HREF="weka/core/WeightedInstancesHandler.html">WeightedInstancesHandler</A>)
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<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/IB1.html"><B>IB1</B></A> (implements weka.classifiers.<A HREF="weka/classifiers/UpdateableClassifier.html">UpdateableClassifier</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/LinearRegression.html"><B>LinearRegression</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.core.<A HREF="weka/core/WeightedInstancesHandler.html">WeightedInstancesHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/LWR.html"><B>LWR</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, weka.classifiers.<A HREF="weka/classifiers/UpdateableClassifier.html">UpdateableClassifier</A>, weka.core.<A HREF="weka/core/WeightedInstancesHandler.html">WeightedInstancesHandler</A>)
<LI TYPE="circle">class weka.classifiers.m5.<A HREF="weka/classifiers/m5/M5Prime.html"><B>M5Prime</B></A> (implements weka.core.<A HREF="weka/core/AdditionalMeasureProducer.html">AdditionalMeasureProducer</A>, weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/MetaCost.html"><B>MetaCost</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/MultiScheme.html"><B>MultiScheme</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/OneR.html"><B>OneR</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/Prism.html"><B>Prism</B></A><LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/RegressionByDiscretization.html"><B>RegressionByDiscretization</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="weka/classifiers/Stacking.html"><B>Stacking</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
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<LI TYPE="circle">class weka.classifiers.j48.<A HREF="weka/classifiers/j48/ClassifierDecList.html"><B>ClassifierDecList</B></A> (implements java.io.Serializable)
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<LI TYPE="circle">class weka.classifiers.j48.<A HREF="weka/classifiers/j48/C45PruneableDecList.html"><B>C45PruneableDecList</B></A><LI TYPE="circle">class weka.classifiers.j48.<A HREF="weka/classifiers/j48/PruneableDecList.html"><B>PruneableDecList</B></A></UL>
<LI TYPE="circle">class weka.experiment.<A HREF="weka/experiment/ClassifierSplitEvaluator.html"><B>ClassifierSplitEvaluator</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/SplitEvaluator.html">SplitEvaluator</A>)
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<LI TYPE="circle">class weka.experiment.<A HREF="weka/experiment/CostSensitiveClassifierSplitEvaluator.html"><B>CostSensitiveClassifierSplitEvaluator</B></A></UL>
<LI TYPE="circle">class weka.classifiers.j48.<A HREF="weka/classifiers/j48/ClassifierSplitModel.html"><B>ClassifierSplitModel</B></A> (implements java.lang.Cloneable, java.io.Serializable)