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

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关键词: java class 数据挖掘 机器学习
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相关代码

				2001-07-06 11:34  rkirkby									* weka/gui/explorer/PreprocessPanel.java (stable-3-2-1.1): Added an					explanatory message when trying to use a filter that requires a					class attribute to be set.								2001-07-06 11:27  eibe									* weka/Makefile (stable-3-2-1.1): Made doc generation 1.1 compliant								2001-07-06 11:25  eibe									* weka/filters/StringToWordVectorFilter.java (stable-3-2-1.1):					Removed StringToWordVectorFilter								2001-07-06 11:22  rkirkby									* weka/classifiers/neural/NeuralNetwork.java (stable-3-2-1.1):					Added toString() method and other general improvements.								2001-07-06 11:21  rkirkby									* weka/classifiers/neural/NeuralNode.java (stable-3-2-1.1): General					improvements.								2001-07-06 11:14  rkirkby									* weka/classifiers/adtree/ADTree.java (stable-3-2-1.2): A few					documentation fixes.								2001-07-06 11:05  rkirkby									* weka/gui/treevisualizer/: Colors.java (stable-3-2-1.1),					Colors.java (1.4): Made m_cols public so others can use it.								2001-07-05 17:01  rkirkby									* weka/classifiers/adtree/ADTree.java (stable-3-2-1.1): Made random					function Java 1.1 compatible.								2001-07-04 15:22  rkirkby									* weka/core/Instances.java (stable-3-2-1.1): Added check for					unknown value in renameAttributeValue().								2001-07-04 15:16  rkirkby									* weka/core/Attribute.java (stable-3-2-1.3): More fixes to handling					of compressed strings & hashtable.								2001-07-04 10:55  rkirkby									* weka/core/Attribute.java (stable-3-2-1.2): Fixed compression of					long nominal labels.								2001-06-18 15:30  rkirkby									* weka/core/Attribute.java (stable-3-2-1.1): Restored behaviour of					indexOfValue() to return -1 if value is not found.								2001-05-24 14:14  rkirkby									* weka/classifiers/adtree/PredictionNode.java (stable-3-2-1.1):					Fixed a merging bug that caused to ordering of nodes to be					incorrect.								2001-05-22 17:34  eibe									* weka/filters/SplitDatasetFilter.java (stable-3-2-1.1): Selecting					instances with -R was broken.								2001-04-05 10:20  rkirkby									* weka/clusterers/EM.java (1.14): Improved error output for when an					instance has zero cluster memberships.								2001-04-03 16:10  rkirkby									* weka/gui/GenericObjectEditor.props (1.34): Added ADTree.								2001-04-03 16:09  rkirkby									* weka/Makefile (1.32): Added adtree package.								2001-04-03 16:09  rkirkby									* weka/classifiers/Makefile (1.23): Added adtree package +					IterativeClassifier interface.								2001-04-03 16:05  rkirkby									* weka/classifiers/adtree/: PredictionNode.java (1.1),					ReferenceInstances.java (1.1), Splitter.java (1.1),					TwoWayNominalSplit.java (1.1), TwoWayNumericSplit.java (1.1),					Makefile (1.1): Initial import								2001-04-03 16:01  rkirkby									* weka/classifiers/: IterativeClassifier.java (1.1),					adtree/ADTree.java (1.1): Initial import								2001-04-03 15:28  rkirkby									* weka/core/Instances.java (1.32): Made private member variables					protected.								2001-04-03 10:10  eibe									* weka/core/Attribute.java (1.19): Made indexOfValue throw a proper					Exception if value not found								2001-04-02 14:29  eibe									* weka/classifiers/Evaluation.java (1.42): Fixed kappa statistic so					that it works if there is just one class in the test data.								2001-03-30 10:45  rbk1									* weka/gui/explorer/ClassifierPanel.java (1.45): Added output in					the result buffer displaying the real time elapsed that it took to					build the full model.								2001-03-30 10:42  rbk1									* weka/experiment/RegressionSplitEvaluator.java (1.13): Added new					measures returning the time spent training and the time spent					testing the classifier.								2001-03-30 10:37  rbk1									* weka/experiment/ClassifierSplitEvaluator.java (1.14): Added new					measures returning the time spent training and the time spent					testing the classifier.								2001-03-30 10:35  rbk1									* weka/classifiers/Evaluation.java (1.41): Added output of the real					time elapsed that it took for the model to be trained, and for the					model to be tested on the training data.								2001-03-30 10:31  rbk1									* weka/classifiers/CostSensitiveClassifier.java (1.10): Allowed					classifiers to be graphed through the Drawable interface (if					possible).								2001-03-30 09:53  rbk1									* weka/classifiers/j48/J48.java (1.22): Minor documentation fix.								2001-03-29 12:02  mhall									* weka/attributeSelection/Makefile (1.14): Added ExhaustiveSearch					to the Makefile.								2001-03-28 17:31  mhall									* weka/clusterers/ClusterEvaluation.java (1.18): Wrapped all					FileReaders in BufferedReaders. Speeds up I/O. Thanks to Bernhard					Pfahringer for noticing and rectifying.								2001-03-27 15:11  rbk1									* weka/core/Utils.java (1.30): Made the stableSort method treat					Double.NaN as Double.MAX_VALUE								2001-03-26 17:19  mhall									* weka/experiment/InstanceQuery.java (1.11): Fixed bug that					prevented retreiveInstances from working properly with the odbc					driver for MS Access.								2001-03-23 16:10  mhall									* weka/gui/visualize/Plot2D.java (1.16): Fixed bug that caused some					lines to be drawn when visualizing classifier errors.								2001-03-20 10:32  rbk1									* weka/: classifiers/Evaluation.java (1.40),					clusterers/ClusterEvaluation.java (1.17): Extended -p option to					allow desired attribute values to be output along with the					predictions.								2001-03-16 11:11  eibe									* weka/filters/Makefile (1.19): Fixed makefile to process					AttributeExpressionFilter								2001-03-16 10:56  rbk1									* weka/clusterers/: EM.java (1.13), SimpleKMeans.java (1.6):					Options documentation fix.			

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