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Working Set Selection Using Second Order Information for Training Support Vector Machines
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2005
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Artificial IntelligenceEngineeringMachine LearningFeature SelectionSmo-type DecompositSupport Vector MachineClassification MethodImage AnalysisData ScienceData MiningPattern RecognitionDecomposition MethodsSupport Vector MachinesMultiple Classifier SystemPredictive AnalyticsKnowledge DiscoveryComputer ScienceData ClassificationClassifier System
Working set selection is an important step in decomposition methods for training support vector machines (SVMs). This paper develops a new technique for working set selection in SMO-type decomposit...