毕业设计-数据挖掘聚类理论与方法的研究—EM聚类算法的研究，共34页，16047字，附java源代码、开题报告等
主要内容
在人工智能,模式识别,机器学习等领域中,很多的应用都要用到模型的参数估计。即极大似然估计或极大后验似然估计。EM算法,又称期望最大算法,就是作为一种参数估计的方法通常用于存在缺失数据的情况下。核心思想就是根据已有的数据来迭代计算似然函数,使之收敛于某个最优值。在这里，我想要在文中介绍聚类的基础知识,回顾聚类的典型方法,重点介绍了基于模型的聚类方法。然后,文章深入讨论EM算法。实现了基于高斯混合模型的EM算法,并针对一个具体的应用实例的数据集,和FCM,层次方法作了比较,也作为深入研究本文算法的基础。EM算法收敛的优劣很大程度上取决于其初始参数。运用EM算法来实现高斯混合模型的聚类,如何初始化EM参数是一个关键的问题。在毕业设计中，实现EM算法，并将EM算法应用到实际。聚类算法在当今社会应用开始流行，所以希望我的研究能为数据挖掘研究增砖添瓦。

中文摘要
聚类分析是近年来信息产业界非常热门的研究方向, 也是数据挖掘的最主要的功能之一，其主要原因是目前存在大量可以广泛使用的数据，人们迫切需要将这些数据转换成有用的信息和知识加以利用。获取的信息和知识可以广泛用于各种应用，包括商务管理，生产控制，市场分析，工程设计和医学研究分析等。 
数据聚类强大的应用性体现在很多方面。医学上，聚类能帮助分析确定某一病症在同一年龄，不同人群的病发率，以便可以提早向这些高病发率的人们进行提醒，做好预防工作。同时在地球观测数据库中相似地区的确定，汽车保险单持有者的分组，及根据房子的类型、价值和地理位置对一个城市中房屋的分组上聚类也可以发挥作用。聚类也能用于对Web上的文档进行分类，以发现信息。因此聚类的理论与方法已成为大势所趋。EM算法是目前应用最广泛的高斯模型聚类算法，包括语音识别，图像处理，市场分析，工程设计和科学探索等。
文章第一章介绍数据挖掘及其发展应用，第二章介绍聚类的主要算法和发展现状，第三章介绍聚类算法中的EM算法，介绍它的算法步骤流程及它现在如何应用在实际中，第四章主要介绍聚类系统，是由三种算法对于同一数据集的进行聚类，并对结果进行分析。
关键词: 数据挖掘；聚类分析；EM算法；医学应用

Abstract
Cluster analysis is the study of information industry is very popular in recent years, is also one of the main features of data mining, the main reason is the presence of a large number of widely available data, there is an urgent need to convert these data into useful information and knowledge utilization.  
Access to information and knowledge can be widely used in a variety of applications, including business management, production control, market analysis, engineering design and analysis of medical research. Data clustering powerful applications is reflected in many ways. Medicine, analysis of clustering can help determine if a disease at the same age, prevalence in different populations, so that you can advance to remind people of such high prevalence, and prevention. Identified in similar areas of Earth observation data at the same time, car insurance policy holders group, and according to the type, value, and location of the House to a city housing group clustering can also play a role. Clustering can be used to categorize documents on the Web to find information. Clustering has become an inevitable trend of theory and method. EM algorithm for Gaussian model is by far the most widely used cluster algorithms, including speech recognition, image processing, analysis, engineering design and scientific exploration.    
Articles first chapter describes data mining and development application, second chapter describes poly class of main algorithm and development status, third chapter describes poly class algorithm in the of EM algorithm, describes it of algorithm steps process and the it now how application in actual in the, fourth chapter main describes poly class system, is by three species algorithm for same data set of for poly class, and on results for analysis.
Key words: Data mining ; Analysis of clustering; EM algorithm; Medical application

目录
第一章 绪论 - 1 -
1.1  研究背景与研究意义 - 1 -
1.2 研究内容及发展现状 - 1 -
1.2.1 本文研究内容 - 1 -
1.2.2 数据挖掘的发展现状 - 2 -
1.3  论文的组织 - 3 -
第二章 聚类理论及算法 - 5 -
2.1  聚类的概念与方法 - 5 -
2.2 聚类挖掘算法 - 5 -
2.2.1 聚类挖掘算法概述 - 5 -
2.2.2 FCM聚类算法介绍 - 5 -
2.2.3层次聚类算法介绍： - 6 -
2.3 聚类算法的应用 - 7 -
2.4 本章小结 - 8 -
第三章 EM算法思想与实现 - 9 -
3.1  EM算法简介 - 9 -
3.2  算法实现 - 9 -
3.2.1开发工具 - 9 -
3.2.2 算法流程 - 10 -
3.3 程序结果及其分析 - 12 -
3.3.1  程序结果展示 - 12 -
3.3.2  程序结果分析 - 14 -
3.4 EM算法的应用 - 15 -
3.5  本章小结 - 16 -
第四章 聚类系统简介 - 17 -
4.1系统功能 - 17 -
4.2 工作平台Weka简介 - 17 -
4.3 三种算法结果对比及实际分析 - 19 -
4.4 算法对比总结 23
4.5 本章小结 24
第五章 结论与展望 25
5.1 本文总结 25
5.2 未来工作展望 25
参考文献 27
致谢 28

本文研究内容
解决“数据丰富、知识贫乏”的问题，发现大量数据中所隐藏的知识，是数据挖掘的主旨。随着数据库和网络技术的广泛应用，加上先进的自动数据生成和采集工具的熟练使用，造成数据仓库中所拥有的数据量突飞猛涨，迫使数据挖掘技术应用的创造和改进发展。本文就是主要研究数据挖掘、聚类分析、聚类算法、EM算法实现、EM、FCM、层次聚类算法对比，通过对同一数据集进行三种不同的聚类算法进行聚类，进而得到不同聚类结果，对结果进行核对和比较，总结三种算法的优势和劣势，在实际应用中应使用何种算法到达最优。EM算法为本文主要研究算法，讨论其产生意义和算法步骤及实现，并实现算法实际应用。
论文的组织
本文所讲的内容主要是数据挖掘聚类算法中的EM算法和聚类系统的介绍。
第一章：绪论，简要介绍了本文的研究背景和数据挖掘研究现状及发展、主要研究内容，总结研究意义，介绍本文的主要工作。
第二章：聚类理论及算法，主要介绍常用的几种聚类算法，着重介绍小组其他成员研究的算法（FCM聚类算法、层次聚类算法），介绍聚类算法的一些实际应用。
第三章：EM算法思想与实现，阐述EM算法中心思想，介绍算法应用，提出改进方向。介绍EM算法的实际应用例子，表述EM算法在实际中的如何使用。
第四章：聚类系统简介，通过Java程序调用Weka中的算法实现对实际用例（乳腺癌病例数据）进行三个算法的聚类结果对比，对结果分析后，比较在实际问题中三个算法不同的优缺点和各自适合的数据集，并对主要影响复发的因素进行分析。
第五章：结论与展望。总结全文构思，对EM算法进行最后总结及改进理想，对聚类系统做出结论，总结其优缺点并针对其缺点确定改进方向，针对开发工具Weka对聚类系统进行一些大胆的改进想法。

论文大小：48.06MB
论文格式：word+pdf+java+txt
论文专业：计算机科学与技术
论文编号：207741
论文文件预览：
共199文件夹，2221个文件，文件总大小：48.06MB，打包后大小：20.25MB

• 毕业设计-数据挖掘聚类理论与方法的研究—EM聚类算法的研究
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• EM算法完整
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• attributeSelection
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• evaluation
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• Prediction.java  [1.80KB]
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• TwoClassStats.java  [6.67KB]
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• neural
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• SigmoidUnit.java  [3.68KB]
• pace
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• MixtureDistribution.java  [8.91KB]
• NormalMixture.java  [12.45KB]
• PaceMatrix.java  [35.35KB]
• GaussianProcesses.java  [22.89KB]
• IsotonicRegression.java  [9.47KB]
• LeastMedSq.java  [18.42KB]
• LibLINEAR.java  [34.78KB]
• LibSVM.java  [46.46KB]
• LinearRegression.java  [26.36KB]
• Logistic.java  [27.39KB]
• MultilayerPerceptron.java  [80.45KB]
• PaceRegression.java  [24.85KB]
• PLSClassifier.java  [9.94KB]
• RBFNetwork.java  [15.66KB]
• SimpleLinearRegression.java  [7.93KB]
• SimpleLogistic.java  [24.15KB]
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• SMOreg.java  [24.28KB]
• SPegasos.java  [20.36KB]
• VotedPerceptron.java  [15.93KB]
• Winnow.java  [22.81KB]
• lazy
• kstar
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• KStarConstants.java  [1.92KB]
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• meta
• nestedDichotomies
• ClassBalancedND.java  [15.90KB]
• DataNearBalancedND.java  [17.79KB]
• ND.java  [17.40KB]
• AdaBoostM1.java  [23.27KB]
• AdditiveRegression.java  [15.40KB]
• AttributeSelectedClassifier.java  [19.96KB]
• Bagging.java  [18.42KB]
• ClassificationViaClustering.java  [14.15KB]
• ClassificationViaRegression.java  [8.13KB]
• CostSensitiveClassifier.java  [19.98KB]
• CVParameterSelection.java  [25.32KB]
• Dagging.java  [16.35KB]
• Decorate.java  [25.80KB]
• END.java  [10.78KB]
• FilteredClassifier.java  [13.06KB]
• Grading.java  [11.65KB]
• GridSearch.java  [95.80KB]
• LogitBoost.java  [33.56KB]
• MetaCost.java  [20.78KB]
• MultiBoostAB.java  [13.19KB]
• MultiClassClassifier.java  [28.30KB]
• MultiScheme.java  [13.19KB]
• OrdinalClassClassifier.java  [12.01KB]
• RacedIncrementalLogitBoost.java  [36.51KB]
• RandomCommittee.java  [6.60KB]
• RandomSubSpace.java  [15.71KB]
• RegressionByDiscretization.java  [16.43KB]
• RotationForest.java  [34.83KB]
• Stacking.java  [15.21KB]
• StackingC.java  [11.09KB]
• ThresholdSelector.java  [35.19KB]
• Vote.java  [19.92KB]
• mi
• supportVector
• MIPolyKernel.java  [4.95KB]
• MIRBFKernel.java  [5.93KB]
• CitationKNN.java  [33.26KB]
• MDD.java  [18.22KB]
• MIBoost.java  [20.36KB]
• MIDD.java  [18.69KB]
• MIEMDD.java  [22.82KB]
• MILR.java  [23.97KB]
• MINND.java  [32.55KB]
• MIOptimalBall.java  [17.88KB]
• MISMO.java  [62.27KB]
• MISVM.java  [23.57KB]
• MIWrapper.java  [16.33KB]
• SimpleMI.java  [15.09KB]
• rules
• part
• C45PruneableDecList.java  [5.35KB]
• ClassifierDecList.java  [10.65KB]
• MakeDecList.java  [8.10KB]
• PruneableDecList.java  [5.56KB]
• ConjunctiveRule.java  [51.44KB]
• DecisionTable.java  [39.27KB]
• DecisionTableHashKey.java  [4.91KB]
• DTNB.java  [28.03KB]
• JRip.java  [63.29KB]
• M5Rules.java  [5.34KB]
• NNge.java  [48.79KB]
• OneR.java  [20.93KB]
• PART.java  [18.94KB]
• Prism.java  [14.95KB]
• Ridor.java  [51.95KB]
• Rule.java  [2.54KB]
• RuleStats.java  [29.16KB]
• ZeroR.java  [7.47KB]
• misc
• HyperPipes.java  [11.41KB]
• SerializedClassifier.java  [8.81KB]
• VFI.java  [19.34KB]
• pmml
• consumer
• GeneralRegression.java  [51.71KB]
• NeuralNetwork.java  [30.89KB]
• PMMLClassifier.java  [6.32KB]
• Regression.java  [29.01KB]
• trees
• adtree
• PredictionNode.java  [5.13KB]
• ReferenceInstances.java  [2.23KB]
• Splitter.java  [3.74KB]
• TwoWayNominalSplit.java  [6.46KB]
• TwoWayNumericSplit.java  [6.25KB]
• j48
• BinC45ModelSelection.java  [5.62KB]
• BinC45Split.java  [13.25KB]
• C45ModelSelection.java  [5.79KB]
• C45PruneableClassifierTree.java  [9.42KB]
• C45PruneableClassifierTreeG.java  [39.46KB]
• C45Split.java  [13.52KB]
• ClassifierSplitModel.java  [7.33KB]
• ClassifierTree.java  [17.94KB]
• Distribution.java  [18.62KB]
• EntropyBasedSplitCrit.java  [2.52KB]
• EntropySplitCrit.java  [2.38KB]
• GainRatioSplitCrit.java  [3.19KB]
• GraftSplit.java  [15.64KB]
• InfoGainSplitCrit.java  [3.34KB]
• ModelSelection.java  [1.77KB]
• NBTreeClassifierTree.java  [7.13KB]
• NBTreeModelSelection.java  [5.60KB]
• NBTreeNoSplit.java  [5.82KB]
• NBTreeSplit.java  [11.59KB]
• NoSplit.java  [2.89KB]
• PruneableClassifierTree.java  [6.14KB]
• SplitCriterion.java  [2.36KB]
• Stats.java  [2.89KB]
• m5
• CorrelationSplitInfo.java  [6.46KB]
• Impurity.java  [6.13KB]
• M5Base.java  [17.23KB]
• PreConstructedLinearModel.java  [4.90KB]
• Rule.java  [14.58KB]
• RuleNode.java  [27.16KB]
• SplitEvaluate.java  [2.01KB]
• Values.java  [3.33KB]
• YongSplitInfo.java  [5.62KB]
• ft
• FTInnerNode.java  [9.79KB]
• FTLeavesNode.java  [8.72KB]
• FTNode.java  [10.09KB]
• FTtree.java  [21.15KB]
• lmt
• LMTNode.java  [29.21KB]
• LogisticBase.java  [32.88KB]
• ResidualModelSelection.java  [3.70KB]
• ResidualSplit.java  [8.31KB]
• ADTree.java  [50.05KB]
• BFTree.java  [83.25KB]
• DecisionStump.java  [23.67KB]
• FT.java  [23.63KB]
• Id3.java  [15.61KB]
• J48.java  [24.41KB]
• J48graft.java  [21.01KB]
• LADTree.java  [48.27KB]
• LMT.java  [24.49KB]
• M5P.java  [6.82KB]
• NBTree.java  [8.27KB]
• RandomForest.java  [13.76KB]
• RandomTree.java  [39.54KB]
• REPTree.java  [55.44KB]
• SimpleCart.java  [58.68KB]
• UserClassifier.java  [44.86KB]
• xml
• XMLClassifier.java  [1.88KB]
• BVDecompose.java  [19.75KB]
• BVDecomposeSegCVSub.java  [38.61KB]
• CheckClassifier.java  [71.39KB]
• CheckSource.java  [11.83KB]
• Classifier.java  [9.54KB]
• CostMatrix.java  [24.57KB]
• Evaluation.java  [119.81KB]
• IntervalEstimator.java  [1.81KB]
• IteratedSingleClassifierEnhancer.java  [4.33KB]
• IterativeClassifier.java  [2.00KB]
• MultipleClassifiersCombiner.java  [6.53KB]
• RandomizableClassifier.java  [3.69KB]
• RandomizableIteratedSingleClassifierEnhancer.java  [3.81KB]
• RandomizableMultipleClassifiersCombiner.java  [3.84KB]
• RandomizableSingleClassifierEnhancer.java  [3.78KB]
• SingleClassifierEnhancer.java  [6.07KB]
• Sourcable.java  [1.78KB]
• UpdateableClassifier.java  [1.35KB]
• clusterers
• forOPTICSAndDBScan
• Databases
• Database.java  [5.34KB]
• SequentialDatabase.java  [10.92KB]
• DataObjects
• DataObject.java  [4.04KB]
• EuclidianDataObject.java  [9.34KB]
• ManhattanDataObject.java  [9.33KB]
• Utils
• EpsilonRange_ListElement.java  [3.59KB]
• PriorityQueue.java  [5.04KB]
• PriorityQueueElement.java  [2.76KB]
• UpdateQueue.java  [6.32KB]
• UpdateQueueElement.java  [3.03KB]
• OPTICS_GUI
• Graphics
• Graph16.gif  [146.00B]
• Help16.gif  [661.00B]
• Information16.gif  [661.00B]
• Open16.gif  [228.00B]
• Parameters16.gif  [373.00B]
• Save16.gif  [206.00B]
• Table16.gif  [178.00B]
• GraphPanel.java  [12.14KB]
• OPTICS_Visualizer.java  [40.83KB]
• ResultVectorTableModel.java  [4.40KB]
• SERFileFilter.java  [3.23KB]
• SERObject.java  [5.21KB]
• AbstractClusterer.java  [6.63KB]
• AbstractDensityBasedClusterer.java  [4.56KB]
• CheckClusterer.java  [44.95KB]
• CLOPE.java  [15.24KB]
• Clusterer.java  [2.92KB]
• ClusterEvaluation.java  [40.30KB]
• Cobweb.java  [35.32KB]
• DBScan.java  [22.29KB]
• DensityBasedClusterer.java  [2.40KB]
• EM.java  [40.00KB]
• FarthestFirst.java  [16.77KB]
• FilteredClusterer.java  [10.51KB]
• HierarchicalClusterer.java  [37.86KB]
• MakeDensityBasedClusterer.java  [17.32KB]
• NumberOfClustersRequestable.java  [1.31KB]
• OPTICS.java  [31.56KB]
• RandomizableClusterer.java  [3.25KB]
• RandomizableDensityBasedClusterer.java  [3.29KB]
• RandomizableSingleClustererEnhancer.java  [3.28KB]
• sIB.java  [35.20KB]
• SimpleKMeans.java  [38.20KB]
• SingleClustererEnhancer.java  [5.68KB]
• UpdateableClusterer.java  [1.40KB]
• XMeans.java  [69.66KB]
• core
• converters
• AbstractFileLoader.java  [8.79KB]
• AbstractFileSaver.java  [13.94KB]
• AbstractLoader.java  [2.54KB]
• AbstractSaver.java  [7.62KB]
• ArffLoader.java  [32.92KB]
• ArffSaver.java  [10.62KB]
• BatchConverter.java  [1.07KB]
• C45Loader.java  [14.41KB]
• C45Saver.java  [16.27KB]
• ConverterUtils.java  [33.50KB]
• CSVLoader.java  [29.35KB]
• CSVSaver.java  [8.81KB]
• DatabaseConnection.java  [2.70KB]
• DatabaseConverter.java  [1.25KB]
• DatabaseLoader.java  [46.76KB]
• DatabaseSaver.java  [25.84KB]
• FileSourcedConverter.java  [2.17KB]
• IncrementalConverter.java  [1.08KB]
• LibSVMLoader.java  [10.28KB]
• LibSVMSaver.java  [9.95KB]
• Loader.java  [6.12KB]
• Saver.java  [5.52KB]
• SerializedInstancesLoader.java  [5.67KB]
• SerializedInstancesSaver.java  [4.49KB]
• SVMLightLoader.java  [12.12KB]
• SVMLightSaver.java  [10.34KB]
• TextDirectoryLoader.java  [14.69KB]
• URLSourcedLoader.java  [1.30KB]
• XRFFLoader.java  [7.89KB]
• XRFFSaver.java  [10.26KB]
• logging
• ConsoleLogger.java  [1.79KB]
• FileLogger.java  [3.79KB]
• Logger.java  [6.25KB]
• Logging.props  [778.00B]
• OutputLogger.java  [5.13KB]
• mathematicalexpression
• Parser.cup  [8.93KB]
• Parser.java  [55.31KB]
• Scanner.java  [19.65KB]
• Scanner.jflex  [3.23KB]
• sym.java  [1.57KB]
• matrix
• CholeskyDecomposition.java  [4.13KB]
• DoubleVector.java  [17.19KB]
• EigenvalueDecomposition.java  [23.69KB]
• ExponentialFormat.java  [2.93KB]
• FlexibleDecimalFormat.java  [5.81KB]
• FloatingPointFormat.java  [3.35KB]
• IntVector.java  [8.81KB]
• LinearRegression.java  [3.89KB]
• LUDecomposition.java  [6.65KB]
• Maths.java  [10.70KB]
• Matrix.java  [42.49KB]
• QRDecomposition.java  [6.11KB]
• SingularValueDecomposition.java  [15.32KB]
• neighboursearch
• balltrees
• BallNode.java  [11.34KB]
• BallSplitter.java  [5.06KB]
• BallTreeConstructor.java  [9.42KB]
• BottomUpConstructor.java  [12.62KB]
• MedianDistanceFromArbitraryPoint.java  [12.69KB]
• MedianOfWidestDimension.java  [12.70KB]
• MiddleOutConstructor.java  [39.41KB]
• PointsClosestToFurthestChildren.java  [8.88KB]
• TopDownConstructor.java  [12.26KB]
• kdtrees
• KDTreeNode.java  [5.18KB]
• KDTreeNodeSplitter.java  [7.76KB]
• KMeansInpiredMethod.java  [14.15KB]
• MedianOfWidestDimension.java  [8.03KB]
• MidPointOfWidestDimension.java  [6.97KB]
• SlidingMidPointOfWidestSide.java  [9.96KB]
• covertrees
• Stack.java  [4.46KB]
• BallTree.java  [21.92KB]
• CoverTree.java  [66.24KB]
• KDTree.java  [44.45KB]
• LinearNNSearch.java  [10.69KB]
• NearestNeighbourSearch.java  [25.10KB]
• PerformanceStats.java  [9.48KB]
• TreePerformanceStats.java  [9.65KB]
• pmml
• Apply.java  [7.06KB]
• BuiltInArithmetic.java  [4.42KB]
• BuiltInMath.java  [8.26KB]
• BuiltInString.java  [7.24KB]
• Constant.java  [5.03KB]
• DefineFunction.java  [8.17KB]
• DerivedFieldMetaInfo.java  [3.93KB]
• Discretize.java  [9.70KB]
• Expression.java  [8.62KB]
• FieldMetaInfo.java  [7.91KB]
• FieldRef.java  [5.14KB]
• Function.java  [9.52KB]
• MappingInfo.java  [12.00KB]
• MiningFieldMetaInfo.java  [10.24KB]
• MiningSchema.java  [15.12KB]
• NormContinuous.java  [8.71KB]
• NormDiscrete.java  [6.68KB]
• PMMLFactory.java  [18.80KB]
• PMMLModel.java  [2.05KB]
• PMMLUtils.java  [1.73KB]
• TargetMetaInfo.java  [10.78KB]
• TransformationDictionary.java  [6.51KB]
• stemmers
• IteratedLovinsStemmer.java  [3.22KB]
• LovinsStemmer.java  [29.50KB]
• NullStemmer.java  [2.31KB]
• SnowballStemmer.java  [12.70KB]
• Stemmer.java  [1.30KB]
• Stemming.java  [5.23KB]
• xml
• KOML.java  [8.15KB]
• MethodHandler.java  [5.59KB]
• PropertyHandler.java  [10.82KB]
• SerialUIDChanger.java  [7.49KB]
• XMLBasicSerialization.java  [16.83KB]
• XMLDocument.java  [18.21KB]
• XMLInstances.java  [25.91KB]
• XMLOptions.java  [11.61KB]
• XMLSerialization.java  [57.37KB]
• XMLSerializationMethodHandler.java  [8.25KB]
• XStream.java  [10.42KB]
• tokenizers
• AlphabeticTokenizer.java  [3.94KB]
• CharacterDelimitedTokenizer.java  [3.71KB]
• NGramTokenizer.java  [7.91KB]
• Tokenizer.java  [5.33KB]
• WordTokenizer.java  [3.13KB]
• AbstractStringDistanceFunction.java  [4.61KB]
• AdditionalMeasureProducer.java  [1.65KB]
• AlgVector.java  [10.15KB]
• AllJavadoc.java  [4.21KB]
• Attribute.java  [48.13KB]
• AttributeExpression.java  [15.27KB]
• AttributeLocator.java  [9.22KB]
• AttributeStats.java  [4.68KB]
• BinarySparseInstance.java  [19.59KB]
• Capabilities.java  [47.82KB]
• Capabilities.props  [825.00B]
• CapabilitiesHandler.java  [1.32KB]
• ChebyshevDistance.java  [4.51KB]
• Check.java  [6.15KB]
• CheckGOE.java  [9.05KB]
• CheckOptionHandler.java  [14.58KB]
• CheckScheme.java  [15.95KB]
• ClassDiscovery.java  [20.79KB]
• ClassloaderUtil.java  [2.90KB]
• ContingencyTables.java  [18.23KB]
• Copyable.java  [1.29KB]
• Copyright.java  [2.83KB]
• Copyright.props  [251.00B]
• Debug.java  [42.12KB]
• DistanceFunction.java  [5.53KB]
• Drawable.java  [1.61KB]
• EditDistance.java  [3.17KB]
• Environment.java  [5.66KB]
• EnvironmentHandler.java  [1.46KB]
• EuclideanDistance.java  [8.97KB]
• FastVector.java  [12.01KB]
• FindWithCapabilities.java  [28.21KB]
• GlobalInfoJavadoc.java  [3.63KB]
• Instance.java  [37.75KB]
• InstanceComparator.java  [6.12KB]
• Instances.java  [66.09KB]
• Javadoc.java  [14.62KB]
• Jython.java  [8.95KB]
• JythonObject.java  [1.01KB]
• JythonSerializableObject.java  [1.11KB]
• ListOptions.java  [4.62KB]
• ManhattanDistance.java  [4.50KB]
• Matchable.java  [1.28KB]
• MathematicalExpression.java  [4.38KB]
• Matrix.java  [15.07KB]
• Memory.java  [6.42KB]
• MultiInstanceCapabilitiesHandler.java  [1.54KB]
• NormalizableDistance.java  [23.49KB]
• NoSupportForMissingValuesException.java  [1.58KB]
• Optimization.java  [43.67KB]
• Option.java  [2.56KB]
• OptionHandler.java  [1.93KB]
• OptionHandlerJavadoc.java  [5.93KB]
• PropertyPath.java  [15.19KB]
• ProtectedProperties.java  [4.05KB]
• Queue.java  [8.70KB]
• Randomizable.java  [1.32KB]
• RandomVariates.java  [8.69KB]
• Range.java  [12.26KB]
• RelationalLocator.java  [7.35KB]
• RevisionHandler.java  [1.18KB]
• RevisionUtils.java  [4.15KB]
• SelectedTag.java  [4.18KB]
• SerializationHelper.java  [10.18KB]
• SerializedObject.java  [4.94KB]
• SingleIndex.java  [6.59KB]
• SparseInstance.java  [26.53KB]
• SpecialFunctions.java  [3.00KB]
• Statistics.java  [26.66KB]
• Stopwords.java  [17.77KB]
• StringLocator.java  [7.38KB]
• Summarizable.java  [1.26KB]
• SystemInfo.java  [4.11KB]
• Tag.java  [4.54KB]
• TechnicalInformation.java  [28.47KB]
• TechnicalInformationHandler.java  [1.53KB]
• TechnicalInformationHandlerJavadoc.java  [6.12KB]
• Tee.java  [13.05KB]
• TestInstances.java  [51.92KB]
• Trie.java  [20.52KB]
• UnassignedClassException.java  [1.57KB]
• UnassignedDatasetException.java  [1.56KB]
• Undoable.java  [1.63KB]
• UnsupportedAttributeTypeException.java  [1.60KB]
• UnsupportedClassTypeException.java  [1.57KB]
• Utils.java  [59.21KB]
• Version.java  [8.15KB]
• version.txt  [5.00B]
• WeightedInstancesHandler.java  [1.15KB]
• WekaException.java  [1.40KB]
• datagenerators
• classifiers
• classification
• Agrawal.java  [27.20KB]
• BayesNet.java  [15.79KB]
• LED24.java  [13.22KB]
• RandomRBF.java  [16.90KB]
• RDG1.java  [34.19KB]
• regression
• Expression.java  [11.54KB]
• MexicanHat.java  [16.44KB]
• clusterers
• BIRCHCluster.java  [41.81KB]
• SubspaceCluster.java  [28.16KB]
• SubspaceClusterDefinition.java  [24.42KB]
• ClassificationGenerator.java  [3.68KB]
• ClusterDefinition.java  [3.91KB]
• ClusterGenerator.java  [8.91KB]
• DataGenerator.java  [21.23KB]
• RegressionGenerator.java  [4.00KB]
• Test.java  [6.92KB]
• estimators
• CheckEstimator.java  [64.91KB]
• ConditionalEstimator.java  [2.70KB]
• DDConditionalEstimator.java  [4.43KB]
• DiscreteEstimator.java  [5.69KB]
• DKConditionalEstimator.java  [5.05KB]
• DNConditionalEstimator.java  [4.85KB]
• Estimator.java  [21.11KB]
• EstimatorUtils.java  [9.63KB]
• IncrementalEstimator.java  [1.25KB]
• KDConditionalEstimator.java  [4.49KB]
• KernelEstimator.java  [10.33KB]
• KKConditionalEstimator.java  [8.71KB]
• MahalanobisEstimator.java  [6.94KB]
• NDConditionalEstimator.java  [4.50KB]
• NNConditionalEstimator.java  [8.22KB]
• NormalEstimator.java  [6.31KB]
• PoissonEstimator.java  [4.36KB]
• experiment
• xml
• XMLExperiment.java  [11.02KB]
• AveragingResultProducer.java  [36.50KB]
• ClassifierSplitEvaluator.java  [34.56KB]
• Compute.java  [1.57KB]
• CostSensitiveClassifierSplitEvaluator.java  [18.32KB]
• CrossValidationResultProducer.java  [25.56KB]
• CSVResultListener.java  [9.71KB]
• DatabaseResultListener.java  [11.27KB]
• DatabaseResultProducer.java  [22.13KB]
• DatabaseUtils.java  [39.63KB]
• DatabaseUtils.props  [2.24KB]
• DatabaseUtils.props.hsql  [3.17KB]
• DatabaseUtils.props.msaccess  [3.87KB]
• DatabaseUtils.props.mssqlserver  [3.58KB]
• DatabaseUtils.props.mssqlserver2005  [3.64KB]
• DatabaseUtils.props.mysql  [4.18KB]
• DatabaseUtils.props.odbc  [1.54KB]
• DatabaseUtils.props.oracle  [2.74KB]
• DatabaseUtils.props.postgresql  [8.12KB]
• DatabaseUtils.props.sqlite3  [2.73KB]
• DensityBasedClustererSplitEvaluator.java  [18.79KB]
• Experiment.java  [34.46KB]
• InstanceQuery.java  [16.96KB]
• InstancesResultListener.java  [7.85KB]
• LearningRateResultProducer.java  [27.99KB]
• OutputZipper.java  [3.90KB]
• PairedCorrectedTTester.java  [11.01KB]
• PairedStats.java  [9.18KB]
• PairedStatsCorrected.java  [3.36KB]
• PairedTTester.java  [43.21KB]
• PropertyNode.java  [3.93KB]
• RandomSplitResultProducer.java  [27.52KB]
• RegressionSplitEvaluator.java  [22.55KB]
• RemoteEngine.java  [11.84KB]
• RemoteExperiment.java  [29.31KB]
• RemoteExperimentEvent.java  [1.96KB]
• RemoteExperimentListener.java  [1.26KB]
• RemoteExperimentSubTask.java  [3.76KB]
• ResultListener.java  [3.37KB]
• ResultMatrix.java  [39.54KB]
• ResultMatrixCSV.java  [7.42KB]
• ResultMatrixGnuPlot.java  [8.31KB]
• ResultMatrixHTML.java  [9.47KB]
• ResultMatrixLatex.java  [12.10KB]
• ResultMatrixPlainText.java  [11.90KB]
• ResultMatrixSignificance.java  [6.75KB]
• ResultProducer.java  [5.82KB]
• SplitEvaluator.java  [4.08KB]
• Stats.java  [5.56KB]
• Task.java  [1.37KB]
• TaskStatusInfo.java  [3.44KB]
• Tester.java  [8.22KB]
• filters
• unsupervised
• attribute
• AbstractTimeSeries.java  [13.95KB]
• Add.java  [16.04KB]
• AddCluster.java  [14.20KB]
• AddExpression.java  [11.64KB]
• AddID.java  [10.17KB]
• AddNoise.java  [17.99KB]
• AddValues.java  [11.82KB]
• Center.java  [10.57KB]
• ChangeDateFormat.java  [10.51KB]
• ClassAssigner.java  [7.50KB]
• ClusterMembership.java  [17.01KB]
• Copy.java  [11.63KB]
• Discretize.java  [30.16KB]
• FirstOrder.java  [11.22KB]
• InterquartileRange.java  [28.42KB]
• KernelFilter.java  [26.74KB]
• MakeIndicator.java  [12.72KB]
• MathExpression.java  [17.17KB]
• MergeTwoValues.java  [12.83KB]
• MultiInstanceToPropositional.java  [14.04KB]
• NominalToBinary.java  [15.62KB]
• NominalToString.java  [8.94KB]
• Normalize.java  [17.69KB]
• NumericCleaner.java  [21.88KB]
• NumericToBinary.java  [7.17KB]
• NumericToNominal.java  [12.46KB]
• NumericTransform.java  [12.88KB]
• Obfuscate.java  [5.29KB]
• PartitionedMultiFilter.java  [20.75KB]
• PKIDiscretize.java  [9.97KB]
• PotentialClassIgnorer.java  [5.37KB]
• PrincipalComponents.java  [25.64KB]
• PropositionalToMultiInstance.java  [13.35KB]
• RandomProjection.java  [26.69KB]
• RandomSubset.java  [10.17KB]
• RELAGGS.java  [17.40KB]
• Remove.java  [10.98KB]
• RemoveType.java  [12.00KB]
• RemoveUseless.java  [9.95KB]
• Reorder.java  [13.30KB]
• ReplaceMissingValues.java  [14.01KB]
• Standardize.java  [12.09KB]
• StringToNominal.java  [10.38KB]
• StringToWordVector.java  [53.05KB]
• SwapValues.java  [11.66KB]
• TimeSeriesDelta.java  [6.75KB]
• TimeSeriesTranslate.java  [6.69KB]
• Wavelet.java  [19.43KB]
• instance
• subsetbyexpression
• Parser.cup  [11.47KB]
• Parser.java  [60.00KB]
• Scanner.java  [21.75KB]
• Scanner.jflex  [4.20KB]
• sym.java  [1.67KB]
• NonSparseToSparse.java  [4.07KB]
• Normalize.java  [8.41KB]
• Randomize.java  [7.73KB]
• RemoveFolds.java  [12.02KB]
• RemoveFrequentValues.java  [19.46KB]
• RemoveMisclassified.java  [21.01KB]
• RemovePercentage.java  [8.79KB]
• RemoveRange.java  [8.85KB]
• RemoveWithValues.java  [20.71KB]
• Resample.java  [14.01KB]
• ReservoirSample.java  [10.31KB]
• SparseToNonSparse.java  [4.23KB]
• SubsetByExpression.java  [15.25KB]
• supervised
• attribute
• AddClassification.java  [22.00KB]
• AttributeSelection.java  [16.87KB]
• ClassOrder.java  [15.38KB]
• Discretize.java  [30.27KB]
• NominalToBinary.java  [20.46KB]
• PLSFilter.java  [31.85KB]
• instance
• Resample.java  [19.89KB]
• SMOTE.java  [21.36KB]
• SpreadSubsample.java  [17.63KB]
• StratifiedRemoveFolds.java  [12.02KB]
• AllFilter.java  [5.78KB]
• CheckSource.java  [13.13KB]
• Filter.java  [44.83KB]
• MultiFilter.java  [11.72KB]
• SimpleBatchFilter.java  [7.83KB]
• SimpleFilter.java  [5.89KB]
• SimpleStreamFilter.java  [9.55KB]
• Sourcable.java  [2.03KB]
• StreamableFilter.java  [1.12KB]
• SupervisedFilter.java  [1.12KB]
• UnsupervisedFilter.java  [1.12KB]
• gui
• beans
• icons
• AdaBoostM1.gif  [2.95KB]
• AdaBoostM1_animated.gif  [2.95KB]
• AdditiveRegression.gif  [2.96KB]
• AdditiveRegression_animated.gif  [2.96KB]
• ADTree.gif  [2.91KB]
• ADTree_animated.gif  [2.91KB]
• AODE.gif  [2.94KB]
• AODE_animated.gif  [2.94KB]
• ArffLoader.gif  [2.75KB]
• ArffLoader_animated.gif  [2.75KB]
• ArffSaver.gif  [2.68KB]
• ArffSaver_animated.gif  [2.68KB]
• AttributeSelectedClassifier.gif  [2.85KB]
• AttributeSelectedClassifier_animated.gif  [2.85KB]
• AttributeSummarizer.gif  [2.75KB]
• AttributeSummarizer_animated.gif  [2.75KB]
• Bagging.gif  [2.89KB]
• Bagging_animated.gif  [2.89KB]
• BayesNet.gif  [2.93KB]
• BayesNet_animated.gif  [2.93KB]
• C45Loader.gif  [2.77KB]
• C45Loader_animated.gif  [2.77KB]
• C45Saver.gif  [2.69KB]
• C45Saver_animated.gif  [2.69KB]
• ClassAssigner.gif  [2.60KB]
• ClassAssigner_animated.gif  [2.60KB]
• ClassBalancedND.gif  [2.98KB]
• ClassBalancedND_animated.gif  [2.98KB]
• ClassificationViaRegression.gif  [2.99KB]
• ClassificationViaRegression_animated.gif  [2.99KB]
• ClassifierPerformanceEvaluator.gif  [2.92KB]
• ClassifierPerformanceEvaluator_animated.gif  [2.92KB]
• ClassValuePicker.gif  [2.60KB]
• ClassValuePicker_animated.gif  [2.60KB]
• ClustererPerformanceEvaluator.gif  [2.92KB]
• ClustererPerformanceEvaluator_animated.gif  [2.92KB]
• Cobweb.gif  [2.62KB]
• Cobweb_animated.gif  [2.62KB]
• ComplementNaiveBayes.gif  [2.97KB]
• ComplementNaiveBayes_animated.gif  [2.97KB]
• ConjunctiveRule.gif  [2.93KB]
• ConjunctiveRule_animated.gif  [2.93KB]
• CostSensitiveClassifier.gif  [2.89KB]
• CostSensitiveClassifier_animated.gif  [2.89KB]
• CrossValidationFoldMaker.gif  [2.57KB]
• CrossValidationFoldMaker_animated.gif  [2.57KB]
• CSVLoader.gif  [2.77KB]
• CSVLoader_animated.gif  [2.77KB]
• CSVSaver.gif  [2.70KB]
• CSVSaver_animated.gif  [2.70KB]
• CVParameterSelection.gif  [2.96KB]
• CVParameterSelection_animated.gif  [2.96KB]
• Dagging.gif  [2.84KB]
• Dagging_animated.gif  [2.84KB]
• DatabaseLoader.gif  [2.76KB]
• DatabaseLoader_animated.gif  [2.76KB]
• DatabaseSaver.gif  [2.73KB]
• DatabaseSaver_animated.gif  [2.73KB]
• DataNearBalancedND.gif  [3.00KB]
• DataNearBalancedND_animated.gif  [3.00KB]
• DBScan.gif  [2.59KB]
• DBScan_animated.gif  [2.59KB]
• DecisionStump.gif  [2.96KB]
• DecisionStump_animated.gif  [2.96KB]
• DecisionTable.gif  [2.85KB]
• DecisionTable_animated.gif  [2.85KB]
• Decorate.gif  [2.94KB]
• Decorate_animated.gif  [2.94KB]
• DefaultAssociator.gif  [2.95KB]
• DefaultAssociator_animated.gif  [2.95KB]
• DefaultClassifier.gif  [3.06KB]
• DefaultClassifier_animated.gif  [3.06KB]
• DefaultClusterer.gif  [2.56KB]
• DefaultClusterer_animated.gif  [2.56KB]
• DefaultDataSink.gif  [2.68KB]
• DefaultDataSink_animated.gif  [2.68KB]
• DefaultDataSource.gif  [2.75KB]
• DefaultDataSource_animated.gif  [2.75KB]
• DefaultDataVisualizer.gif  [2.90KB]
• DefaultDataVisualizer_animated.gif  [2.90KB]
• DefaultEvaluator.gif  [2.92KB]
• DefaultEvaluator_animated.gif  [2.92KB]
• DefaultFilter.gif  [2.90KB]
• DefaultFilter_animated.gif  [2.90KB]
• DefaultGraph.gif  [2.85KB]
• DefaultGraph_animated.gif  [2.85KB]
• DefaultText.gif  [2.95KB]
• DefaultText_animated.gif  [2.95KB]
• DefaultTrainTest.gif  [2.59KB]
• DefaultTrainTest_animated.gif  [2.59KB]
• Default_bayesClassifier.gif  [2.95KB]
• Default_bayesClassifier_animated.gif  [2.95KB]
• Default_functionsClassifier.gif  [2.93KB]
• Default_functionsClassifier_animated.gif  [2.93KB]
• Default_lazyClassifier.gif  [2.96KB]
• Default_lazyClassifier_animated.gif  [2.96KB]
• Default_metaClassifier.gif  [2.93KB]
• Default_metaClassifier_animated.gif  [2.93KB]
• Default_miscClassifier.gif  [2.98KB]
• Default_miscClassifier_animated.gif  [2.98KB]
• Default_nestedDichotomiesClassifier.gif  [2.93KB]
• Default_nestedDichotomiesClassifier_animated.gif  [2.93KB]
• Default_rulesClassifier.gif  [2.87KB]
• Default_rulesClassifier_animated.gif  [2.87KB]
• Default_treeClassifier.gif  [2.90KB]
• Default_treeClassifier_animated.gif  [2.90KB]
• DiamondPlain.gif  [2.45KB]
• EM.gif  [2.58KB]
• EM_animated.gif  [2.58KB]
• END.gif  [2.98KB]
• END_animated.gif  [2.98KB]
• FarthestFirst.gif  [2.69KB]
• FarthestFirst_animated.gif  [2.69KB]
• FilteredClassifier.gif  [2.91KB]
• FilteredClassifier_animated.gif  [2.91KB]
• filters.supervised.attribute.AttributeSelection.gif  [2.88KB]
• filters.supervised.attribute.AttributeSelection_animated.gif  [2.88KB]
• filters.supervised.attribute.ClassOrder.gif  [2.92KB]
• filters.supervised.attribute.ClassOrder_animated.gif  [2.92KB]
• filters.supervised.attribute.Discretize.gif  [2.91KB]
• filters.supervised.attribute.Discretize_animated.gif  [2.91KB]
• filters.supervised.attribute.NominalToBinary.gif  [2.91KB]
• filters.supervised.attribute.NominalToBinary_animated.gif  [2.91KB]
• filters.supervised.instance.Resample.gif  [2.97KB]
• filters.supervised.instance.Resample_animated.gif  [2.97KB]
• filters.supervised.instance.SpreadSubsample.gif  [2.93KB]
• filters.supervised.instance.SpreadSubsample_animated.gif  [2.93KB]
• filters.supervised.instance.StratifiedRemoveFolds.gif  [2.85KB]
• filters.supervised.instance.StratifiedRemoveFolds_animated.gif  [2.85KB]
• filters.unsupervised.attribute.Add.gif  [2.92KB]
• filters.unsupervised.attribute.AddCluster.gif  [2.93KB]
• filters.unsupervised.attribute.AddCluster_animated.gif  [2.93KB]
• filters.unsupervised.attribute.AddExpression.gif  [2.96KB]
• filters.unsupervised.attribute.AddExpression_animated.gif  [2.96KB]
• filters.unsupervised.attribute.AddNoise.gif  [2.97KB]
• filters.unsupervised.attribute.AddNoise_animated.gif  [2.97KB]
• filters.unsupervised.attribute.Add_animated.gif  [2.92KB]
• filters.unsupervised.attribute.ClusterMembership.gif  [2.90KB]
• filters.unsupervised.attribute.ClusterMembership_animated.gif  [2.90KB]
• filters.unsupervised.attribute.Copy.gif  [2.88KB]
• filters.unsupervised.attribute.Copy_animated.gif  [2.88KB]
• filters.unsupervised.attribute.Discretize.gif  [2.95KB]
• filters.unsupervised.attribute.Discretize_animated.gif  [2.95KB]
• filters.unsupervised.attribute.FirstOrder.gif  [2.96KB]
• filters.unsupervised.attribute.FirstOrder_animated.gif  [2.96KB]
• filters.unsupervised.attribute.MakeIndicator.gif  [2.95KB]
• filters.unsupervised.attribute.MakeIndicator_animated.gif  [2.95KB]
• filters.unsupervised.attribute.MergeTwoValues.gif  [2.92KB]
• filters.unsupervised.attribute.MergeTwoValues_animated.gif  [2.92KB]
• filters.unsupervised.attribute.NominalToBinary.gif  [2.94KB]
• filters.unsupervised.attribute.NominalToBinary_animated.gif  [2.94KB]
• filters.unsupervised.attribute.Normalize.gif  [2.96KB]
• filters.unsupervised.attribute.Normalize_animated.gif  [2.96KB]
• filters.unsupervised.attribute.NumericToBinary.gif  [2.99KB]
• filters.unsupervised.attribute.NumericToBinary_animated.gif  [2.99KB]
• filters.unsupervised.attribute.NumericTransform.gif  [2.94KB]
• filters.unsupervised.attribute.NumericTransform_animated.gif  [2.94KB]
• filters.unsupervised.attribute.Obfuscate.gif  [2.92KB]
• filters.unsupervised.attribute.Obfuscate_animated.gif  [2.92KB]
• filters.unsupervised.attribute.PKIDiscretize.gif  [2.92KB]
• filters.unsupervised.attribute.PKIDiscretize_animated.gif  [2.92KB]
• filters.unsupervised.attribute.RandomProjection.gif  [2.92KB]
• filters.unsupervised.attribute.RandomProjection_animated.gif  [2.92KB]
• filters.unsupervised.attribute.Remove.gif  [2.93KB]
• filters.unsupervised.attribute.RemoveType.gif  [2.96KB]
• filters.unsupervised.attribute.RemoveType_animated.gif  [2.96KB]
• filters.unsupervised.attribute.RemoveUseless.gif  [2.92KB]
• filters.unsupervised.attribute.RemoveUseless_animated.gif  [2.92KB]
• filters.unsupervised.attribute.Remove_animated.gif  [2.93KB]
• filters.unsupervised.attribute.ReplaceMissingValues.gif  [2.95KB]
• filters.unsupervised.attribute.ReplaceMissingValues_animated.gif  [2.95KB]
• filters.unsupervised.attribute.Standardize.gif  [2.96KB]
• filters.unsupervised.attribute.Standardize_animated.gif  [2.96KB]
• filters.unsupervised.attribute.StringToNominal.gif  [2.98KB]
• filters.unsupervised.attribute.StringToNominal_animated.gif  [2.98KB]
• filters.unsupervised.attribute.StringToWordVector.gif  [2.95KB]
• filters.unsupervised.attribute.StringToWordVector_animated.gif  [2.95KB]
• filters.unsupervised.attribute.SwapValues.gif  [2.92KB]
• filters.unsupervised.attribute.SwapValues_animated.gif  [2.92KB]
• filters.unsupervised.attribute.TimeSeriesDelta.gif  [2.95KB]
• filters.unsupervised.attribute.TimeSeriesDelta_animated.gif  [2.95KB]
• filters.unsupervised.attribute.TimeSeriesTranslate.gif  [2.95KB]
• filters.unsupervised.attribute.TimeSeriesTranslate_animated.gif  [2.95KB]
• filters.unsupervised.instance.NonSparseToSparse.gif  [2.94KB]
• filters.unsupervised.instance.NonSparseToSparse_animated.gif  [2.94KB]
• filters.unsupervised.instance.Normalize.gif  [2.98KB]
• filters.unsupervised.instance.Normalize_animated.gif  [2.98KB]
• filters.unsupervised.instance.Randomize.gif  [2.91KB]
• filters.unsupervised.instance.Randomize_animated.gif  [2.91KB]
• filters.unsupervised.instance.RemoveFolds.gif  [2.90KB]
• filters.unsupervised.instance.RemoveFolds_animated.gif  [2.90KB]
• filters.unsupervised.instance.RemoveMisclassified.gif  [2.92KB]
• filters.unsupervised.instance.RemoveMisclassified_animated.gif  [2.92KB]
• filters.unsupervised.instance.RemovePercentage.gif  [2.94KB]
• filters.unsupervised.instance.RemovePercentage_animated.gif  [2.94KB]
• filters.unsupervised.instance.RemoveRange.gif  [2.94KB]
• filters.unsupervised.instance.RemoveRange_animated.gif  [2.94KB]
• filters.unsupervised.instance.RemoveWithValues.gif  [2.94KB]
• filters.unsupervised.instance.RemoveWithValues_animated.gif  [2.94KB]
• filters.unsupervised.instance.Resample.gif  [2.94KB]
• filters.unsupervised.instance.Resample_animated.gif  [2.94KB]
• filters.unsupervised.instance.SparseToNonSparse.gif  [2.94KB]
• filters.unsupervised.instance.SparseToNonSparse_animated.gif  [2.94KB]
• GaussianProcesses.gif  [2.95KB]
• GaussianProcesses_animated.gif  [2.95KB]
• Grading.gif  [2.88KB]
• Grading_animated.gif  [2.88KB]
• Help24.gif  [1.30KB]
• HNB.gif  [2.96KB]
• HNB_animated.gif  [2.96KB]
• IB1.gif  [2.92KB]
• IB1_animated.gif  [2.92KB]
• IBk.gif  [2.90KB]
• IBk_animated.gif  [2.90KB]
• ID3.gif  [2.93KB]
• ID3_animated.gif  [2.93KB]
• IncrementalClassifierEvaluator.gif  [2.97KB]
• IncrementalClassifierEvaluator_animated.gif  [2.97KB]
• InstanceStreamToBatchMaker.gif  [2.59KB]
• InstanceStreamToBatchMaker_animated.gif  [2.59KB]
• J48.gif  [2.94KB]
• J48_animated.gif  [2.94KB]
• JRip.gif  [2.92KB]
• JRip_animated.gif  [2.92KB]
• KStar.gif  [2.90KB]
• KStar_animated.gif  [2.90KB]
• LBR.gif  [2.95KB]
• LBR_animated.gif  [2.95KB]
• LeastMedSq.gif  [2.99KB]
• LeastMedSq_animated.gif  [2.99KB]
• LibSVM.gif  [2.96KB]
• LibSVM_animated.gif  [2.96KB]
• LinearRegression.gif  [2.99KB]
• LinearRegression_animated.gif  [2.99KB]
• LMT.gif  [2.94KB]
• LMT_animated.gif  [2.94KB]
• Logistic.gif  [2.96KB]
• Logistic_animated.gif  [2.96KB]
• LogitBoost.gif  [2.96KB]
• LogitBoost_animated.gif  [2.96KB]
• LWL.gif  [2.92KB]
• LWL_animated.gif  [2.92KB]
• M5P.gif  [2.94KB]
• M5P_animated.gif  [2.94KB]
• M5Rules.gif  [2.84KB]
• M5Rules_animated.gif  [2.84KB]
• MakeDensityBasedClusterer.gif  [2.64KB]
• MakeDensityBasedClusterer_animated.gif  [2.64KB]
• MetaCost.gif  [2.85KB]
• MetaCost_animated.gif  [2.85KB]
• ModelPerformanceChart.gif  [2.90KB]
• ModelPerformanceChart_animated.gif  [2.90KB]
• MultiBoostAB.gif  [2.88KB]
• MultiBoostAB_animated.gif  [2.88KB]
• MultiClassClassifier.gif  [2.94KB]
• MultiClassClassifier_animated.gif  [2.94KB]
• MultilayerPerceptron.gif  [2.96KB]
• MultilayerPerceptron_animated.gif  [2.96KB]
• MultiScheme.gif  [2.89KB]
• MultiScheme_animated.gif  [2.89KB]
• NaiveBayes.gif  [2.97KB]
• NaiveBayesMultinomial.gif  [2.96KB]
• NaiveBayesMultinomial_animated.gif  [2.96KB]
• NaiveBayesSimple.gif  [2.95KB]
• NaiveBayesSimple_animated.gif  [2.95KB]
• NaiveBayesUpdateable.gif  [2.94KB]
• NaiveBayesUpdateable_animated.gif  [2.94KB]
• NaiveBayes_animated.gif  [2.97KB]
• NBTree.gif  [2.93KB]
• NBTree_animated.gif  [2.93KB]
• New24.gif  [778.00B]
• NNge.gif  [2.92KB]
• NNge_animated.gif  [2.92KB]
• OneR.gif  [2.76KB]
• OneR_animated.gif  [2.76KB]
• Open24.gif  [462.00B]
• OPTICS.gif  [2.58KB]
• OPTICS_animated.gif  [2.58KB]
• OrdinalClassClassifier.gif  [2.94KB]
• OrdinalClassClassifier_animated.gif  [2.94KB]
• PaceRegression.gif  [3.02KB]
• PaceRegression_animated.gif  [3.02KB]
• PART.gif  [2.84KB]
• PART_animated.gif  [2.84KB]
• Pointer.gif  [143.00B]
• PredictionAppender.gif  [2.83KB]
• PredictionAppender_animated.gif  [2.83KB]
• Prism.gif  [2.79KB]
• Prism_animated.gif  [2.79KB]
• RacedIncrementalLogitBoost.gif  [2.92KB]
• RacedIncrementalLogitBoost_animated.gif  [2.92KB]
• RandomCommittee.gif  [2.97KB]
• RandomCommittee_animated.gif  [2.97KB]
• RandomForest.gif  [2.97KB]
• RandomForest_animated.gif  [2.97KB]
• RandomTree.gif  [2.91KB]
• RandomTree_animated.gif  [2.91KB]
• RBFNetwork.gif  [2.89KB]
• RBFNetwork_animated.gif  [2.89KB]
• RegressionByDiscretization.gif  [2.98KB]
• RegressionByDiscretization_animated.gif  [2.98KB]
• REPTree.gif  [2.93KB]
• REPTree_animated.gif  [2.93KB]
• Save24.gif  [266.00B]
• ScatterPlotMatrix.gif  [2.92KB]
• ScatterPlotMatrix_animated.gif  [2.92KB]
• SerializedInstancesLoader.gif  [2.74KB]
• SerializedInstancesLoader_animated.gif  [2.74KB]
• SerializedInstancesSaver.gif  [2.72KB]
• SerializedInstancesSaver_animated.gif  [2.72KB]
• SerializedModelSaver.gif  [2.72KB]
• SerializedModelSaver_animated.gif  [2.72KB]
• SimpleKMeans.gif  [2.65KB]
• SimpleKMeans_animated.gif  [2.65KB]
• SimpleLinearRegression.gif  [3.01KB]
• SimpleLinearRegression_animated.gif  [3.01KB]
• SimpleLogistic.gif  [3.00KB]
• SimpleLogistic_animated.gif  [3.00KB]
• SMO.gif  [3.01KB]
• SMOreg.gif  [2.98KB]
• SMOreg_animated.gif  [2.98KB]
• SMO_animated.gif  [3.01KB]
• splash.jpg  [27.82KB]
• Stacking.gif  [2.44KB]
• StackingC.gif  [2.84KB]
• StackingC_animated.gif  [2.84KB]
• Stacking_animated.gif  [2.44KB]
• Stop24.gif  [777.00B]
• StripChart.gif  [2.84KB]
• StripChart_animated.gif  [2.84KB]
• TestSetMaker.gif  [2.60KB]
• TestSetMaker_animated.gif  [2.60KB]
• ThresholdSelector.gif  [2.96KB]
• ThresholdSelector_animated.gif  [2.96KB]
• TrainingSetMaker.gif  [2.59KB]
• TrainingSetMaker_animated.gif  [2.59KB]
• TrainTestSplitMaker.gif  [2.59KB]
• TrainTestSplitMaker_animated.gif  [2.59KB]
• UserClassifier.gif  [2.87KB]
• UserClassifier_animated.gif  [2.87KB]
• Vote.gif  [2.83KB]
• VotedPerceptron.gif  [2.85KB]
• VotedPerceptron_animated.gif  [2.85KB]
• Vote_animated.gif  [2.83KB]
• Winnow.gif  [2.92KB]
• Winnow_animated.gif  [2.92KB]
• XMeans.gif  [2.56KB]
• XMeans_animated.gif  [2.56KB]
• ZeroR.gif  [2.91KB]
• ZeroR_animated.gif  [2.91KB]
• xml
• messages
• messages.properties  [2.10KB]
• messages_ja.properties  [3.08KB]
• Messages.java  [2.49KB]
• XMLBeans.java  [66.08KB]
• messages
• messages.properties  [59.06KB]
• messages_ja.properties  [84.09KB]
• AbstractDataSink.java  [5.34KB]
• AbstractDataSinkBeanInfo.java  [1.35KB]
• AbstractDataSource.java  [5.69KB]
• AbstractDataSourceBeanInfo.java  [1.81KB]
• AbstractEvaluator.java  [4.27KB]
• AbstractTestSetProducer.java  [4.97KB]
• AbstractTestSetProducerBeanInfo.java  [1.45KB]
• AbstractTrainAndTestSetProducer.java  [5.71KB]
• AbstractTrainAndTestSetProducerBeanInfo.java  [1.61KB]
• AbstractTrainingSetProducer.java  [4.99KB]
• AbstractTrainingSetProducerBeanInfo.java  [1.60KB]
• Associator.java  [17.27KB]
• AssociatorBeanInfo.java  [1.79KB]
• AssociatorCustomizer.java  [4.19KB]
• AttributeSummarizer.java  [9.20KB]
• AttributeSummarizerBeanInfo.java  [1.37KB]
• BatchClassifierEvent.java  [5.48KB]
• BatchClassifierListener.java  [1.31KB]
• BatchClustererEvent.java  [3.53KB]
• BatchClustererListener.java  [1.30KB]
• BeanCommon.java  [3.54KB]
• BeanConnection.java  [24.55KB]
• BeanInstance.java  [12.63KB]
• Beans.props  [2.54KB]
• BeanVisual.java  [11.89KB]
• ChartEvent.java  [3.59KB]
• ChartListener.java  [1.13KB]
• ClassAssigner.java  [18.80KB]
• ClassAssignerBeanInfo.java  [2.51KB]
• ClassAssignerCustomizer.java  [8.80KB]
• Classifier.java  [67.37KB]
• ClassifierBeanInfo.java  [2.07KB]
• ClassifierCustomizer.java  [8.44KB]
• ClassifierPerformanceEvaluator.java  [18.37KB]
• ClassifierPerformanceEvaluatorBeanInfo.java  [1.80KB]
• ClassValuePicker.java  [14.09KB]
• ClassValuePickerBeanInfo.java  [2.09KB]
• ClassValuePickerCustomizer.java  [9.15KB]
• Clusterer.java  [26.31KB]
• ClustererBeanInfo.java  [1.94KB]
• ClustererCustomizer.java  [4.00KB]
• ClustererPerformanceEvaluator.java  [10.91KB]
• ClustererPerformanceEvaluatorBeanInfo.java  [1.48KB]
• ConnectionNotificationConsumer.java  [2.15KB]
• CostBenefitAnalysis.java  [45.83KB]
• CostBenefitAnalysisBeanInfo.java  [578.00B]
• CrossValidationFoldMaker.java  [13.13KB]
• CrossValidationFoldMakerBeanInfo.java  [1.97KB]
• CrossValidationFoldMakerCustomizer.java  [2.59KB]
• CustomizerCloseRequester.java  [1.41KB]
• CustomizerClosingListener.java  [1.11KB]
• DataFormatListener.java  [1.36KB]
• DataSetEvent.java  [1.89KB]
• DataSink.java  [1.08KB]
• DataSource.java  [1.78KB]
• DataSourceListener.java  [1.18KB]
• DataVisualizer.java  [11.62KB]
• DataVisualizerBeanInfo.java  [1.62KB]
• EventConstraints.java  [1.40KB]
• Filter.java  [31.88KB]
• FilterBeanInfo.java  [2.17KB]
• FilterCustomizer.java  [4.23KB]
• FlowRunner.java  [15.57KB]
• GraphEvent.java  [2.16KB]
• GraphListener.java  [1.24KB]
• GraphViewer.java  [9.92KB]
• GraphViewerBeanInfo.java  [1.34KB]
• IncrementalClassifierEvaluator.java  [14.63KB]
• IncrementalClassifierEvaluatorBeanInfo.java  [2.66KB]
• IncrementalClassifierEvaluatorCustomizer.java  [2.62KB]
• IncrementalClassifierEvent.java  [3.87KB]
• IncrementalClassifierListener.java  [1.32KB]
• InstanceEvent.java  [3.34KB]
• InstanceListener.java  [1.25KB]
• InstanceStreamToBatchMaker.java  [8.16KB]
• InstanceStreamToBatchMakerBeanInfo.java  [1.56KB]
• KnowledgeFlow.java  [2.33KB]
• KnowledgeFlowApp.java  [114.66KB]
• Loader.java  [24.22KB]
• LoaderBeanInfo.java  [1.33KB]
• LoaderCustomizer.java  [12.77KB]
• LogPanel.java  [14.97KB]
• LogWriter.java  [1.28KB]
• Messages.java  [2.49KB]
• MetaBean.java  [19.64KB]
• ModelPerformanceChart.java  [10.58KB]
• ModelPerformanceChartBeanInfo.java  [1.33KB]
• PredictionAppender.java  [29.02KB]
• PredictionAppenderBeanInfo.java  [2.69KB]
• PredictionAppenderCustomizer.java  [2.54KB]
• README_KnowledgeFlow  [8.73KB]
• Saver.java  [22.53KB]
• SaverBeanInfo.java  [1.32KB]
• SaverCustomizer.java  [15.09KB]
• ScatterPlotMatrix.java  [5.07KB]
• ScatterPlotMatrixBeanInfo.java  [1.36KB]
• SerializedModelSaver.java  [21.41KB]
• SerializedModelSaverBeanInfo.java  [1.63KB]
• SerializedModelSaverCustomizer.java  [8.32KB]
• Startable.java  [1.55KB]
• StartUpListener.java  [1.10KB]
• StripChart.java  [24.24KB]
• StripChartBeanInfo.java  [2.11KB]
• StripChartCustomizer.java  [2.50KB]
• StructureProducer.java  [2.40KB]
• TestSetEvent.java  [4.07KB]
• TestSetListener.java  [1.24KB]
• TestSetMaker.java  [4.60KB]
• TestSetMakerBeanInfo.java  [1.15KB]
• TestSetProducer.java  [1.41KB]
• TextEvent.java  [1.95KB]
• TextListener.java  [1.26KB]
• TextViewer.java  [18.63KB]
• TextViewerBeanInfo.java  [1.59KB]
• ThresholdDataEvent.java  [2.10KB]
• ThresholdDataListener.java  [1.21KB]
• TrainingSetEvent.java  [4.14KB]
• TrainingSetListener.java  [1.27KB]
• TrainingSetMaker.java  [4.97KB]
• TrainingSetMakerBeanInfo.java  [1.12KB]
• TrainingSetProducer.java  [1.44KB]
• TrainTestSplitMaker.java  [10.96KB]
• TrainTestSplitMakerBeanInfo.java  [2.00KB]
• TrainTestSplitMakerCustomizer.java  [2.58KB]
• UserRequestAcceptor.java  [1.46KB]
• Visible.java  [1.41KB]
• VisualizableErrorEvent.java  [1.58KB]
• VisualizableErrorListener.java  [1.18KB]
• WekaWrapper.java  [1.55KB]
• arffviewer
• messages
• messages.properties  [7.29KB]
• messages_ja.properties  [8.33KB]
• ArffPanel.java  [31.24KB]
• ArffSortedTableModel.java  [9.79KB]
• ArffTable.java  [12.86KB]
• ArffTableCellRenderer.java  [6.03KB]
• ArffTableModel.java  [24.35KB]
• ArffViewer.java  [9.29KB]
• ArffViewerMainPanel.java  [32.62KB]
• Messages.java  [2.49KB]
• boundaryvisualizer
• messages
• messages.properties  [10.35KB]
• messages_ja.properties  [14.98KB]
• BoundaryPanel.java  [37.02KB]
• BoundaryPanelDistributed.java  [22.27KB]
• BoundaryVisualizer.java  [44.88KB]
• DataGenerator.java  [2.44KB]
• KDDataGenerator.java  [12.29KB]
• Messages.java  [2.50KB]
• RemoteBoundaryVisualizerSubTask.java  [11.15KB]
• RemoteResult.java  [2.88KB]
• experiment
• messages
• messages.properties  [20.57KB]
• messages_ja.properties  [27.04KB]
• AlgorithmListPanel.java  [22.07KB]
• DatasetListPanel.java  [14.76KB]
• DistributeExperimentPanel.java  [7.72KB]
• Experimenter.java  [6.29KB]
• Experimenter.props  [2.08KB]
• ExperimenterDefaults.java  [8.94KB]
• GeneratorPropertyIteratorPanel.java  [9.66KB]
• HostListPanel.java  [5.72KB]
• Messages.java  [2.49KB]
• OutputFormatDialog.java  [12.29KB]
• ResultsPanel.java  [48.44KB]
• RunNumberPanel.java  [5.46KB]
• RunPanel.java  [13.14KB]
• SetupModePanel.java  [4.88KB]
• SetupPanel.java  [23.81KB]
• SimpleSetupPanel.java  [46.02KB]
• explorer
• messages
• messages.properties  [53.06KB]
• messages_ja.properties  [73.02KB]
• AssociationsPanel.java  [21.89KB]
• AttributeSelectionPanel.java  [46.49KB]
• ClassifierPanel.java  [125.43KB]
• ClustererPanel.java  [66.71KB]
• DataGeneratorPanel.java  [5.43KB]
• Explorer.java  [13.06KB]
• Explorer.props  [5.63KB]
• ExplorerDefaults.java  [14.27KB]
• Messages.java  [2.49KB]
• PreprocessPanel.java  [54.32KB]
• VisualizePanel.java  [3.35KB]
• graphvisualizer
• icons
• extra.gif  [240.00B]
• preferences.gif  [145.00B]
• save.gif  [184.00B]
• zoomin.gif  [484.00B]
• zoomout.gif  [477.00B]
• messages
• messages.properties  [7.13KB]
• messages_ja.properties  [10.77KB]
• BIFFormatException.java  [1.34KB]
• BIFParser.java  [15.34KB]
• DotParser.java  [15.44KB]
• GraphConstants.java  [1.57KB]
• GraphEdge.java  [1.95KB]
• GraphNode.java  [2.44KB]
• GraphVisualizer.java  [52.14KB]
• HierarchicalBCEngine.java  [77.01KB]
• LayoutCompleteEvent.java  [1.44KB]
• LayoutCompleteEventListener.java  [1.30KB]
• LayoutEngine.java  [2.64KB]
• Messages.java  [2.50KB]
• images
• back.gif  [116.00B]
• copy.gif  [103.00B]
• empty.gif  [55.00B]
• empty_small.gif  [55.00B]
• error.gif  [230.00B]
• error_small.gif  [894.00B]
• find.gif  [97.00B]
• forward.gif  [117.00B]
• home.gif  [210.00B]
• information.gif  [225.00B]
• information_small.gif  [907.00B]
• objects.gif  [159.00B]
• open.gif  [112.00B]
• properties.gif  [127.00B]
• question.gif  [236.00B]
• question_small.gif  [896.00B]
• resize.gif  [860.00B]
• save.gif  [102.00B]
• sort.gif  [118.00B]
• undo.gif  [81.00B]
• weka_background.gif  [7.09KB]
• weka_splash.gif  [7.66KB]
• sql
• event
• messages
• messages.properties  [213.00B]
• messages_ja.properties  [213.00B]
• ConnectionEvent.java  [4.09KB]
• ConnectionListener.java  [1.32KB]
• HistoryChangedEvent.java  [2.39KB]
• HistoryChangedListener.java  [1.29KB]
• Messages.java  [2.49KB]
• QueryExecuteEvent.java  [4.03KB]
• QueryExecuteListener.java  [1.24KB]
• ResultChangedEvent.java  [3.15KB]
• ResultChangedListener.java  [1.33KB]
• messages
• messages.properties  [3.32KB]
• messages_ja.properties  [4.08KB]
• ConnectionPanel.java  [11.94KB]
• DbUtils.java  [1.88KB]
• InfoPanel.java  [5.47KB]
• InfoPanelCellRenderer.java  [2.43KB]
• Messages.java  [2.48KB]
• QueryPanel.java  [11.65KB]
• ResultPanel.java  [10.65KB]
• ResultSetHelper.java  [10.68KB]
• ResultSetTable.java  [3.81KB]
• ResultSetTableCellRenderer.java  [3.86KB]
• ResultSetTableModel.java  [6.42KB]
• SqlViewer.java  [19.74KB]
• SqlViewerDialog.java  [7.00KB]
• treevisualizer
• messages
• messages.properties  [14.79KB]
• messages_ja.properties  [18.18KB]
• Colors.java  [28.90KB]
• Edge.java  [4.84KB]
• Messages.java  [2.49KB]
• NamedColor.java  [1.45KB]
• Node.java  [12.89KB]
• NodePlace.java  [1.21KB]
• PlaceNode1.java  [3.69KB]
• PlaceNode2.java  [17.55KB]
• TreeBuild.java  [22.71KB]
• TreeDisplayEvent.java  [2.24KB]
• TreeDisplayListener.java  [1.45KB]
• TreeVisualizer.java  [77.60KB]
• TreeVisualizer.props  [908.00B]
• streams
• messages
• messages.properties  [5.52KB]
• messages_ja.properties  [7.42KB]
• InstanceCounter.java  [3.47KB]
• InstanceEvent.java  [1.90KB]
• InstanceJoiner.java  [9.66KB]
• InstanceListener.java  [1.15KB]
• InstanceLoader.java  [5.98KB]
• InstanceProducer.java  [1.30KB]
• InstanceSavePanel.java  [4.54KB]
• InstanceTable.java  [3.97KB]
• InstanceViewer.java  [3.94KB]
• Messages.java  [2.49KB]
• SerialInstanceListener.java  [1.16KB]
• hierarchyvisualizer
• messages
• messages.properties  [204.00B]
• messages_ja.properties  [334.00B]
• HierarchyVisualizer.java  [11.89KB]
• Messages.java  [2.50KB]
• visualize
• messages
• messages.properties  [16.81KB]
• messages_ja.properties  [22.44KB]
• plugins
• ErrorVisualizePlugin.java  [2.61KB]
• GraphVisualizePlugin.java  [2.36KB]
• TreeVisualizePlugin.java  [2.38KB]
• VisualizePlugin.java  [2.37KB]
• AttributePanel.java  [18.54KB]
• AttributePanelEvent.java  [1.63KB]
• AttributePanelListener.java  [1.26KB]
• BMPWriter.java  [4.59KB]
• ClassPanel.java  [19.69KB]
• JComponentWriter.java  [9.30KB]
• JPEGWriter.java  [6.37KB]
• LegendPanel.java  [8.77KB]
• MatrixPanel.java  [38.67KB]
• Messages.java  [2.49KB]
• Plot2D.java  [45.37KB]
• Plot2DCompanion.java  [1.29KB]
• PlotData2D.java  [12.74KB]
• PNGWriter.java  [4.59KB]
• PostscriptGraphics.java  [27.83KB]
• PostscriptWriter.java  [4.47KB]
• PrintableComponent.java  [20.88KB]
• PrintableHandler.java  [2.41KB]
• PrintablePanel.java  [3.29KB]
• ThresholdVisualizePanel.java  [10.46KB]
• Visualize.props  [1.96KB]
• VisualizePanel.java  [80.38KB]
• VisualizePanelEvent.java  [3.04KB]
• VisualizePanelListener.java  [1.36KB]
• VisualizeUtils.java  [5.04KB]
• messages
• messages.properties  [44.00KB]
• messages_ja.properties  [62.61KB]
• AttributeListPanel.java  [6.44KB]
• AttributeSelectionPanel.java  [15.47KB]
• AttributeSummaryPanel.java  [14.81KB]
• AttributeVisualizationPanel.java  [66.67KB]
• BrowserHelper.java  [3.40KB]
• CheckBoxList.java  [18.06KB]
• ComponentHelper.java  [5.50KB]
• ConverterFileChooser.java  [20.12KB]
• CostMatrixEditor.java  [15.80KB]
• CustomPanelSupplier.java  [1.36KB]
• DatabaseConnectionDialog.java  [8.41KB]
• ExtensionFileFilter.java  [3.50KB]
• FileEditor.java  [3.88KB]
• GenericArrayEditor.java  [20.03KB]
• GenericObjectEditor.java  [53.48KB]
• GenericObjectEditor.props  [21.16KB]
• GenericPropertiesCreator.excludes  [1.15KB]
• GenericPropertiesCreator.java  [18.29KB]
• GenericPropertiesCreator.props  [5.46KB]
• GUIChooser.java  [52.28KB]
• GUIEditors.props  [2.84KB]
• HierarchyPropertyParser.java  [20.06KB]
• InstancesSummaryPanel.java  [6.40KB]
• JListHelper.java  [4.95KB]
• JTableHelper.java  [7.88KB]
• ListSelectorDialog.java  [7.64KB]
• Loader.java  [3.23KB]
• Logger.java  [1.62KB]
• LogPanel.java  [11.82KB]
• LogWindow.java  [14.41KB]
• LookAndFeel.java  [4.76KB]
• LookAndFeel.props  [401.00B]
• Main.java  [59.66KB]
• MainMenuExtension.java  [2.46KB]
• MemoryUsage.props  [1.04KB]
• MemoryUsagePanel.java  [11.28KB]
• Messages.java  [2.48KB]
• PropertyDialog.java  [6.07KB]
• PropertyPanel.java  [8.41KB]
• PropertySelectorDialog.java  [8.78KB]
• PropertySheetPanel.java  [28.66KB]
• PropertyText.java  [2.64KB]
• PropertyValueSelector.java  [1.95KB]
• ResultHistoryPanel.java  [14.06KB]
• SaveBuffer.java  [6.44KB]
• SelectedTagEditor.java  [4.37KB]
• SetInstancesPanel.java  [13.50KB]
• SimpleCLI.java  [2.38KB]
• SimpleCLI.props  [211.00B]
• SimpleCLIPanel.java  [31.30KB]
• SimpleDateFormatEditor.java  [8.35KB]
• SortedTableModel.java  [11.95KB]
• SplashWindow.java  [7.88KB]
• SysErrLog.java  [1.98KB]
• TaskLogger.java  [1.22KB]
• ViewerDialog.java  [5.27KB]
• weka3.gif  [29.70KB]
• WekaTaskMonitor.java  [5.01KB]
• weka_animated.gif  [2.32KB]
• weka_icon.gif  [1.58KB]
• weka_icon.jpg  [1.33KB]
• weka_icon.png  [2.70KB]
• weka_icon_new.png  [59.33KB]
• weka_icon_new_48.png  [5.82KB]
• weka_stationary.gif  [1.47KB]
• test
• java
• weka
• attributeSelection
• AbstractAttributeSelectionTest.java  [26.93KB]
• AbstractEvaluatorTest.java  [2.75KB]
• AbstractSearchTest.java  [2.74KB]
• AllTests.java  [1.50KB]
• BestFirstTest.java  [1.59KB]
• CfsSubsetEvalTest.java  [1.60KB]
• ChiSquaredAttributeEvalTest.java  [1.66KB]
• ClassifierSubsetEvalTest.java  [1.76KB]
• ConsistencySubsetEvalTest.java  [1.66KB]
• CostSensitiveAttributeEvalTest.java  [2.54KB]
• CostSensitiveSubsetEvalTest.java  [2.53KB]
• ExhaustiveSearchTest.java  [1.63KB]
• FilteredAttributeEvalTest.java  [1.65KB]
• FilteredSubsetEvalTest.java  [1.64KB]
• GainRatioAttributeEvalTest.java  [1.65KB]
• GeneticSearchTest.java  [1.61KB]
• GreedyStepwiseTest.java  [1.62KB]
• InfoGainAttributeEvalTest.java  [1.65KB]
• LatentSemanticAnalysisTest.java  [1.63KB]
• LinearForwardSelectionTest.java  [1.65KB]
• OneRAttributeEvalTest.java  [1.62KB]
• PrincipalComponentsTest.java  [1.63KB]
• RaceSearchTest.java  [1.70KB]
• RandomSearchTest.java  [1.61KB]
• RankerTest.java  [1.58KB]
• RankSearchTest.java  [1.59KB]
• ReliefFAttributeEvalTest.java  [1.64KB]
• ScatterSearchV1Test.java  [1.62KB]
• SubsetSizeForwardSelectionTest.java  [1.67KB]
• SVMAttributeEvalTest.java  [1.62KB]
• SymmetricalUncertAttributeEvalTest.java  [1.70KB]
• WrapperSubsetEvalTest.java  [1.72KB]
• associations
• AbstractAssociatorTest.java  [27.15KB]
• AllTests.java  [1.28KB]
• AprioriTest.java  [1.54KB]
• FilteredAssociatorTest.java  [1.62KB]
• FPGrowthTest.java  [1.51KB]
• GeneralizedSequentialPatternsTest.java  [1.69KB]
• PredictiveAprioriTest.java  [2.28KB]
• TertiusTest.java  [2.18KB]
• classifiers
• bayes
• AODEsrTest.java  [1.50KB]
• AODETest.java  [1.52KB]
• BayesianLogisticRegressionTest.java  [1.61KB]
• BayesNetTest.java  [1.53KB]
• ComplementNaiveBayesTest.java  [1.92KB]
• DMNBtextTest.java  [1.54KB]
• HNBTest.java  [1.52KB]
• NaiveBayesMultinomialTest.java  [1.92KB]
• NaiveBayesMultinomialUpdateableTest.java  [1.99KB]
• NaiveBayesSimpleTest.java  [1.58KB]
• NaiveBayesTest.java  [1.54KB]
• NaiveBayesUpdateableTest.java  [1.61KB]
• WAODETest.java  [1.53KB]
• functions
• supportVector
• AbstractKernelTest.java  [26.40KB]
• AllTests.java  [1.48KB]
• NormalizedPolyKernelTest.java  [1.70KB]
• PolyKernelTest.java  [1.63KB]
• PrecomputedKernelMatrixKernelTest.java  [2.16KB]
• PukTest.java  [1.58KB]
• RBFKernelTest.java  [1.63KB]
• StringKernelTest.java  [1.65KB]
• GaussianProcessesTest.java  [1.63KB]
• IsotonicRegressionTest.java  [1.63KB]
• LeastMedSqTest.java  [1.55KB]
• LibLINEARTest.java  [1.56KB]
• LibSVMTest.java  [1.55KB]
• LinearRegressionTest.java  [1.59KB]
• LogisticTest.java  [1.54KB]
• MultilayerPerceptronTest.java  [1.60KB]
• PaceRegressionTest.java  [1.95KB]
• PLSClassifierTest.java  [2.81KB]
• RBFNetworkTest.java  [1.94KB]
• SimpleLinearRegressionTest.java  [1.66KB]
• SimpleLogisticTest.java  [1.60KB]
• SMOregTest.java  [1.52KB]
• SMOTest.java  [1.50KB]
• SPegasosTest.java  [1.60KB]
• VotedPerceptronTest.java  [1.58KB]
• WinnowTest.java  [1.52KB]
• meta
• nestedDichotomies
• ClassBalancedNDTest.java  [1.59KB]
• DataNearBalancedNDTest.java  [1.61KB]
• NDTest.java  [1.51KB]
• AdaBoostM1Test.java  [1.54KB]
• AdditiveRegressionTest.java  [1.59KB]
• AttributeSelectedClassifierTest.java  [2.28KB]
• BaggingTest.java  [1.52KB]
• ClassificationViaClusteringTest.java  [2.02KB]
• ClassificationViaRegressionTest.java  [1.66KB]
• CostSensitiveClassifierTest.java  [2.49KB]
• CVParameterSelectionTest.java  [1.61KB]
• DaggingTest.java  [1.89KB]
• DecorateTest.java  [1.63KB]
• ENDTest.java  [1.48KB]
• EnsembleSelectionTest.model.xml  [991.00B]
• FilteredClassifierTest.java  [1.59KB]
• GradingTest.java  [1.55KB]
• GridSearchTest.java  [2.81KB]
• LogitBoostTest.java  [1.54KB]
• MetaCostTest.java  [2.36KB]
• MultiBoostABTest.java  [1.58KB]
• MultiClassClassifierTest.java  [1.61KB]
• MultiSchemeTest.java  [1.55KB]
• OrdinalClassClassifierTest.java  [1.62KB]
• RacedIncrementalLogitBoostTest.java  [1.68KB]
• RandomCommitteeTest.java  [1.60KB]
• RandomSubSpaceTest.java  [1.59KB]
• RegressionByDiscretizationTest.java  [1.65KB]
• RotationForestTest.java  [1.57KB]
• StackingCTest.java  [1.56KB]
• StackingTest.java  [1.53KB]
• ThresholdSelectorDummyClassifier.java  [2.71KB]
• ThresholdSelectorTest.java  [8.68KB]
• VoteTest.java  [1.53KB]
• mi
• supportVector
• MIPolyKernelTest.java  [1.63KB]
• MIRBFKernelTest.java  [1.63KB]
• CitationKNNTest.java  [1.57KB]
• MDDTest.java  [1.52KB]
• MIBoostTest.java  [1.54KB]
• MIDDTest.java  [1.52KB]
• MIEMDDTest.java  [1.54KB]
• MILRTest.java  [1.52KB]
• MINNDTest.java  [1.53KB]
• MIOptimalBallTest.java  [1.58KB]
• MISMOTest.java  [1.53KB]
• MISVMTest.java  [1.64KB]
• MIWrapperTest.java  [1.56KB]
• SimpleMITest.java  [1.55KB]
• data
• ClassifierTest.arff  [864.00B]
• ClassifierTest.cost  [55.00B]
• test.matrix  [128.94KB]
• lazy
• IB1Test.java  [1.49KB]
• IBkTest.java  [1.49KB]
• KStarTest.java  [1.50KB]
• LBRTest.java  [1.52KB]
• LWLTest.java  [1.49KB]
• misc
• HyperPipesTest.java  [1.54KB]
• SerializedClassifierTest.java  [9.61KB]
• VFITest.java  [1.49KB]
• pmml
• consumer
• AbstractPMMLClassifierTest.java  [2.99KB]
• AllTests.java  [1.41KB]
• GeneralRegressionTest.java  [1.73KB]
• NeuralNetworkTest.java  [1.78KB]
• RegressionTest.java  [1.72KB]
• data
• ElNino_NN.xml  [6.40KB]
• ELNINO_REGRESSION_SIMPLE.xml  [2.38KB]
• Elnino_small.arff  [853.00B]
• heart-c.arff  [1.43KB]
• HEART_NOMREG.xml  [8.54KB]
• HEART_RBF.xml  [29.28KB]
• iris.arff  [568.00B]
• IRIS_MLP.xml  [5.33KB]
• linear_regression_model.xml  [14.51KB]
• polynomial_regression_model.xml  [21.31KB]
• rules
• ConjunctiveRuleTest.java  [1.58KB]
• DecisionTableTest.java  [1.56KB]
• DTNBTest.java  [1.52KB]
• JRipTest.java  [1.50KB]
• M5RulesTest.java  [1.52KB]
• NNgeTest.java  [1.53KB]
• OneRTest.java  [1.50KB]
• PARTTest.java  [1.50KB]
• PrismTest.java  [1.51KB]
• RidorTest.java  [1.51KB]
• ZeroRTest.java  [1.51KB]
• trees
• ADTreeTest.java  [1.51KB]
• BFTreeTest.java  [1.55KB]
• DecisionStumpTest.java  [1.56KB]
• FTTest.java  [1.46KB]
• Id3Test.java  [1.49KB]
• J48graftTest.java  [1.52KB]
• J48Test.java  [1.49KB]
• LADTreeTest.java  [1.53KB]
• LMTTest.java  [1.52KB]
• M5PTest.java  [1.49KB]
• NBTreeTest.java  [1.54KB]
• RandomForestTest.java  [1.58KB]
• RandomTreeTest.java  [1.57KB]
• REPTreeTest.java  [1.52KB]
• SimpleCartTest.java  [1.57KB]
• UserClassifierTest.java  [1.63KB]
• AbstractClassifierTest.java  [32.21KB]
• AllTests.java  [1.58KB]
• clusterers
• AbstractClustererTest.java  [18.48KB]
• AllTests.java  [1.29KB]
• CLOPETest.java  [1.53KB]
• CobwebTest.java  [1.52KB]
• DBScanTest.java  [1.52KB]
• EMTest.java  [1.49KB]
• FarthestFirstTest.java  [1.57KB]
• FilteredClustererTest.java  [1.60KB]
• HierarchicalClustererTest.java  [1.59KB]
• MakeDensityBasedClustererTest.java  [1.65KB]
• OPTICSTest.java  [1.57KB]
• sIBTest.java  [1.51KB]
• SimpleKMeansTest.java  [1.56KB]
• XMeansTest.java  [1.52KB]
• core
• converters
• AbstractConverterTest.java  [8.80KB]
• AbstractFileConverterTest.java  [10.14KB]
• AllTests.java  [1.76KB]
• ArffTest.java  [1.97KB]
• C45Test.java  [3.55KB]
• CSVTest.java  [3.20KB]
• LibSVMTest.java  [3.14KB]
• SerializedInstancesTest.java  [2.10KB]
• SVMLightTest.java  [3.16KB]
• XRFFTest.java  [1.97KB]
• neighboursearch
• AbstractNearestNeighbourSearchTest.java  [10.98KB]
• AllTests.java  [1.42KB]
• anneal.arff  [139.98KB]
• BallTreeTest.java  [1.51KB]
• CoverTreeTest.java  [1.52KB]
• KDTreeTest.java  [1.50KB]
• LinearNNSearchTest.java  [1.55KB]
• tokenizers
• AbstractTokenizerTest.java  [10.26KB]
• AllTests.java  [1.39KB]
• AlphabeticTokenizerTest.java  [2.39KB]
• NGramTokenizerTest.java  [2.55KB]
• WordTokenizerTest.java  [1.94KB]
• data
• InstancesTest.arff  [865.00B]
• AlgVectorTest.java  [4.91KB]
• AllTests.java  [2.08KB]
• InstancesTest.java  [6.15KB]
• MathematicalExpressionTest.java  [3.01KB]
• OptionHandlersTest.java  [7.13KB]
• RangeTest.java  [5.44KB]
• SingleIndexTest.java  [3.63KB]
• TrieTest.java  [6.07KB]
• UtilsTest.java  [5.29KB]
• datagenerators
• classifiers
• classification
• AgrawalTest.java  [1.61KB]
• BayesNetTest.java  [1.62KB]
• LED24Test.java  [1.60KB]
• RandomRBFTest.java  [1.63KB]
• RDG1Test.java  [1.59KB]
• regression
• ExpressionTest.java  [1.63KB]
• MexicanHatTest.java  [1.63KB]
• clusterers
• BIRCHClusterTest.java  [1.62KB]
• SubspaceClusterDefinitionTest.java  [1.73KB]
• SubspaceClusterTest.java  [1.64KB]
• AbstractClusterDefinitionTest.java  [3.37KB]
• AbstractDataGeneratorTest.java  [5.82KB]
• AllTests.java  [1.50KB]
• filters
• supervised
• attribute
• AddClassificationTest.java  [6.02KB]
• AttributeSelectionTest.java  [2.84KB]
• ClassOrderTest.java  [3.36KB]
• DiscretizeTest.java  [5.04KB]
• NominalToBinaryTest.java  [2.23KB]
• PLSFilterTest.java  [4.35KB]
• instance
• ResampleTest.java  [5.07KB]
• SMOTETest.java  [2.75KB]
• SpreadSubsampleTest.java  [3.47KB]
• StratifiedRemoveFoldsTest.java  [2.27KB]
• data
• FilterTest.arff  [1.11KB]
• unsupervised
• attribute
• AddClusterTest.java  [3.81KB]
• AddExpressionTest.java  [9.53KB]
• AddIDTest.java  [2.65KB]
• AddNoiseTest.java  [3.30KB]
• AddTest.java  [3.14KB]
• AddValuesTest.java  [5.39KB]
• CenterTest.java  [1.83KB]
• ChangeDateFormatTest.java  [4.34KB]
• ClassAssignerTest.java  [1.88KB]
• ClusterMembershipTest.java  [3.84KB]
• CopyTest.java  [3.46KB]
• DiscretizeTest.java  [5.24KB]
• FirstOrderTest.java  [3.81KB]
• InterquartileRangeTest.java  [7.24KB]
• KernelFilterTest.java  [3.39KB]
• MakeIndicatorTest.java  [5.30KB]
• MathExpressionTest.java  [11.85KB]
• MergeTwoValuesTest.java  [6.35KB]
• MultiInstanceToPropositionalTest.java  [4.08KB]
• NominalToBinaryTest.java  [1.96KB]
• NominalToStringTest.java  [4.54KB]
• NormalizeTest.java  [2.28KB]
• NumericCleanerTest.java  [2.30KB]
• NumericToBinaryTest.java  [2.62KB]
• NumericToNominalTest.java  [2.17KB]
• NumericTransformTest.java  [5.23KB]
• ObfuscateTest.java  [2.60KB]
• PartitionedMultiFilterTest.java  [5.12KB]
• PKIDiscretizeTest.java  [2.28KB]
• PrincipalComponentsTest.java  [3.78KB]
• PropositionalToMultiInstanceTest.java  [3.07KB]
• RandomProjectionTest.java  [3.25KB]
• RandomSubsetTest.java  [3.21KB]
• RELAGGSTest.java  [4.11KB]
• RemoveTest.java  [3.10KB]
• RemoveTypeTest.java  [3.00KB]
• RemoveUselessTest.java  [2.58KB]
• ReorderTest.java  [3.11KB]
• ReplaceMissingValuesTest.java  [2.77KB]
• StandardizeTest.java  [2.23KB]
• StringToNominalTest.java  [5.46KB]
• StringToWordVectorTest.java  [2.31KB]
• SwapValuesTest.java  [6.08KB]
• TimeSeriesDeltaTest.java  [3.23KB]
• TimeSeriesTranslateTest.java  [3.25KB]
• WaveletTest.java  [4.19KB]
• instance
• NonSparseToSparseTest.java  [2.15KB]
• NormalizeTest.java  [2.43KB]
• RandomizeTest.java  [2.14KB]
• RemoveFoldsTest.java  [2.02KB]
• RemoveFrequentValuesTest.java  [5.83KB]
• RemoveMisclassifiedTest.java  [3.44KB]
• RemovePercentageTest.java  [2.47KB]
• RemoveRangeTest.java  [2.02KB]
• RemoveWithValuesTest.java  [5.01KB]
• ResampleTest.java  [3.08KB]
• ReservoirSampleTest.java  [3.39KB]
• SparseToNonSparseTest.java  [2.17KB]
• SubsetByExpressionTest.java  [5.84KB]
• AbstractFilterTest.java  [25.85KB]
• AbstractTimeSeriesFilterTest.java  [5.36KB]
• AllFilterTest.java  [1.71KB]
• AllTests.java  [1.48KB]
• MultiFilterTest.java  [3.46KB]
• test
• Regression.java  [6.98KB]
• WekaTestSuite.java  [8.56KB]
• AllTests.java  [1.32KB]
• resources
• wekarefs
• weka
• attributeSelection
• BestFirstTest.ref  [1.43KB]
• CfsSubsetEvalTest.ref  [1.43KB]
• ChiSquaredAttributeEvalTest.ref  [301.00B]
• ClassifierSubsetEvalTest.ref  [476.00B]
• ConsistencySubsetEvalTest.ref  [314.00B]
• CostSensitiveAttributeEvalTest.ref  [583.00B]
• CostSensitiveSubsetEvalTest.ref  [605.00B]
• ExhaustiveSearchTest.ref  [1.23KB]
• FCBFSearchTest.ref  [447.00B]
• FilteredAttributeEvalTest.ref  [728.00B]
• FilteredSubsetEvalTest.ref  [819.00B]
• GainRatioAttributeEvalTest.ref  [303.00B]
• GeneticSearchTest.ref  [4.33KB]
• GreedyStepwiseTest.ref  [1.17KB]
• InfoGainAttributeEvalTest.ref  [306.00B]
• LatentSemanticAnalysisTest.ref  [6.30KB]
• LinearForwardSelectionTest.ref  [1.17KB]
• OneRAttributeEvalTest.ref  [451.00B]
• PrincipalComponentsTest.ref  [5.35KB]
• RaceSearchTest.ref  [527.00B]
• RandomSearchTest.ref  [1.32KB]
• RankerTest.ref  [306.00B]
• RankSearchTest.ref  [510.00B]
• ReliefFAttributeEvalTest.ref  [1.21KB]
• ScatterSearchV1Test.ref  [2.39KB]
• SubsetSizeForwardSelectionTest.ref  [1.17KB]
• SVMAttributeEvalTest.ref  [266.00B]
• SymmetricalUncertAttributeEvalTest.ref  [313.00B]
• SymmetricalUncertAttributeSetEvalTest.ref  [447.00B]
• WrapperSubsetEvalTest.ref  [483.00B]
• associations
• AprioriTest.ref  [1.86KB]
• FilteredAssociatorTest.ref  [2.32KB]
• FPGrowthTest.ref  [16.00B]
• GeneralizedSequentialPatternsTest.ref  [208.00B]
• HotSpotTest.ref  [255.00B]
• PredictiveAprioriTest.ref  [1.78KB]
• TertiusTest.ref  [1.35KB]
• classifiers
• bayes
• AODEsrTest.ref  [574.00B]
• AODETest.ref  [572.00B]
• BayesianLogisticRegressionTest.ref  [266.00B]
• BayesNetTest.ref  [585.00B]
• ComplementNaiveBayesTest.ref  [266.00B]
• DMNBtextTest.ref  [570.00B]
• HNBTest.ref  [576.00B]
• NaiveBayesMultinomialTest.ref  [566.00B]
• NaiveBayesMultinomialUpdateableTest.ref  [575.00B]
• NaiveBayesSimpleTest.ref  [455.00B]
• NaiveBayesTest.ref  [452.00B]
• NaiveBayesUpdateableTest.ref  [452.00B]
• WAODETest.ref  [576.00B]
• functions
• supportVector
• NormalizedPolyKernelTest.ref  [24.32KB]
• PolyKernelTest.ref  [26.23KB]
• PrecomputedKernelMatrixKernelTest.ref  [12.48KB]
• PukTest.ref  [16.29KB]
• RBFKernelTest.ref  [22.18KB]
• StringKernelTest.ref  [25.54KB]
• GaussianProcessesTest.ref  [772.00B]
• IsotonicRegressionTest.ref  [781.00B]
• LeastMedSqTest.ref  [778.00B]
• LibLINEARTest.ref  [266.00B]
• LinearRegressionTest.ref  [778.00B]
• LogisticTest.ref  [599.00B]
• MultilayerPerceptronTest.ref  [1.50KB]
• PaceRegressionTest.ref  [2.21KB]
• PLSClassifierTest.ref  [777.00B]
• RBFNetworkTest.ref  [2.62KB]
• SimpleLinearRegressionTest.ref  [781.00B]
• SimpleLogisticTest.ref  [576.00B]
• SMOregTest.ref  [776.00B]
• SMOTest.ref  [266.00B]
• SPegasosTest.ref  [266.00B]
• SVMregTest.ref  [776.00B]
• VotedPerceptronTest.ref  [266.00B]
• WinnowTest.ref  [266.00B]
• meta
• nestedDichotomies
• ClassBalancedNDTest.ref  [266.00B]
• DataNearBalancedNDTest.ref  [266.00B]
• NDTest.ref  [266.00B]
• AdaBoostM1Test.ref  [266.00B]
• AdditiveRegressionTest.ref  [776.00B]
• AttributeSelectedClassifierTest.ref  [266.00B]
• BaggingTest.ref  [1.02KB]
• ClassificationViaClusteringTest.ref  [1.24KB]
• ClassificationViaRegressionTest.ref  [596.00B]
• CostSensitiveClassifierTest.ref  [566.00B]
• CVParameterSelectionTest.ref  [1.04KB]
• DaggingTest.ref  [516.00B]
• DecorateTest.ref  [573.00B]
• ENDTest.ref  [266.00B]
• EnsembleSelectionTest.ref  [756.00B]
• FilteredClassifierTest.ref  [266.00B]
• GradingTest.ref  [266.00B]
• GridSearchTest.ref  [1.24KB]
• LogitBoostTest.ref  [596.00B]
• MetaCostTest.ref  [576.00B]
• MultiBoostABTest.ref  [266.00B]
• MultiClassClassifierTest.ref  [599.00B]
• MultiSchemeTest.ref  [1.04KB]
• OrdinalClassClassifierTest.ref  [266.00B]
• RacedIncrementalLogitBoostTest.ref  [566.00B]
• RandomCommitteeTest.ref  [266.00B]
• RandomSubSpaceTest.ref  [1.18KB]
• RegressionByDiscretizationTest.ref  [779.00B]
• RotationForestTest.ref  [266.00B]
• StackingCTest.ref  [546.00B]
• StackingTest.ref  [1.04KB]
• ThresholdSelectorTest.ref  [454.00B]
• VoteTest.ref  [1.04KB]
• mi
• supportVector
• MIPolyKernelTest.ref  [25.80KB]
• MIRBFKernelTest.ref  [22.22KB]
• CitationKNNTest.ref  [527.00B]
• MDDTest.ref  [568.00B]
• MIBoostTest.ref  [566.00B]
• MIDDTest.ref  [579.00B]
• MIEMDDTest.ref  [574.00B]
• MILRTest.ref  [556.00B]
• MINNDTest.ref  [266.00B]
• MIOptimalBallTest.ref  [266.00B]
• MISMOTest.ref  [266.00B]
• MISVMTest.ref  [266.00B]
• MIWrapperTest.ref  [566.00B]
• SimpleMITest.ref  [266.00B]
• lazy
• IB1Test.ref  [266.00B]
• IBkTest.ref  [1.32KB]
• KStarTest.ref  [892.00B]
• LBRTest.ref  [572.00B]
• LWLTest.ref  [1.19KB]
• misc
• FLRTest.ref  [266.00B]
• HyperPipesTest.ref  [356.00B]
• MinMaxExtensionTest.ref  [266.00B]
• OLMTest.ref  [266.00B]
• OSDLTest.ref  [266.00B]
• SerializedClassifierTest.ref  [1.32KB]
• VFITest.ref  [580.00B]
• trees
• ADTreeTest.ref  [581.00B]
• BFTreeTest.ref  [266.00B]
• DecisionStumpTest.ref  [1.12KB]
• FTTest.ref  [266.00B]
• Id3Test.ref  [266.00B]
• J48graftTest.ref  [356.00B]
• J48Test.ref  [266.00B]
• LADTreeTest.ref  [594.00B]
• LMTTest.ref  [576.00B]
• M5PTest.ref  [781.00B]
• NBTreeTest.ref  [584.00B]
• RandomForestTest.ref  [266.00B]
• RandomTreeTest.ref  [266.00B]
• REPTreeTest.ref  [1.12KB]
• SimpleCartTest.ref  [266.00B]
• UserClassifierTest.ref  [1.04KB]
• rules
• ConjunctiveRuleTest.ref  [1.12KB]
• DecisionTableTest.ref  [1.14KB]
• DTNBTest.ref  [576.00B]
• JRipTest.ref  [266.00B]
• M5RulesTest.ref  [781.00B]
• NNgeTest.ref  [266.00B]
• OneRTest.ref  [266.00B]
• PARTTest.ref  [266.00B]
• PrismTest.ref  [266.00B]
• RidorTest.ref  [266.00B]
• ZeroRTest.ref  [1.04KB]
• pmml
• consumer
• GeneralRegressionTest.ref  [1.08KB]
• NeuralNetworkTest.ref  [1.84KB]
• RegressionTest.ref  [723.00B]
• clusterers
• CLOPETest.ref  [151.00B]
• CobwebTest.ref  [165.00B]
• DBScanTest.ref  [247.00B]
• EMTest.ref  [151.00B]
• FarthestFirstTest.ref  [151.00B]
• FilteredClustererTest.ref  [151.00B]
• HierarchicalClustererTest.ref  [151.00B]
• MakeDensityBasedClustererTest.ref  [151.00B]
• OPTICSTest.ref  [471.00B]
• sIBTest.ref  [151.00B]
• SimpleKMeansTest.ref  [151.00B]
• XMeansTest.ref  [151.00B]
• core
• neighboursearch
• BallTreeTest.ref  [960.14KB]
• CoverTreeTest.ref  [958.93KB]
• KDTreeTest.ref  [960.14KB]
• LinearNNSearchTest.ref  [960.14KB]
• tokenizers
• AlphabeticTokenizerTest.ref  [726.00B]
• NGramTokenizerTest.ref  [4.08KB]
• WordTokenizerTest.ref  [744.00B]
• filters
• unsupervised
• attribute
• AddClusterTest.ref  [699.00B]
• AddExpressionTest.ref  [1.03KB]
• AddIDTest.ref  [1.01KB]
• AddNoiseTest.ref  [239.00B]
• AddTest.ref  [1.00KB]
• AddValuesTest.ref  [974.00B]
• CenterTest.ref  [1.10KB]
• ChangeDateFormatTest.ref  [1.14KB]
• ClassAssignerTest.ref  [954.00B]
• ClusterMembershipTest.ref  [314.00B]
• CopyTest.ref  [1.24KB]
• DiscretizeTest.ref  [2.44KB]
• FirstOrderTest.ref  [886.00B]
• InterquartileRangeTest.ref  [1.16KB]
• KernelFilterTest.ref  [4.68KB]
• MakeIndicatorTest.ref  [957.00B]
• MathExpressionTest.ref  [1.05KB]
• MergeTwoValuesTest.ref  [993.00B]
• MultiInstanceToPropositionalTest.ref  [5.09KB]
• NominalToBinaryTest.ref  [1.30KB]
• NominalToStringTest.ref  [956.00B]
• NormalizeTest.ref  [1.11KB]
• NumericCleanerTest.ref  [1.12KB]
• NumericToBinaryTest.ref  [723.00B]
• NumericToNominalTest.ref  [1.13KB]
• NumericTransformTest.ref  [966.00B]
• ObfuscateTest.ref  [937.00B]
• PartitionedMultiFilterTest.ref  [794.00B]
• PKIDiscretizeTest.ref  [951.00B]
• PrincipalComponentsTest.ref  [2.06KB]
• PropositionalToMultiInstanceTest.ref  [4.20KB]
• RandomProjectionTest.ref  [2.50KB]
• RandomSubsetTest.ref  [213.00B]
• RELAGGSTest.ref  [15.85KB]
• RemoveTest.ref  [650.00B]
• RemoveTypeTest.ref  [699.00B]
• RemoveUselessTest.ref  [954.00B]
• ReorderTest.ref  [954.00B]
• ReplaceMissingValuesTest.ref  [959.00B]
• StandardizeTest.ref  [1.18KB]
• StringToNominalTest.ref  [1016.00B]
• StringToWordVectorTest.ref  [1.68KB]
• SwapValuesTest.ref  [961.00B]
• TimeSeriesDeltaTest.ref  [944.00B]
• TimeSeriesTranslateTest.ref  [951.00B]
• WaveletTest.ref  [1.03KB]
• instance
• NonSparseToSparseTest.ref  [1.13KB]
• NormalizeTest.ref  [872.00B]
• RandomizeTest.ref  [962.00B]
• RemoveFoldsTest.ref  [406.00B]
• RemoveFrequentValuesTest.ref  [813.00B]
• RemoveMisclassifiedTest.ref  [647.00B]
• RemovePercentageTest.ref  [624.00B]
• RemoveRangeTest.ref  [309.00B]
• RemoveWithValuesTest.ref  [324.00B]
• ResampleTest.ref  [627.00B]
• ReservoirSampleTest.ref  [957.00B]
• SparseToNonSparseTest.ref  [976.00B]
• SubsetByExpressionTest.ref  [704.00B]
• supervised
• attribute
• AddClassificationTest.ref  [726.00B]
• AttributeSelectionTest.ref  [765.00B]
• ClassOrderTest.ref  [953.00B]
• DiscretizeTest.ref  [1.13KB]
• NominalToBinaryTest.ref  [1.15KB]
• PLSFilterTest.ref  [1.34KB]
• instance
• ResampleTest.ref  [615.00B]
• SMOTETest.ref  [1.06KB]
• SpreadSubsampleTest.ref  [960.00B]
• StratifiedRemoveFoldsTest.ref  [398.00B]
• AllFilterTest.ref  [921.00B]
• MultiFilterTest.ref  [970.00B]
• build.xml  [19.36KB]
• parsers.xml  [3.31KB]
• pom.xml  [9.82KB]
• 项目
• src
• 数据挖掘聚类设计
• Cell.java  [852.00B]
• Chameleon.java  [10.35KB]
• Cluster.java  [764.00B]
• ClusterArithmeticAction.java  [7.80KB]
• ClusterConfig.java  [778.00B]
• DBScan.java  [22.33KB]
• FarthestFirst.java  [16.81KB]
• HierarchicalClusterer.java  [39.00KB]
• MyClusterByClique.java  [6.83KB]
• bin
• 数据挖掘聚类设计
• Cell.class  [1.20KB]
• Chameleon$1.class  [1.39KB]
• Chameleon.class  [8.28KB]
• Cluster.class  [1.06KB]
• ClusterArithmeticAction.class  [6.10KB]
• ClusterConfig.class  [985.00B]
• DBScan.class  [13.36KB]
• FarthestFirst.class  [10.79KB]
• HierarchicalClusterer$Node.class  [2.92KB]
• HierarchicalClusterer$Tuple.class  [888.00B]
• HierarchicalClusterer$TupleComparator.class  [1.27KB]
• HierarchicalClusterer.class  [23.06KB]
• MyClusterByClique.class  [6.92KB]
• .settings
• org.eclipse.jdt.core.prefs  [629.00B]
• .classpath  [423.00B]
• .project  [388.00B]
• EM聚类结果.txt  [450.00B]
• EM聚类结果_breast-cancer.txt  [858.00B]
• FCM聚类结果.txt  [450.00B]
• FCM聚类结果_breast-cancer.txt  [858.00B]
• UCI_标准数据库__iris数据集.txt  [4.74KB]
• UCI_标准数据库__iris数据集1.txt  [2.64KB]
• ~$聚类.doc  [162.00B]
• 层次聚类结果.txt  [450.00B]
• 层次聚类结果_breast-cancer.txt  [858.00B]
• 数据比较表.xls  [77.50KB]
• 权重矩阵.txt  [7.54KB]
• weka-src.jar  [6.40MB]
• weka.jar  [6.17MB]
• 数据挖掘聚类算法的研究与应用——EM算法的研究与应用.doc  [339.38KB]
• 1091000226-刘冬怡.doc  [604.00KB]
• 1091000226_中期检查表.pdf  [2.74KB]
• 1091000226_开题报告.pdf  [5.85KB]
• 1091000226_成绩单.pdf  [2.41KB]
• 1091000226_答辩记录单.pdf  [2.43KB]
• 1091000226_进度报告.pdf  [9.77KB]