Hierarchy For All Packages

Package Hierarchies:

mulan.classifier, mulan.classifier.lazy, mulan.classifier.meta, mulan.classifier.meta.thresholding, mulan.classifier.neural, mulan.classifier.neural.model, mulan.classifier.transformation, mulan.core, mulan.data, mulan.dimensionalityReduction, mulan.evaluation, mulan.evaluation.loss, mulan.evaluation.measure, mulan.experiments, mulan.transformations, mulan.transformations.multiclass

Class Hierarchy

• java.lang.Object
  • weka.clusterers.AbstractClusterer (implements weka.core.CapabilitiesHandler, java.lang.Cloneable, weka.clusterers.Clusterer, weka.core.RevisionHandler, java.io.Serializable)
    • weka.clusterers.RandomizableClusterer (implements weka.core.OptionHandler, weka.core.Randomizable)
      • mulan.classifier.meta.ConstrainedKMeans (implements weka.clusterers.NumberOfClustersRequestable, weka.core.WeightedInstancesHandler)
  • mulan.classifier.neural.model.ActivationFunction (implements java.io.Serializable)
    • mulan.classifier.neural.model.ActivationLinear
    • mulan.classifier.neural.model.ActivationTANH
  • weka.attributeSelection.ASEvaluation (implements weka.core.CapabilitiesHandler, weka.core.RevisionHandler, java.io.Serializable)
    • mulan.dimensionalityReduction.BinaryRelevanceAttributeEvaluator (implements weka.attributeSelection.AttributeEvaluator)
    • mulan.dimensionalityReduction.LabelPowersetAttributeEvaluator (implements weka.attributeSelection.AttributeEvaluator)
    • mulan.dimensionalityReduction.MultiClassAttributeEvaluator (implements weka.attributeSelection.AttributeEvaluator)
  • mulan.classifier.neural.model.BasicNeuralNet (implements mulan.classifier.neural.model.NeuralNet, java.io.Serializable)
  • mulan.dimensionalityReduction.BinaryRelevanceAttributeEvaluator.Rank (implements java.lang.Comparable<T>)
  • mulan.transformations.BinaryRelevanceTransformation (implements java.io.Serializable)
  • mulan.evaluation.loss.BipartitionLossFunctionBase (implements mulan.evaluation.loss.BipartitionLossFunction, java.io.Serializable)
    • mulan.evaluation.loss.HammingLoss
    • mulan.evaluation.loss.HierarchicalLoss
  • mulan.classifier.neural.BPMLLAlgorithm
  • mulan.data.ConditionalDependenceIdentifier (implements mulan.data.LabelPairsDependenceIdentifier, java.io.Serializable)
  • mulan.classifier.meta.ConstrainedKMeans.bucketInstance (implements java.lang.Comparable<T>)
  • mulan.data.ConverterCLUS
  • mulan.data.ConverterLibSVM
  • mulan.classifier.neural.DataPair
  • mulan.data.DataUtils
  • mulan.evaluation.Evaluation
  • mulan.evaluation.Evaluator
  • mulan.experiments.Experiment (implements weka.core.TechnicalInformationHandler)
    • mulan.experiments.ICDM08EnsembleOfPrunedSets
    • mulan.experiments.ICTAI2010
    • mulan.experiments.MachineLearning09IBLR
    • mulan.experiments.PatternRecognition07MLkNN
  • mulan.data.GreedyLabelClustering (implements mulan.data.LabelClustering, java.io.Serializable)
  • mulan.classifier.meta.HierarchyBuilder (implements java.io.Serializable)
  • mulan.transformations.IncludeLabelsTransformation (implements java.io.Serializable)
  • mulan.evaluation.measure.InformationRetrievalMeasures
  • mulan.data.IterativeStratification (implements mulan.data.Stratification, weka.core.TechnicalInformationHandler)
  • mulan.evaluation.measure.LabelBasedAveragePrecision.ConfidenceActual (implements java.lang.Comparable<T>, java.io.Serializable)
  • mulan.data.LabelNodeImpl (implements mulan.data.LabelNode, java.io.Serializable)
  • mulan.data.LabelPowersetStratification (implements mulan.data.Stratification, weka.core.TechnicalInformationHandler)
  • mulan.transformations.LabelPowersetTransformation (implements java.io.Serializable)
  • mulan.data.LabelsBuilder
  • mulan.data.LabelSet (implements java.lang.Comparable<T>, java.io.Serializable)
  • mulan.data.LabelsMetaDataImpl (implements java.io.Externalizable, mulan.data.LabelsMetaData, java.io.Serializable)
  • mulan.data.LabelsPair (implements java.lang.Comparable<T>, java.io.Serializable)
  • mulan.evaluation.measure.MeasureBase (implements mulan.evaluation.measure.Measure, java.io.Serializable)
    • mulan.evaluation.measure.BipartitionMeasureBase
      • mulan.evaluation.measure.ExampleBasedBipartitionMeasureBase
        • mulan.evaluation.measure.ExampleBasedAccuracy
        • mulan.evaluation.measure.ExampleBasedFMeasure
        • mulan.evaluation.measure.ExampleBasedPrecision
        • mulan.evaluation.measure.ExampleBasedRecall
        • mulan.evaluation.measure.ExampleBasedSpecificity
        • mulan.evaluation.measure.LossBasedBipartitionMeasureBase
          • mulan.evaluation.measure.HammingLoss
          • mulan.evaluation.measure.HierarchicalLoss
        • mulan.evaluation.measure.SubsetAccuracy
      • mulan.evaluation.measure.LabelBasedBipartitionMeasureBase
        • mulan.evaluation.measure.LabelBasedFMeasure
          • mulan.evaluation.measure.MacroFMeasure (implements mulan.evaluation.measure.MacroAverageMeasure)
          • mulan.evaluation.measure.MicroFMeasure
        • mulan.evaluation.measure.LabelBasedPrecision
          • mulan.evaluation.measure.MacroPrecision (implements mulan.evaluation.measure.MacroAverageMeasure)
          • mulan.evaluation.measure.MicroPrecision
        • mulan.evaluation.measure.LabelBasedRecall
          • mulan.evaluation.measure.MacroRecall (implements mulan.evaluation.measure.MacroAverageMeasure)
          • mulan.evaluation.measure.MicroRecall
        • mulan.evaluation.measure.LabelBasedSpecificity
          • mulan.evaluation.measure.MacroSpecificity (implements mulan.evaluation.measure.MacroAverageMeasure)
          • mulan.evaluation.measure.MicroSpecificity
    • mulan.evaluation.measure.ConfidenceMeasureBase
      • mulan.evaluation.measure.LabelBasedAUC
        • mulan.evaluation.measure.MacroAUC (implements mulan.evaluation.measure.MacroAverageMeasure)
        • mulan.evaluation.measure.MicroAUC
      • mulan.evaluation.measure.LabelBasedAveragePrecision
        • mulan.evaluation.measure.MeanAverageInterpolatedPrecision (implements mulan.evaluation.measure.MacroAverageMeasure)
          • mulan.evaluation.measure.GeometricMeanAverageInterpolatedPrecision
        • mulan.evaluation.measure.MeanAveragePrecision (implements mulan.evaluation.measure.MacroAverageMeasure)
          • mulan.evaluation.measure.GeometricMeanAveragePrecision
    • mulan.evaluation.measure.RankingMeasureBase
      • mulan.evaluation.measure.AveragePrecision
      • mulan.evaluation.measure.Coverage
      • mulan.evaluation.measure.LossBasedRankingMeasureBase
        • mulan.evaluation.measure.ErrorSetSize
        • mulan.evaluation.measure.IsError
        • mulan.evaluation.measure.OneError
        • mulan.evaluation.measure.RankingLoss
  • mulan.classifier.neural.MMPUpdateRuleBase (implements mulan.classifier.neural.ModelUpdateRule)
    • mulan.classifier.neural.MMPMaxUpdateRule
    • mulan.classifier.neural.MMPRandomizedUpdateRule
    • mulan.classifier.neural.MMPUniformUpdateRule
  • mulan.core.MulanJavadoc
  • mulan.transformations.multiclass.MultiClassTransformationBase (implements mulan.transformations.multiclass.MultiClassTransformation, java.io.Serializable)
    • mulan.transformations.multiclass.Copy
      • mulan.transformations.multiclass.CopyWeight
    • mulan.transformations.multiclass.Ignore
    • mulan.transformations.multiclass.SelectBasedOnFrequency
    • mulan.transformations.multiclass.SelectRandom
  • mulan.data.MultiLabelInstances (implements java.io.Serializable)
  • mulan.classifier.MultiLabelLearnerBase (implements mulan.classifier.MultiLabelLearner, java.io.Serializable, weka.core.TechnicalInformationHandler)
    • mulan.classifier.neural.BPMLL
    • mulan.classifier.neural.MMPLearner
    • mulan.classifier.lazy.MultiLabelKNN
      • mulan.classifier.lazy.BRkNN
      • mulan.classifier.lazy.IBLR_ML
      • mulan.classifier.lazy.MLkNN
    • mulan.classifier.meta.MultiLabelMetaLearner
      • mulan.classifier.meta.ClusteringBased
      • mulan.classifier.meta.EnsembleOfSubsetLearners
      • mulan.classifier.meta.thresholding.ExampleBasedFMeasureOptimizer
      • mulan.classifier.meta.HMC
      • mulan.classifier.meta.HMCNode
      • mulan.classifier.meta.HOMER
      • mulan.classifier.meta.thresholding.Meta
        • mulan.classifier.meta.thresholding.MetaLabeler
        • mulan.classifier.meta.thresholding.ThresholdPrediction
      • mulan.classifier.meta.thresholding.MLPTO
      • mulan.classifier.meta.thresholding.OneThreshold
      • mulan.classifier.meta.RAkEL
      • mulan.classifier.meta.RAkELd
      • mulan.classifier.meta.thresholding.RCut
      • mulan.classifier.meta.thresholding.SCut
      • mulan.classifier.meta.SubsetLearner
    • mulan.classifier.transformation.TransformationBasedMultiLabelLearner
      • mulan.classifier.transformation.BinaryRelevance
      • mulan.classifier.transformation.CalibratedLabelRanking
      • mulan.classifier.transformation.ClassifierChain
      • mulan.classifier.transformation.EnsembleOfClassifierChains
      • mulan.classifier.transformation.EnsembleOfPrunedSets
      • mulan.classifier.transformation.IncludeLabelsClassifier
        • mulan.classifier.transformation.AdaBoostMH
      • mulan.classifier.transformation.LabelPowerset
        • mulan.classifier.transformation.LabelsetPruning
          • mulan.classifier.transformation.PPT
          • mulan.classifier.transformation.PrunedSets
      • mulan.classifier.transformation.MultiClassLearner
      • mulan.classifier.transformation.MultiLabelStacking (implements java.io.Serializable)
  • mulan.classifier.MultiLabelOutput
  • mulan.evaluation.MultipleEvaluation
  • mulan.classifier.neural.model.Neuron (implements java.io.Serializable)
  • mulan.classifier.neural.NormalizationFilter (implements java.io.Serializable)
  • mulan.dimensionalityReduction.Ranker
  • mulan.evaluation.loss.RankingLossFunctionBase (implements mulan.evaluation.loss.RankingLossFunction, java.io.Serializable)
    • mulan.evaluation.loss.ErrorSetSize
      • mulan.evaluation.loss.RankingLoss
    • mulan.evaluation.loss.IsError
    • mulan.evaluation.loss.OneError
    • mulan.evaluation.loss.OneMinusAveragePrecision
  • mulan.transformations.RemoveAllLabels
  • mulan.data.Statistics (implements java.io.Serializable, weka.core.TechnicalInformationHandler)
  • mulan.classifier.neural.ThresholdFunction (implements java.io.Serializable)
  • java.lang.Throwable (implements java.io.Serializable)
    • java.lang.Exception
      • mulan.core.MulanException
        • mulan.data.InvalidDataFormatException
        • mulan.data.LabelsBuilderException
      • java.lang.RuntimeException
        • mulan.core.MulanRuntimeException
          • mulan.core.ArgumentNullException
          • mulan.data.DataLoadException
          • mulan.classifier.LearnerException
            • mulan.classifier.InvalidDataException
            • mulan.classifier.ModelInitializationException
          • mulan.core.WekaException
  • mulan.data.UnconditionalChiSquareIdentifier (implements mulan.data.LabelPairsDependenceIdentifier, java.io.Serializable)
  • mulan.core.Util

Interface Hierarchy

• mulan.data.LabelClustering
• mulan.data.LabelNode
• mulan.data.LabelPairsDependenceIdentifier
• mulan.data.LabelsMetaData
• mulan.evaluation.measure.MacroAverageMeasure
• mulan.evaluation.measure.Measure
• mulan.classifier.neural.ModelUpdateRule
• mulan.transformations.multiclass.MultiClassTransformation
• mulan.classifier.MultiLabelLearner
• mulan.evaluation.loss.MultiLabelLossFunction
  • mulan.evaluation.loss.BipartitionLossFunction
  • mulan.evaluation.loss.RankingLossFunction
• mulan.classifier.neural.model.NeuralNet
• mulan.data.Stratification

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • mulan.classifier.lazy.BRkNN.ExtensionType
    • mulan.classifier.meta.HierarchyBuilder.Method
    • mulan.classifier.neural.MMPUpdateRuleType
    • mulan.classifier.transformation.PrunedSets.Strategy
    • mulan.classifier.transformation.PPT.Strategy
    • mulan.transformations.multiclass.SelectionType