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LIBSVMsrc

Introduction - If you have any usage issues, please Google them yourself
a good LIBSVM JAVA source. They should study and improve SVM academics. Reference. From Data Mining Tool Kit Yale.
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src\license.txt
src\libsvm\COPYRIGHT
src\libsvm\svm.java
src\libsvm\svm_model.java
src\libsvm\svm_node.java
src\libsvm\svm_parameter.java
src\libsvm\svm_problem.java
src\libsvm
src\edu\udo\cs\yale\BreakpointListener.java
src\edu\udo\cs\yale\ConsoleInputHandler.java
src\edu\udo\cs\yale\Experiment.java
src\edu\udo\cs\yale\ExperimentListener.java
src\edu\udo\cs\yale\InputHandler.java
src\edu\udo\cs\yale\Main.java
src\edu\udo\cs\yale\ObjectVisualizer.java
src\edu\udo\cs\yale\package.html
src\edu\udo\cs\yale\Statistics.java
src\edu\udo\cs\yale\StatisticsListener.java
src\edu\udo\cs\yale\StatisticsRow.java
src\edu\udo\cs\yale\Version.java
src\edu\udo\cs\yale\Yale.java
src\edu\udo\cs\yale\tools\BugReport.java
src\edu\udo\cs\yale\tools\DatabaseHandler.java
src\edu\udo\cs\yale\tools\FormattedPrintStream.java
src\edu\udo\cs\yale\tools\GroupTree.java
src\edu\udo\cs\yale\tools\LogService.java
src\edu\udo\cs\yale\tools\Ontology.java
src\edu\udo\cs\yale\tools\OperatorDescription.java
src\edu\udo\cs\yale\tools\OperatorService.java
src\edu\udo\cs\yale\tools\OutputStreamMultiplier.java
src\edu\udo\cs\yale\tools\package.html
src\edu\udo\cs\yale\tools\ParameterService.java
src\edu\udo\cs\yale\tools\RandomGenerator.java
src\edu\udo\cs\yale\tools\ResultService.java
src\edu\udo\cs\yale\tools\StreamMultiplier.java
src\edu\udo\cs\yale\tools\TempFileService.java
src\edu\udo\cs\yale\tools\Tools.java
src\edu\udo\cs\yale\tools\WekaTools.java
src\edu\udo\cs\yale\tools\WriterMultiplier.java
src\edu\udo\cs\yale\tools\XMLException.java
src\edu\udo\cs\yale\tools\xml\package.html
src\edu\udo\cs\yale\tools\xml\XMLException.java
src\edu\udo\cs\yale\tools\xml
src\edu\udo\cs\yale\tools\plugin\Dependency.java
src\edu\udo\cs\yale\tools\plugin\package.html
src\edu\udo\cs\yale\tools\plugin\Plugin.java
src\edu\udo\cs\yale\tools\plugin
src\edu\udo\cs\yale\tools\op\OperatorDescription.java
src\edu\udo\cs\yale\tools\op\package.html
src\edu\udo\cs\yale\tools\op
src\edu\udo\cs\yale\tools\math\Averagable.java
src\edu\udo\cs\yale\tools\math\AverageVector.java
src\edu\udo\cs\yale\tools\math\BinaryPeakFinder.java
src\edu\udo\cs\yale\tools\math\Complex.java
src\edu\udo\cs\yale\tools\math\FastFourierTransform.java
src\edu\udo\cs\yale\tools\math\MathFunctions.java
src\edu\udo\cs\yale\tools\math\package.html
src\edu\udo\cs\yale\tools\math\Peak.java
src\edu\udo\cs\yale\tools\math\PeakFinder.java
src\edu\udo\cs\yale\tools\math\RunVector.java
src\edu\udo\cs\yale\tools\math\SimplePeakFinder.java
src\edu\udo\cs\yale\tools\math\SpectrumFilter.java
src\edu\udo\cs\yale\tools\math\WindowFunction.java
src\edu\udo\cs\yale\tools\math
src\edu\udo\cs\yale\tools\att\AttributeDataSource.java
src\edu\udo\cs\yale\tools\att\AttributeDataSources.java
src\edu\udo\cs\yale\tools\att\AttributeSet.java
src\edu\udo\cs\yale\tools\att\package.html
src\edu\udo\cs\yale\tools\att
src\edu\udo\cs\yale\tools
src\edu\udo\cs\yale\test\AllTests.java
src\edu\udo\cs\yale\test\ExampleGenerator.java
src\edu\udo\cs\yale\test\ExampleSetSampleTest.java
src\edu\udo\cs\yale\test\IOObjectSampleTest.java
src\edu\udo\cs\yale\test\package.html
src\edu\udo\cs\yale\test\PerformanceSampleTest.java
src\edu\udo\cs\yale\test\SampleTest.java
src\edu\udo\cs\yale\test\SimpleSampleTest.java
src\edu\udo\cs\yale\test\TestCase.java
src\edu\udo\cs\yale\test
src\edu\udo\cs\yale\operator\AttributeInformationGain.java
src\edu\udo\cs\yale\operator\CommandLineOperator.java
src\edu\udo\cs\yale\operator\ExampleSetGenerator.java
src\edu\udo\cs\yale\operator\ExampleSetIterator.java
src\edu\udo\cs\yale\operator\ExampleVisualizationOperator.java
src\edu\udo\cs\yale\operator\ExperimentLogOperator.java
src\edu\udo\cs\yale\operator\ExperimentOperator.java
src\edu\udo\cs\yale\operator\ExperimentStoppedException.java
src\edu\udo\cs\yale\operator\IllegalInputException.java
src\edu\udo\cs\yale\operator\IllegalNumberOfInnerOperatorsException.java
src\edu\udo\cs\yale\operator\IOContainer.java
src\edu\udo\cs\yale\operator\IODescription.java
src\edu\udo\cs\yale\operator\IOObject.java
src\edu\udo\cs\yale\operator\IteratingOperatorChain.java
src\edu\udo\cs\yale\operator\MissingIOObjectException.java
src\edu\udo\cs\yale\operator\Operator.java
src\edu\udo\cs\yale\operator\OperatorChain.java
src\edu\udo\cs\yale\operator\OperatorException.java
src\edu\udo\cs\yale\operator\package.html
src\edu\udo\cs\yale\operator\ParameterOptimizationOperator.java
src\edu\udo\cs\yale\operator\ParameterSet.java
src\edu\udo\cs\yale\operator\ParameterSetter.java
src\edu\udo\cs\yale\operator\PropertyNotDefinedException.java
src\edu\udo\cs\yale\operator\QuadraticParameterOptimizationOperator.java
src\edu\udo\cs\yale\operator\RandomOptimizationChain.java
src\edu\udo\cs\yale\operator\ResultObject.java
src\edu\udo\cs\yale\operator\ResultObjectAdapter.java
src\edu\udo\cs\yale\operator\Saveable.java
src\edu\udo\cs\yale\operator\SimpleOperatorChain.java
src\edu\udo\cs\yale\operator\SimpleResultObject.java
src\edu\udo\cs\yale\operator\TargetFunction.java
src\edu\udo\cs\yale\operator\Threshold.java
src\edu\udo\cs\yale\operator\ThresholdApplier.java
src\edu\udo\cs\yale\operator\ThresholdFinder.java
src\edu\udo\cs\yale\operator\UserError.java
src\edu\udo\cs\yale\operator\Value.java
src\edu\udo\cs\yale\operator\validation\BatchedValidationChain.java
src\edu\udo\cs\yale\operator\validation\FixedSplitValidationChain.java
src\edu\udo\cs\yale\operator\validation\LearningCurveOperator.java
src\edu\udo\cs\yale\operator\validation\MethodValidationChain.java
src\edu\udo\cs\yale\operator\validation\MethodXValidation.java
src\edu\udo\cs\yale\operator\validation\package.html
src\edu\udo\cs\yale\operator\validation\RandomSplitMethodValidationChain.java
src\edu\udo\cs\yale\operator\validation\RandomSplitValidationChain.java
src\edu\udo\cs\yale\operator\validation\ValidationChain.java
src\edu\udo\cs\yale\operator\validation\XValidation.java
src\edu\udo\cs\yale\operator\validation
src\edu\udo\cs\yale\operator\preprocessing\Attribute2RealValueMapping.java
src\edu\udo\cs\yale\operator\preprocessing\AttributeValueMapper.java
src\edu\udo\cs\yale\operator\preprocessing\Deobfuscator.java
src\edu\udo\cs\yale\operator\preprocessing\ExampleFilter.java
src\edu\udo\cs\yale\operator\preprocessing\FeatureFilter.java
src\edu\udo\cs\yale\operator\preprocessing\FeatureGenerationOperator.java
src\edu\udo\cs\yale\operator\preprocessing\FeatureTypeFilter.java
src\edu\udo\cs\yale\operator\preprocessing\FourierTransform.java
src\edu\udo\cs\yale\operator\preprocessing\IdTagging.java
src\edu\udo\cs\yale\operator\preprocessing\InfiniteValueReplenishment.java
src\edu\udo\cs\yale\operator\preprocessing\LegalNumberExampleFilter.java
src\edu\udo\cs\yale\operator\preprocessing\MissingValueReplenishment.java
src\edu\udo\cs\yale\operator\preprocessing\ModelBasedSampling.java
src\edu\udo\cs\yale\operator\preprocessing\NoiseOperator.java
src\edu\udo\cs\yale\operator\preprocessing\Normalization.java
src\edu\udo\cs\yale\operator\preprocessing\Obfuscator.java
src\edu\udo\cs\yale\operator\preprocessing\package.html
src\edu\udo\cs\yale\operator\preprocessing\RemoveUselessAttributes.java
src\edu\udo\cs\yale\operator\preprocessing\SimpleSampling.java
src\edu\udo\cs\yale\operator\preprocessing\ValueReplenishment.java
src\edu\udo\cs\yale\operator\preprocessing
src\edu\udo\cs\yale\operator\performance\AbsoluteError.java
src\edu\udo\cs\yale\operator\performance\BinaryClassificationPerformance.java
src\edu\udo\cs\yale\operator\performance\ConfusionMatrix.java
src\edu\udo\cs\yale\operator\performance\EstimatedPerformance.java
src\edu\udo\cs\yale\operator\performance\MDLCriterion.java
src\edu\udo\cs\yale\operator\performance\MeasuredPerformance.java
src\edu\udo\cs\yale\operator\performance\MultiClassificationPerformance.java
src\edu\udo\cs\yale\operator\performance\package.html
src\edu\udo\cs\yale\operator\performance\PerformanceComparator.java
src\edu\udo\cs\yale\operator\performance\PerformanceCriterion.java
src\edu\udo\cs\yale\operator\performance\PerformanceEvaluator.java
src\edu\udo\cs\yale\operator\performance\PerformanceVector.java
src\edu\udo\cs\yale\operator\performance\PredictionAverage.java
src\edu\udo\cs\yale\operator\performance\RelativeError.java
src\edu\udo\cs\yale\operator\performance\ScaledError.java
src\edu\udo\cs\yale\operator\performance\SimpleCriterion.java
src\edu\udo\cs\yale\operator\performance\SquaredError.java
src\edu\udo\cs\yale\operator\performance\test\ClassificationCriterionTest.java
src\edu\udo\cs\yale\operator\performance\test\CriterionTestCase.java
src\edu\udo\cs\yale\operator\performance\test\EstimatedCriterionTest.java
src\edu\udo\cs\yale\operator\performance\test\MeasuredCriterionTest.java
src\edu\udo\cs\yale\operator\performance\test\package.html
src\edu\udo\cs\yale\operator\performance\test
src\edu\udo\cs\yale\operator\performance
src\edu\udo\cs\yale\operator\parameter\package.html
src\edu\udo\cs\yale\operator\parameter\Parameters.java
src\edu\udo\cs\yale\operator\parameter\ParameterType.java
src\edu\udo\cs\yale\operator\parameter\ParameterTypeAttributeFile.java
src\edu\udo\cs\yale\operator\parameter\ParameterTypeBoolean.java
src\edu\udo\cs\yale\operator\parameter\ParameterTypeCategory.java
src\edu\udo\cs\yale\operator\parameter\ParameterTypeDirectory.java
src\edu\udo\cs\yale\operator\parameter\ParameterTypeDouble.java
src\edu\udo\cs\yale\operator\parameter\ParameterTypeFile.java
src\edu\udo\cs\yale\operator\parameter\ParameterTypeInt.java
src\edu\udo\cs\yale\operator\parameter\ParameterTypeList.java
src\edu\udo\cs\yale\operator\parameter\ParameterTypeNumber.java
src\edu\udo\cs\yale\operator\parameter\ParameterTypeParameterValue.java
src\edu\udo\cs\yale\operator\parameter\ParameterTypePassword.java
src\edu\udo\cs\yale\operator\parameter\ParameterTypeSingle.java
src\edu\udo\cs\yale\operator\parameter\ParameterTypeString.java
src\edu\udo\cs\yale\operator\parameter\ParameterTypeStringCategory.java
src\edu\udo\cs\yale\operator\parameter\ParameterTypeValue.java
src\edu\udo\cs\yale\operator\parameter
src\edu\udo\cs\yale\operator\learner\AbstractLearner.java
src\edu\udo\cs\yale\operator\learner\ConfidenceApplier.java
src\edu\udo\cs\yale\operator\learner\FileModel.java
src\edu\udo\cs\yale\operator\learner\IOModel.java
src\edu\udo\cs\yale\operator\learner\Learner.java
src\edu\udo\cs\yale\operator\learner\Model.java
src\edu\udo\cs\yale\operator\learner\ModelApplier.java
src\edu\udo\cs\yale\operator\learner\package.html
src\edu\udo\cs\yale\operator\learner\SerializableModel.java
src\edu\udo\cs\yale\operator\learner\SimpleModel.java
src\edu\udo\cs\yale\operator\learner\weka\package.html
src\edu\udo\cs\yale\operator\learner\weka\WekaAssociationLearner.java
src\edu\udo\cs\yale\operator\learner\weka\WekaClassifier.java
src\edu\udo\cs\yale\operator\learner\weka\WekaLearner.java
src\edu\udo\cs\yale\operator\learner\weka\WekaMetaLearner.java
src\edu\udo\cs\yale\operator\learner\weka
src\edu\udo\cs\yale\operator\learner\test\FileModelTest.java
src\edu\udo\cs\yale\operator\learner\test\ModelTestCase.java
src\edu\udo\cs\yale\operator\learner\test\package.html
src\edu\udo\cs\yale\operator\learner\test
src\edu\udo\cs\yale\operator\learner\nn\DecisionTrafo.java
src\edu\udo\cs\yale\operator\learner\nn\IdTrafo.java
src\edu\udo\cs\yale\operator\learner\nn\InputLayer.java
src\edu\udo\cs\yale\operator\learner\nn\Layer.java
src\edu\udo\cs\yale\operator\learner\nn\NeuralNet.java
src\edu\udo\cs\yale\operator\learner\nn\NNLearner.java
src\edu\udo\cs\yale\operator\learner\nn\package.html
src\edu\udo\cs\yale\operator\learner\nn\SigmoidTrafo.java
src\edu\udo\cs\yale\operator\learner\nn\Trafo.java
src\edu\udo\cs\yale\operator\learner\nn\WeightedLayer.java
src\edu\udo\cs\yale\operator\learner\nn
src\edu\udo\cs\yale\operator\learner\meta\BayBoostModel.java
src\edu\udo\cs\yale\operator\learner\meta\BayesianBoosting.java
src\edu\udo\cs\yale\operator\learner\meta\ClassificationByRegression.java
src\edu\udo\cs\yale\operator\learner\meta\MultiClassLearner.java
src\edu\udo\cs\yale\operator\learner\meta\MultiModel.java
src\edu\udo\cs\yale\operator\learner\meta\MultiModelByRegression.java
src\edu\udo\cs\yale\operator\learner\meta\package.html
src\edu\udo\cs\yale\operator\learner\meta\WeightedPerformanceMeasures.java
src\edu\udo\cs\yale\operator\learner\meta
src\edu\udo\cs\yale\operator\learner\lazy\AverageLearner.java
src\edu\udo\cs\yale\operator\learner\lazy\AverageModel.java
src\edu\udo\cs\yale\operator\learner\lazy\DefaultLearner.java
src\edu\udo\cs\yale\operator\learner\lazy\DefaultModel.java
src\edu\udo\cs\yale\operator\learner\lazy\package.html
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src\edu\udo\cs\yale\operator\learner\kernel\AbstractMySVMLearner.java
src\edu\udo\cs\yale\operator\learner\kernel\AbstractMySVMModel.java
src\edu\udo\cs\yale\operator\learner\kernel\JMySVMLearner.java
src\edu\udo\cs\yale\operator\learner\kernel\JMySVMModel.java
src\edu\udo\cs\yale\operator\learner\kernel\LibSVMLearner.java
src\edu\udo\cs\yale\operator\learner\kernel\LibSVMModel.java
src\edu\udo\cs\yale\operator\learner\kernel\MyKLRLearner.java
src\edu\udo\cs\yale\operator\learner\kernel\MyKLRModel.java
src\edu\udo\cs\yale\operator\learner\kernel\MySVMLearner.java
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src\edu\udo\cs\yale\operator\learner\kernel\package.html
src\edu\udo\cs\yale\operator\learner\kernel\SVMLightLearner.java
src\edu\udo\cs\yale\operator\learner\kernel\SVMLightModel.java
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src\edu\udo\cs\yale\operator\learner\decisiontree\AndPremise.java
src\edu\udo\cs\yale\operator\learner\decisiontree\C45Learner.java
src\edu\udo\cs\yale\operator\learner\decisiontree\DecisionTreeLearner.java
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src\edu\udo\cs\yale\operator\learner\decisiontree\y45\Y45.java
src\edu\udo\cs\yale\operator\learner\decisiontree\y45\j48\BinC45ModelSelection.java
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src\edu\udo\cs\yale\operator\learner\decisiontree\y45\j48\C45ModelSelection.java
src\edu\udo\cs\yale\operator\learner\decisiontree\y45\j48\C45PruneableClassifierTree.java
src\edu\udo\cs\yale\operator\learner\decisiontree\y45\j48\C45Split.java
src\edu\udo\cs\yale\operator\learner\decisiontree\y45\j48\ClassifierSplitModel.java
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src\edu\udo\cs\yale\operator\learner\decisiontree\y45\j48\GainRatioSplitCrit.java
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src\edu\udo\cs\yale\operator\learner\decisiontree\y45\j48\NBTreeModelSelection.java
src\edu\udo\cs\yale\operator\learner\decisiontree\y45\j48\NBTreeNoSplit.java
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src\edu\udo\cs\yale\operator\features\AttributeWeightSelection.java
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src\edu\udo\cs\yale\operator\features\weighting\SimpleWeighting.java
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src\edu\udo\cs\yale\gui\NewOperatorDialog.java
src\edu\udo\cs\yale\gui\NewOperatorMenu.java
src\edu\udo\cs\yale\gui\NumberCellEditor.java
src\edu\udo\cs\yale\gui\OperatorInfoScreen.java
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src\edu\udo\cs\yale\gui\OperatorPropertyTable.java
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src\edu\udo\cs\yale\gui\StatusBar.java
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src\edu\udo\cs\yale\generator\AbsoluteValueGenerator.java
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src\edu\udo\cs\yale\generator\BasicArithmeticOperationGenerator.java
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src\edu\udo\cs\yale\generator\MinMaxGenerator.java
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src\edu\udo\cs\yale\example\Attribute.java
src\edu\udo\cs\yale\example\AttributeCounter.java
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src\edu\udo\cs\yale\example\ExampleTable.java
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src\edu\udo\cs\yale\example\ListDataRowReader.java
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src\edu\udo\cs\yale\example\ResultSetDataRowReader.java
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src\edu\udo\cs\yale\example\SparseFormatDataRowReader.java
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src\edu\udo\cs\yale\example\SplittedExampleSet.java
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src\edu\udo\cs\yale\example\WeightingExampleReader.java
src\edu\udo\cs\yale\example\YaleIdMapping.java
src\edu\udo\cs\yale\example\test\DataRowTest.java
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src\edu\udo\cs\yale\example
src\edu\udo\cs\yale\doc\AbstractOperatorDocGenerator.java
src\edu\udo\cs\yale\doc\CiteTaglet.java
src\edu\udo\cs\yale\doc\CommentStripper.java
src\edu\udo\cs\yale\doc\DocumentationGenerator.java
src\edu\udo\cs\yale\doc\LatexOperatorDocGenerator.java
src\edu\udo\cs\yale\doc\MathTaglet.java
src\edu\udo\cs\yale\doc\OperatorDocGenerator.java
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src\edu\udo\cs\yale\doc\TexTaglet.java
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src\edu\udo\cs\mySVM\Util\Cache.java
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