overview-tree.html

< 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.experiment.<A HREF="weka/experiment/InstanceQuery.html"><B>InstanceQuery</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
</UL>
<LI TYPE="circle">class weka.estimators.<A HREF="weka/estimators/DDConditionalEstimator.html"><B>DDConditionalEstimator</B></A> (implements weka.estimators.<A HREF="weka/estimators/ConditionalEstimator.html">ConditionalEstimator</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.estimators.<A HREF="weka/estimators/DiscreteEstimator.html"><B>DiscreteEstimator</B></A> (implements weka.estimators.<A HREF="weka/estimators/Estimator.html">Estimator</A>)
<LI TYPE="circle">class weka.core.<A HREF="weka/core/DistributedServer.html"><B>DistributedServer</B></A><LI TYPE="circle">class weka.classifiers.j48.<A HREF="weka/classifiers/j48/Distribution.html"><B>Distribution</B></A> (implements java.lang.Cloneable, java.io.Serializable)
<LI TYPE="circle">class weka.estimators.<A HREF="weka/estimators/DKConditionalEstimator.html"><B>DKConditionalEstimator</B></A> (implements weka.estimators.<A HREF="weka/estimators/ConditionalEstimator.html">ConditionalEstimator</A>)
<LI TYPE="circle">class weka.estimators.<A HREF="weka/estimators/DNConditionalEstimator.html"><B>DNConditionalEstimator</B></A> (implements weka.estimators.<A HREF="weka/estimators/ConditionalEstimator.html">ConditionalEstimator</A>)
<LI TYPE="circle">class weka.classifiers.m5.<A HREF="weka/classifiers/m5/Dvector.html"><B>Dvector</B></A><LI TYPE="circle">class weka.gui.treevisualizer.<A HREF="weka/gui/treevisualizer/Edge.html"><B>Edge</B></A><LI TYPE="circle">class weka.classifiers.m5.<A HREF="weka/classifiers/m5/Errors.html"><B>Errors</B></A> (implements java.io.Serializable)
<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.classifiers.evaluation.<A HREF="weka/classifiers/evaluation/EvaluationUtils.html"><B>EvaluationUtils</B></A><LI TYPE="circle">class java.util.EventObject (implements java.io.Serializable)
<UL>
<LI TYPE="circle">class weka.gui.streams.<A HREF="weka/gui/streams/InstanceEvent.html"><B>InstanceEvent</B></A></UL>
<LI TYPE="circle">class weka.experiment.<A HREF="weka/experiment/Experiment.html"><B>Experiment</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>, java.io.Serializable)
<UL>
<LI TYPE="circle">class weka.experiment.<A HREF="weka/experiment/RemoteExperiment.html"><B>RemoteExperiment</B></A></UL>
<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.attributeSelection.<A HREF="weka/attributeSelection/BestFirst.LinkedList2.html"><B>BestFirst.LinkedList2</B></A><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/FastVector.FastVectorEnumeration.html"><B>FastVector.FastVectorEnumeration</B></A> (implements java.util.Enumeration)
<LI TYPE="circle">class javax.swing.filechooser.FileFilter<UL>
<LI TYPE="circle">class weka.gui.<A HREF="weka/gui/ExtensionFileFilter.html"><B>ExtensionFileFilter</B></A> (implements java.io.FilenameFilter)
</UL>
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/Filter.html"><B>Filter</B></A> (implements java.io.Serializable)
<UL>
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/AbstractTimeSeriesFilter.html"><B>AbstractTimeSeriesFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<UL>
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/TimeSeriesTranslateFilter.html"><B>TimeSeriesTranslateFilter</B></A><UL>
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/TimeSeriesDeltaFilter.html"><B>TimeSeriesDeltaFilter</B></A></UL>
</UL>
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/AddFilter.html"><B>AddFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/AllFilter.html"><B>AllFilter</B></A><LI TYPE="circle">class weka.filters.<A HREF="weka/filters/AttributeExpressionFilter.html"><B>AttributeExpressionFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/AttributeFilter.html"><B>AttributeFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/AttributeSelectionFilter.html"><B>AttributeSelectionFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/AttributeTypeFilter.html"><B>AttributeTypeFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/CopyAttributesFilter.html"><B>CopyAttributesFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/DiscretizeFilter.html"><B>DiscretizeFilter</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.filters.<A HREF="weka/filters/EmptyAttributeFilter.html"><B>EmptyAttributeFilter</B></A><LI TYPE="circle">class weka.filters.<A HREF="weka/filters/FirstOrderFilter.html"><B>FirstOrderFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/InstanceFilter.html"><B>InstanceFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/MakeIndicatorFilter.html"><B>MakeIndicatorFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/MergeTwoValuesFilter.html"><B>MergeTwoValuesFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/NominalToBinaryFilter.html"><B>NominalToBinaryFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/NonSparseToSparseFilter.html"><B>NonSparseToSparseFilter</B></A><LI TYPE="circle">class weka.filters.<A HREF="weka/filters/NormalizationFilter.html"><B>NormalizationFilter</B></A><LI TYPE="circle">class weka.filters.<A HREF="weka/filters/NullFilter.html"><B>NullFilter</B></A><LI TYPE="circle">class weka.filters.<A HREF="weka/filters/NumericToBinaryFilter.html"><B>NumericToBinaryFilter</B></A><LI TYPE="circle">class weka.filters.<A HREF="weka/filters/NumericTransformFilter.html"><B>NumericTransformFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/ObfuscateFilter.html"><B>ObfuscateFilter</B></A><LI TYPE="circle">class weka.filters.<A HREF="weka/filters/RandomizeFilter.html"><B>RandomizeFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/ReplaceMissingValuesFilter.html"><B>ReplaceMissingValuesFilter</B></A><LI TYPE="circle">class weka.filters.<A HREF="weka/filters/ResampleFilter.html"><B>ResampleFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/SparseToNonSparseFilter.html"><B>SparseToNonSparseFilter</B></A><LI TYPE="circle">class weka.filters.<A HREF="weka/filters/SplitDatasetFilter.html"><B>SplitDatasetFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/SpreadSubsampleFilter.html"><B>SpreadSubsampleFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/StringToNominalFilter.html"><B>StringToNominalFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
<LI TYPE="circle">class weka.filters.<A HREF="weka/filters/SwapAttributeValuesFilter.html"><B>SwapAttributeValuesFilter</B></A> (implements weka.core.<A HREF="weka/core/OptionHandler.html">OptionHandler</A>)
</UL>
<LI TYPE="circle">class weka.classifiers.m5.<A HREF="weka/classifiers/m5/Function.html"><B>Function</B></A> (implements java.io.Serializable)
<LI TYPE="circle">class weka.gui.<A HREF="weka/gui/GenericObjectEditor.html"><B>GenericObjectEditor</B></A> (implements java.beans.PropertyEditor)
<LI TYPE="circle">class weka.attributeSelection.<A HREF="weka/attributeSelection/GeneticSearch.GABitSet.html"><B>GeneticSearch.GABitSet</B></A> (implements java.lang.Cloneable)
<LI TYPE="circle">class weka.classifiers.m5.<A HREF="weka/classifiers/m5/Impurity.html"><B>Impurity</B></A><LI TYPE="circle">class weka.core.<A HREF="weka/core/Instance.html"><B>Instance</B></A> (implements weka.core.<A HREF="weka/core/Copyable.html">Copyable</A>, java.io.Serializable)
<UL>
<LI TYPE="circle">class weka.core.<A HREF="weka/core/SparseInstance.html"><B>SparseInstance</B></A><UL>
<LI TYPE="circle">class weka.core.<A HREF="weka/core/BinarySparseInstance.html"><B>BinarySparseInstance</B></A></UL>
</UL>
<LI TYPE="circle">class weka.gui.streams.<A HREF="weka/gui/streams/InstanceJoiner.html"><B>InstanceJoiner</B></A> (implements weka.gui.streams.<A HREF="weka/gui/streams/InstanceProducer.html">InstanceProducer</A>, weka.gui.streams.<A HREF="weka/gui/streams/SerialInstanceListener.html">SerialInstanceListener</A>, java.io.Serializable)
<LI TYPE="circle">class weka.core.<A HREF="weka/core/Instances.html"><B>Instances</B></A> (implements java.io.Serializable)
<UL>
<LI TYPE="circle">class weka.classifiers.adtree.<A HREF="weka/classifiers/adtree/ReferenceInstances.html"><B>ReferenceInstances</B></A></UL>
<LI TYPE="circle">class weka.associations.<A HREF="weka/associations/ItemSet.html"><B>ItemSet</B></A> (implements java.io.Serializable)
<LI TYPE="circle">class weka.classifiers.m5.<A HREF="weka/classifiers/m5/Ivector.html"><B>Ivector</B></A><LI TYPE="circle">class weka.estimators.<A HREF="weka/estimators/KDConditionalEstimator.html"><B>KDConditionalEstimator</B></A> (implements weka.estimators.<A HREF="weka/estimators/ConditionalEstimator.html">ConditionalEstimator</A>)
<LI TYPE="circle">class weka.estimators.<A HREF="weka/estimators/KernelEstimator.html"><B>KernelEstimator</B></A> (implements weka.estimators.<A HREF="weka/estimators/Estimator.html">Estimator</A>)
<LI TYPE="circle">class weka.estimators.<A HREF="weka/estimators/KKConditionalEstimator.html"><B>KKConditionalEstimator</B></A> (implements weka.estimators.<A HREF="weka/estimators/ConditionalEstimator.html">ConditionalEstimator</A>)
<LI TYPE="circle">class weka.classifiers.kstar.<A HREF="weka/classifiers/kstar/KStarCache.html"><B>KStarCache</B></A><LI TYPE="circle">class weka.classifiers.kstar.<A HREF="weka/classifiers/kstar/KStarCache.CacheTable.html"><B>KStarCache.CacheTable</B></A><LI TYPE="circle">class weka.classifiers.kstar.<A HREF="weka/classifiers/kstar/KStarCache.TableEntry.html"><B>KStarCache.TableEntry</B></A><LI TYPE="circle">class weka.classifiers.kstar.<A HREF="weka/classifiers/kstar/KStarNominalAttribute.html"><B>KStarNominalAttribute</B></A> (implements weka.classifiers.kstar.<A HREF="weka/classifiers/kstar/KStarConstants.html">KStarConstants</A>)
<LI TYPE="circle">class weka.classifiers.kstar.<A HREF="weka/classifiers/kstar/KStarNumericAttribute.html"><B>KStarNumericAttribute</B></A> (implements weka.classifiers.kstar.<A HREF="weka/classifiers/kstar/KStarConstants.html">KStarConstants</A>)
<LI TYPE="circle">class weka.classifiers.kstar.<A HREF="weka/classifiers/kstar/KStarWrapper.html"><B>KStarWrapper</B></A><LI TYPE="circle">class weka.experiment.<A HREF="weka/experiment/LearningRateResultProducer.html"><B>LearningRateResultProducer</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.classifiers.kstar.<A HREF="weka/classifiers/kstar/LightHashTable.html"><B>LightHashTable</B></A><LI TYPE="circle">class weka.classifiers.neural.<A HREF="weka/classifiers/neural/LinearUnit.html"><B>LinearUnit</B></A> (implements weka.classifiers.neural.<A HREF="weka/classifiers/neural/NeuralMethod.html">NeuralMethod</A>)
<LI TYPE="circle">class weka.classifiers.m5.<A HREF="weka/classifiers/m5/M5Utils.html"><B>M5Utils</B></A><LI TYPE="circle">class weka.estimators.<A HREF="weka/estimators/MahalanobisEstimator.html"><B>MahalanobisEstimator</B></A> (implements weka.estimators.<A HREF="weka/estimators/Estimator.html">Estimator</A>)
<LI TYPE="circle">class weka.classifiers.j48.<A HREF="weka/classifiers/j48/MakeDecList.html"><B>MakeDecList</B></A> (implements java.io.Serializable)
<LI TYPE="circle">class weka.classifiers.evaluation.<A HREF="weka/classifiers/evaluation/MarginCurve.html"><B>MarginCurve</B></A><LI TYPE="circle">class weka.core.<A HREF="weka/core/Matrix.html"><B>Matrix</B></A> (implements java.lang.Cloneable, java.io.Serializable)
<UL>