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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.classifiers.<A HREF="../../weka/classifiers/Id3.html"><B>Id3</B></A><LI TYPE="circle">class weka.classifiers.<A HREF="../../weka/classifiers/KernelDensity.html"><B>KernelDensity</B></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.<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>)
</UL>
<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.<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>)
</UL>
<LI TYPE="circle">class weka.classifiers.<A HREF="../../weka/classifiers/CVParameterSelection.CVParameter.html"><B>CVParameterSelection.CVParameter</B></A><LI TYPE="circle">class weka.classifiers.<A HREF="../../weka/classifiers/DecisionTable.hashKey.html"><B>DecisionTable.hashKey</B></A> (implements java.io.Serializable)
<LI TYPE="circle">class weka.classifiers.<A HREF="../../weka/classifiers/DecisionTable.Link.html"><B>DecisionTable.Link</B></A><LI TYPE="circle">class weka.classifiers.<A HREF="../../weka/classifiers/Evaluation.html"><B>Evaluation</B></A> (implements java.io.Serializable, weka.core.<A HREF="../../weka/core/Summarizable.html">Summarizable</A>)
<LI TYPE="circle">class weka.classifiers.<A HREF="../../weka/classifiers/EvaluationClient.html"><B>EvaluationClient</B></A><LI TYPE="circle">class weka.core.<A HREF="../../weka/core/FastVector.html"><B>FastVector</B></A> (implements weka.core.<A HREF="../../weka/core/Copyable.html">Copyable</A>, java.io.Serializable)
<UL>
<LI TYPE="circle">class weka.classifiers.<A HREF="../../weka/classifiers/DecisionTable.LinkedList.html"><B>DecisionTable.LinkedList</B></A></UL>
<LI TYPE="circle">class weka.core.<A HREF="../../weka/core/Matrix.html"><B>Matrix</B></A> (implements java.lang.Cloneable, java.io.Serializable)
<UL>
<LI TYPE="circle">class weka.classifiers.<A HREF="../../weka/classifiers/CostMatrix.html"><B>CostMatrix</B></A></UL>
</UL>
</UL>
<H2>
Interface Hierarchy
</H2>
<UL>
<LI TYPE="circle">interface weka.classifiers.<A HREF="../../weka/classifiers/IterativeClassifier.html"><B>IterativeClassifier</B></A><LI TYPE="circle">interface weka.classifiers.<A HREF="../../weka/classifiers/Sourcable.html"><B>Sourcable</B></A><LI TYPE="circle">interface weka.classifiers.<A HREF="../../weka/classifiers/UpdateableClassifier.html"><B>UpdateableClassifier</B></A></UL>
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