Repository /Rseslib/rseslib-3.0.1.jar
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Description
Rseslib is a library of machine learning data structures and algorithms implemented in Java. The library is developed in the Group of Logic, Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Poland. Rseslib is covered by GNU General Public License.
See Rseslib homepage for more information.
Example classification algorithms from Rseslib that can be evaluated with ClassificationTT70 evaluation procedure:
- rseslib.processing.classification.bayes.NaiveBayesClassifier
- rseslib.processing.classification.neural.NeuronNetwork
- rseslib.processing.classification.parameterised.pca.LocalPcaClassifier
- rseslib.processing.classification.parameterised.pca.PcaClassifier
- rseslib.processing.classification.rules.AQ15Classifier
- rseslib.processing.classification.svm.SVM
- rseslib.processing.classification.tree.c45.C45
Classes contained in this JAR:
- rseslib.example.CrossValidationTester
- rseslib.example.RseslibClassifiers
- rseslib.example.RulesExample
- rseslib.example.TrainAndTest
- rseslib.processing.classification.AbstractClassifierWithDistributedDecision
- rseslib.processing.classification.Classifier
- rseslib.processing.classification.ClassifierFactory
- rseslib.processing.classification.ClassifierSet
- rseslib.processing.classification.ClassifierWithDistributedDecision
- rseslib.processing.classification.CrossValidationTest
- rseslib.processing.classification.MultipleCrossValidationTest
- rseslib.processing.classification.MultipleRandomSplitTest
- rseslib.processing.classification.MultipleTestResult
- rseslib.processing.classification.SingleClassifierTest
- rseslib.processing.classification.TestResult
- rseslib.processing.classification.VisualClassifier
- rseslib.processing.classification.bayes.NaiveBayesClassifier
- rseslib.processing.classification.meta.AdaBoost
- rseslib.processing.classification.meta.Bagging
- rseslib.processing.classification.neural.AddNodesDialog
- rseslib.processing.classification.neural.ColorChooser
- rseslib.processing.classification.neural.DoubleDataProvider
- rseslib.processing.classification.neural.DoubleDataTableMapping
- rseslib.processing.classification.neural.Global
- rseslib.processing.classification.neural.IDeviationCounter
- rseslib.processing.classification.neural.IDoubleFunction
- rseslib.processing.classification.neural.IInputProvider
- rseslib.processing.classification.neural.Layer
- rseslib.processing.classification.neural.Misc
- rseslib.processing.classification.neural.NeuronNetwork
- rseslib.processing.classification.neural.NeuronNetworkEngine
- rseslib.processing.classification.neural.PPair
- rseslib.processing.classification.neural.Perceptron
- rseslib.processing.classification.neural.PerceptronOutputContainerProvider
- rseslib.processing.classification.neural.ResultCombiner
- rseslib.processing.classification.neural.VNNPanel
- rseslib.processing.classification.neural.VisualNeuronNetwork
- rseslib.processing.classification.parameterised.AbstractParameterisedClassifier
- rseslib.processing.classification.parameterised.AbstractParameterisedMultiClassifier
- rseslib.processing.classification.parameterised.CrossValidationTestForParameterised
- rseslib.processing.classification.parameterised.MultipleCrossValidationTestForParameterised
- rseslib.processing.classification.parameterised.MultipleRandomSplitTestForParameterised
- rseslib.processing.classification.parameterised.ParameterisedClassifier
- rseslib.processing.classification.parameterised.ParameterisedMultiTestResult
- rseslib.processing.classification.parameterised.ParameterisedTestResult
- rseslib.processing.classification.parameterised.knn.CubeBasedNeighboursFilter
- rseslib.processing.classification.parameterised.knn.KnnClassifier
- rseslib.processing.classification.parameterised.knn.KnnNumericDecisionDependentProbability
- rseslib.processing.classification.parameterised.knn.KnnVis
- rseslib.processing.classification.parameterised.knn.LocalKnnClassifier
- rseslib.processing.classification.parameterised.pca.LocalPcaClassifier
- rseslib.processing.classification.parameterised.pca.PcaClassifier
- rseslib.processing.classification.parameterised.pca.PcaClassifierVis
- rseslib.processing.classification.rules.AQ15Classifier
- rseslib.processing.classification.rules.MajorityClassifierWithRules
- rseslib.processing.classification.rules.roughset.AComparator
- rseslib.processing.classification.rules.roughset.AccComparator
- rseslib.processing.classification.rules.roughset.AmountController
- rseslib.processing.classification.rules.roughset.AttributeRenderer
- rseslib.processing.classification.rules.roughset.ColumnPanel
- rseslib.processing.classification.rules.roughset.LengthComparator
- rseslib.processing.classification.rules.roughset.MainSelectPanel
- rseslib.processing.classification.rules.roughset.MainSortPanel
- rseslib.processing.classification.rules.roughset.NotNullValueTester
- rseslib.processing.classification.rules.roughset.OneValueComparator
- rseslib.processing.classification.rules.roughset.OneValueTester
- rseslib.processing.classification.rules.roughset.RoughSetRuleClassifier
- rseslib.processing.classification.rules.roughset.RuleAccuracyTester
- rseslib.processing.classification.rules.roughset.RuleLengthTester
- rseslib.processing.classification.rules.roughset.RuleMatchSelector
- rseslib.processing.classification.rules.roughset.RuleSupportTester
- rseslib.processing.classification.rules.roughset.RulesSelector
- rseslib.processing.classification.rules.roughset.RulesTableModel
- rseslib.processing.classification.rules.roughset.SelectMainModel
- rseslib.processing.classification.rules.roughset.SelectModel
- rseslib.processing.classification.rules.roughset.SelectPanel
- rseslib.processing.classification.rules.roughset.SortMainModel
- rseslib.processing.classification.rules.roughset.SortModel
- rseslib.processing.classification.rules.roughset.SortPanel
- rseslib.processing.classification.rules.roughset.SupportComparator
- rseslib.processing.classification.rules.roughset.ValueListCreator
- rseslib.processing.classification.rules.roughset.VectorMultipleRulesComparator
- rseslib.processing.classification.rules.roughset.VectorMultipleRulesSelector
- rseslib.processing.classification.rules.roughset.VisualRoughSetClassifier
- rseslib.processing.classification.rules.roughset.VisualRoughSetPanel
- rseslib.processing.classification.svm.ExpotentialKernelFunction
- rseslib.processing.classification.svm.KernelFunction
- rseslib.processing.classification.svm.LinearKernelFunction
- rseslib.processing.classification.svm.PolynomialKernelFunction
- rseslib.processing.classification.svm.RBFKernelFunction
- rseslib.processing.classification.svm.SVM
- rseslib.processing.classification.svm.SigmoidKernelFunction
- rseslib.processing.classification.tree.c45.BestGainRatioDiscriminationProvider
- rseslib.processing.classification.tree.c45.C45
- rseslib.processing.classification.tree.c45.C45Vis
- rseslib.processing.classification.tree.c45.DecisionNodeInfo
- rseslib.processing.classification.tree.c45.DecisionTreeNode
- rseslib.processing.classification.tree.c45.DiscriminationProvider
- rseslib.processing.classification.tree.c45.GraphNode
- rseslib.processing.clustering.Clusterer
- rseslib.processing.clustering.TreeClusterer
- rseslib.processing.discernibility.ClassicGeneralizedDecisionProvider
- rseslib.processing.discernibility.DiscernibilityMatrixProvider
- rseslib.processing.discernibility.GeneralizedDecisionProvider
- rseslib.processing.discernibility.TransitiveClosureGeneralizedDecisionProvider
- rseslib.processing.discretization.AbstractDiscretizationProvider
- rseslib.processing.discretization.ChiMergeDiscretizationProvider
- rseslib.processing.discretization.ChiSquareDistribution
- rseslib.processing.discretization.EntropyMinDynamicDiscretizationProvider
- rseslib.processing.discretization.EntropyMinStaticDiscretizationProvider
- rseslib.processing.discretization.HistogramDiscretizationProvider
- rseslib.processing.discretization.MDGlobalDiscretizationProvider
- rseslib.processing.discretization.MDLocalDiscretizationProvider
- rseslib.processing.discretization.NumericAttributeDiscretization
- rseslib.processing.discretization.OneRuleDiscretizationProvider
- rseslib.processing.discretization.RangeDiscretizationProvider
- rseslib.processing.filtering.BooleanFunctionFilter
- rseslib.processing.filtering.Filter
- rseslib.processing.filtering.MissingValuesFilter
- rseslib.processing.filtering.RTEditingFilter
- rseslib.processing.filtering.Sampler
- rseslib.processing.filtering.WilsonEditingFilter
- rseslib.processing.genetic.GABufferedElement
- rseslib.processing.genetic.GAElement
- rseslib.processing.genetic.GeneralGeneticAlgorithm
- rseslib.processing.genetic.GeneticVariabilityProvider
- rseslib.processing.genetic.RouletteSelection
- rseslib.processing.genetic.Selection
- rseslib.processing.genetic.TournamentSelection
- rseslib.processing.indexing.metric.FarthestKSeedsSelector
- rseslib.processing.indexing.metric.IndexingTreeLeafClusterer
- rseslib.processing.indexing.metric.KApproxCentersIndexingTreeLeafClusterer
- rseslib.processing.indexing.metric.SeedsSelectorWithCenters
- rseslib.processing.indexing.metric.TreeIndexer
- rseslib.processing.logic.KurzydlowskiPrimeImplicantsProvider
- rseslib.processing.logic.LatkowskiPrimeImplicantsProvider
- rseslib.processing.logic.PrimeImplicantsProvider
- rseslib.processing.metrics.AccuracyBasedWeightAdjuster
- rseslib.processing.metrics.DistanceBasedWeightAdjuster
- rseslib.processing.metrics.MetricFactory
- rseslib.processing.metrics.PerceptronBasedWeightAdjuster
- rseslib.processing.metrics.WeightAdjuster
- rseslib.processing.missing.Imputation
- rseslib.processing.missing.RoughSetNonInvasiveImputation
- rseslib.processing.pca.OjaRLS
- rseslib.processing.reducts.GlobalReductsProvider
- rseslib.processing.reducts.LocalReductsProvider
- rseslib.processing.reducts.PartialReductsProvider
- rseslib.processing.reducts.ReductsProvider
- rseslib.processing.rules.AQ15OneRuleGenerator
- rseslib.processing.rules.AccurateRuleGenerator
- rseslib.processing.rules.CoveringRuleGenerator
- rseslib.processing.rules.GlobalReductsRuleGenerator
- rseslib.processing.rules.LocalReductsRuleGenerator
- rseslib.processing.rules.OneRuleGenerator
- rseslib.processing.rules.RuleGenerator
- rseslib.processing.rules.RuleStatisticsProvider
- rseslib.processing.searching.metric.IndexingTreeVicinityProvider
- rseslib.processing.searching.metric.NearestNeighboursProvider
- rseslib.processing.searching.metric.NearestNeighboursProviderFromTree
- rseslib.processing.searching.metric.TreeSetBasedNearestNeighboursProviderFromTree
- rseslib.processing.searching.metric.VicinityProvider
- rseslib.processing.sorting.AttributeBasedRQSorter
- rseslib.processing.sorting.AttributeBasedSorting
- rseslib.processing.sorting.MetricBasedQuickSorter
- rseslib.processing.sorting.MetricBasedSorter
- rseslib.processing.sorting.QuickSorter
- rseslib.processing.sorting.RandomizedQuickSorter
- rseslib.processing.sorting.Sorter
- rseslib.processing.transformation.AbstractAttributeTransformer
- rseslib.processing.transformation.AttributeSelection
- rseslib.processing.transformation.AttributeTransformer
- rseslib.processing.transformation.FunctionBasedAttributeTransformer
- rseslib.processing.transformation.FunctionBasedTransformer
- rseslib.processing.transformation.GlobalToLocalNominalValueCodeTransformer
- rseslib.processing.transformation.TableTransformer
- rseslib.processing.transformation.TransformationProvider
- rseslib.processing.transformation.Transformer
- rseslib.structure.Headerable
- rseslib.structure.attribute.ArrayHeader
- rseslib.structure.attribute.Attribute
- rseslib.structure.attribute.BadHeaderException
- rseslib.structure.attribute.Header
- rseslib.structure.attribute.NominalAttribute
- rseslib.structure.attribute.NumericAttribute
- rseslib.structure.attribute.formats.DataFormatRecognizer
- rseslib.structure.attribute.formats.HeaderFormatException
- rseslib.structure.attribute.formats.HeaderReader
- rseslib.structure.attribute.formats.RsesHeaderReader
- rseslib.structure.attribute.formats.RseslibHeaderReader
- rseslib.structure.attribute.formats.rses.Attr
- rseslib.structure.attribute.formats.rses.BinTreeDescrip
- rseslib.structure.attribute.formats.rses.BinTreeDescriptorWrap
- rseslib.structure.attribute.formats.rses.BinTreeInt
- rseslib.structure.attribute.formats.rses.BinTreeIntWrap
- rseslib.structure.attribute.formats.rses.Descriptor
- rseslib.structure.attribute.formats.rses.DoubleWrap
- rseslib.structure.attribute.formats.rses.Element
- rseslib.structure.attribute.formats.rses.IntSack
- rseslib.structure.attribute.formats.rses.IntWrap
- rseslib.structure.attribute.formats.rses.MissingCompleter
- rseslib.structure.attribute.formats.rses.RSLibDictio
- rseslib.structure.attribute.formats.rses.RSLibProgress
- rseslib.structure.attribute.formats.rses.StringSack
- rseslib.structure.attribute.formats.rses.Table
- rseslib.structure.data.BooleanData
- rseslib.structure.data.BooleanDataObject
- rseslib.structure.data.DoubleData
- rseslib.structure.data.DoubleDataComparator
- rseslib.structure.data.DoubleDataObject
- rseslib.structure.data.DoubleDataObjectWithMemory
- rseslib.structure.data.DoubleDataWithDecision
- rseslib.structure.data.NumberedDoubleDataObject
- rseslib.structure.data.NumericAttributeComparator
- rseslib.structure.data.ObjectData
- rseslib.structure.data.ObjectDataObject
- rseslib.structure.data.formats.DataFormatException
- rseslib.structure.data.formats.DoubleDataInput
- rseslib.structure.data.formats.RsesDoubleDataInput
- rseslib.structure.data.formats.RseslibDoubleDataInput
- rseslib.structure.function.Function
- rseslib.structure.function.booleanval.AttributeEquality
- rseslib.structure.function.booleanval.AttributeInterval
- rseslib.structure.function.booleanval.AttributeValueSubset
- rseslib.structure.function.booleanval.BooleanDiscrimination
- rseslib.structure.function.booleanval.BooleanFunction
- rseslib.structure.function.booleanval.Conjunction
- rseslib.structure.function.booleanval.Disjunction
- rseslib.structure.function.booleanval.MetricCube
- rseslib.structure.function.booleanval.MixedCityAndMetricCube
- rseslib.structure.function.booleanval.Negation
- rseslib.structure.function.decvector.NominalToDecDistribution
- rseslib.structure.function.decvector.NumericToInterpolatedDecDistribution
- rseslib.structure.function.decvector.NumericToVicinityDecDistribution
- rseslib.structure.function.doubleval.Addition
- rseslib.structure.function.doubleval.AttributeDoubleFunction
- rseslib.structure.function.doubleval.AttributeValue
- rseslib.structure.function.doubleval.DoubleFunction
- rseslib.structure.function.doubleval.Multiplication
- rseslib.structure.function.doubleval.NumericScaler
- rseslib.structure.function.doubleval.Perceptron
- rseslib.structure.function.doubleval.Radial
- rseslib.structure.function.doubleval.Scaling
- rseslib.structure.function.intval.AttributeDoubleCut
- rseslib.structure.function.intval.AttributeSharpCut
- rseslib.structure.function.intval.BoundedIntegerFunction
- rseslib.structure.function.intval.Discrimination
- rseslib.structure.function.intval.IntegerFunction
- rseslib.structure.function.intval.IntervalDiscrimination
- rseslib.structure.function.intval.NominalAttributeDiscrimination
- rseslib.structure.function.intval.NumericAttributeCut
- rseslib.structure.function.vector.VectorFunction
- rseslib.structure.histogram.Histogram
- rseslib.structure.histogram.NominalAttributeHistogram
- rseslib.structure.histogram.NumericalAttributeHistogram
- rseslib.structure.index.metric.IndexingTreeFork
- rseslib.structure.index.metric.IndexingTreeLeaf
- rseslib.structure.index.metric.IndexingTreeNode
- rseslib.structure.index.metric.IndexingTreeNodeComparator
- rseslib.structure.indiscernibility.AbstractIndiscernibility
- rseslib.structure.indiscernibility.ClassicIndiscernibility
- rseslib.structure.indiscernibility.Indiscernibility
- rseslib.structure.indiscernibility.NonsymmetricSimilarityIndiscernibility
- rseslib.structure.indiscernibility.SymmetricSimilarityIndiscernibility
- rseslib.structure.linearorder.DIntTable
- rseslib.structure.linearorder.LinearOrder
- rseslib.structure.metric.AbstractWeightedMetric
- rseslib.structure.metric.CityHammingMetric
- rseslib.structure.metric.CitySVDMetric
- rseslib.structure.metric.DensityBasedVDMetric
- rseslib.structure.metric.InterpolatedVDMetric
- rseslib.structure.metric.Metric
- rseslib.structure.metric.Neighbour
- rseslib.structure.metric.NeighbourComparator
- rseslib.structure.probability.DecisionDependentProbability
- rseslib.structure.probability.KernelNumericDecisionDependentProbability
- rseslib.structure.probability.MEstimateNominalDecisionDependentProbability
- rseslib.structure.rule.AbstractDistrDecRule
- rseslib.structure.rule.AbstractDistrDecRuleWithStatistics
- rseslib.structure.rule.BooleanFunctionRule
- rseslib.structure.rule.DistributedDecisionRule
- rseslib.structure.rule.EqualityDescriptorsRule
- rseslib.structure.rule.PartialMatchingRule
- rseslib.structure.rule.Rule
- rseslib.structure.rule.RuleWithStatistics
- rseslib.structure.table.ArrayListDoubleDataTable
- rseslib.structure.table.DecisionDistributionsForDiscretizedNumerical
- rseslib.structure.table.DecisionDistributionsForNominal
- rseslib.structure.table.DoubleDataTable
- rseslib.structure.table.IntervalWithDecisionDistribution
- rseslib.structure.table.NumericalStatistics
- rseslib.structure.table.VicinityDecisionDistributionsForNumerical
- rseslib.structure.vector.Vector
- rseslib.structure.vector.VectorForDoubleData
- rseslib.structure.vector.subspace.LinearSubspace
- rseslib.structure.vector.subspace.PCASubspace
- rseslib.structure.vector.subspace.TranslatedLinearSubspace
- rseslib.system.Configuration
- rseslib.system.ConfigurationWithStatistics
- rseslib.system.PropertyConfigurationException
- rseslib.system.Report
- rseslib.system.output.FileOutput
- rseslib.system.output.Output
- rseslib.system.output.StandardDebugOutput
- rseslib.system.output.StandardErrorOutput
- rseslib.system.output.StandardOutput
- rseslib.system.progress.AbstractProgress
- rseslib.system.progress.EmptyProgress
- rseslib.system.progress.LoggingProgress
- rseslib.system.progress.MultiProgress
- rseslib.system.progress.Progress
- rseslib.system.progress.ProgressException
- rseslib.system.progress.RsesProgress
- rseslib.system.progress.StdOutProgress
- rseslib.util.array.ArrayBooleanVector
- rseslib.util.array.BooleanVector
- rseslib.util.array.CompressedBooleanVector
- rseslib.util.random.RandomSelection
- rseslib.util.text.NamesExtractor
- rseslib.util.time.TimerException
- rseslib.util.time.Timers