Hierarchy For All Packages

Package Hierarchies:

• elki.application,
• elki.datasource,
• elki.datasource.filter,
• elki.datasource.filter.cleaning,
• elki.datasource.filter.normalization,
• elki.datasource.filter.normalization.columnwise,
• elki.datasource.filter.normalization.instancewise,
• elki.datasource.filter.selection,
• elki.datasource.filter.transform,
• elki.datasource.filter.typeconversions,
• elki.datasource.parser

Class Hierarchy

• java.lang.Object
  • elki.application.AbstractApplication
    • elki.application.ConvertToBundleApplication
  • elki.application.AbstractApplication.Par (implements elki.utilities.optionhandling.Parameterizer)
    • elki.application.ConvertToBundleApplication.Par
  • elki.datasource.filter.AbstractConversionFilter<I,O> (implements elki.datasource.filter.ObjectFilter)
    • elki.datasource.filter.AbstractVectorConversionFilter<I,O>
      • elki.datasource.filter.normalization.columnwise.AttributeWiseMeanNormalization<V> (implements elki.datasource.filter.normalization.Normalization<O>)
      • elki.datasource.filter.normalization.columnwise.AttributeWiseMinMaxNormalization<V> (implements elki.datasource.filter.normalization.Normalization<O>)
      • elki.datasource.filter.normalization.columnwise.AttributeWiseVarianceNormalization<V> (implements elki.datasource.filter.normalization.Normalization<O>)
      • elki.datasource.filter.transform.GlobalPrincipalComponentAnalysisTransform<O>
      • elki.datasource.filter.normalization.columnwise.InverseDocumentFrequencyNormalization<V> (implements elki.datasource.filter.normalization.Normalization<O>)
      • elki.datasource.filter.transform.PerturbationFilter<V>
    • elki.datasource.filter.typeconversions.SparseVectorFieldFilter<V>
  • elki.datasource.AbstractDatabaseConnection (implements elki.datasource.DatabaseConnection)
    • elki.datasource.ArrayAdapterDatabaseConnection
    • elki.datasource.BundleDatabaseConnection
    • elki.datasource.ConcatenateFilesDatabaseConnection
    • elki.datasource.EmptyDatabaseConnection
    • elki.datasource.ExternalIDJoinDatabaseConnection
    • elki.datasource.InputStreamDatabaseConnection (implements java.lang.AutoCloseable)
      • elki.datasource.FileBasedDatabaseConnection
    • elki.datasource.LabelJoinDatabaseConnection
    • elki.datasource.PresortedBlindJoinDatabaseConnection
    • elki.datasource.RandomDoubleVectorDatabaseConnection
  • elki.datasource.AbstractDatabaseConnection.Par (implements elki.utilities.optionhandling.Parameterizer)
    • elki.datasource.BundleDatabaseConnection.Par
    • elki.datasource.ConcatenateFilesDatabaseConnection.Par
    • elki.datasource.ExternalIDJoinDatabaseConnection.Par
    • elki.datasource.InputStreamDatabaseConnection.Par
      • elki.datasource.FileBasedDatabaseConnection.Par
    • elki.datasource.LabelJoinDatabaseConnection.Par
    • elki.datasource.PresortedBlindJoinDatabaseConnection.Par
    • elki.datasource.RandomDoubleVectorDatabaseConnection.Par
  • elki.datasource.filter.AbstractStreamFilter (implements elki.datasource.filter.StreamFilter)
    • elki.datasource.filter.AbstractStreamConversionFilter<I,O>
      • elki.datasource.filter.AbstractVectorStreamConversionFilter<I,O>
        • elki.datasource.filter.normalization.instancewise.HellingerHistogramNormalization<V> (implements elki.datasource.filter.normalization.Normalization<O>)
        • elki.datasource.filter.transform.HistogramJitterFilter<V>
        • elki.datasource.filter.normalization.instancewise.InstanceLogRankNormalization<V> (implements elki.datasource.filter.normalization.Normalization<O>)
        • elki.datasource.filter.normalization.instancewise.InstanceMeanVarianceNormalization<V> (implements elki.datasource.filter.normalization.Normalization<O>)
        • elki.datasource.filter.normalization.instancewise.InstanceMinMaxNormalization<V> (implements elki.datasource.filter.normalization.Normalization<O>)
        • elki.datasource.filter.normalization.instancewise.InstanceRankNormalization<V> (implements elki.datasource.filter.normalization.Normalization<O>)
        • elki.datasource.filter.normalization.instancewise.LengthNormalization<V> (implements elki.datasource.filter.normalization.Normalization<O>)
        • elki.datasource.filter.normalization.instancewise.Log1PlusNormalization<V> (implements elki.datasource.filter.normalization.Normalization<O>)
        • elki.datasource.filter.transform.NumberVectorFeatureSelectionFilter<V>
        • elki.datasource.filter.transform.NumberVectorRandomFeatureSelectionFilter<V>
      • elki.datasource.filter.typeconversions.MultivariateTimeSeriesFilter<V>
    • elki.datasource.filter.selection.ByLabelFilter
    • elki.datasource.filter.typeconversions.ClassLabelFromPatternFilter
    • elki.datasource.filter.cleaning.DropNaNFilter
    • elki.datasource.filter.selection.FirstNStreamFilter
    • elki.datasource.filter.cleaning.NoMissingValuesFilter
    • elki.datasource.filter.NoOpFilter
    • elki.datasource.filter.selection.RandomSamplingStreamFilter
    • elki.datasource.filter.cleaning.ReplaceNaNWithRandomFilter
    • elki.datasource.filter.cleaning.VectorDimensionalityFilter<V>
  • elki.datasource.parser.AbstractStreamingParser (implements elki.datasource.parser.StreamingParser)
    • elki.datasource.parser.NumberVectorLabelParser<V>
      • elki.datasource.parser.BitVectorLabelParser
      • elki.datasource.parser.CategorialDataAsNumberVectorParser<V>
      • elki.datasource.parser.SparseNumberVectorLabelParser<V>
        • elki.datasource.parser.LibSVMFormatParser<V>
      • elki.datasource.parser.TermFrequencyParser<V>
    • elki.datasource.parser.SimplePolygonParser
    • elki.datasource.parser.SimpleTransactionParser
  • elki.datasource.parser.AbstractStreamingParser.Par (implements elki.utilities.optionhandling.Parameterizer)
    • elki.datasource.parser.BitVectorLabelParser.Par
    • elki.datasource.parser.NumberVectorLabelParser.Par<V>
      • elki.datasource.parser.CategorialDataAsNumberVectorParser.Par<V>
      • elki.datasource.parser.LibSVMFormatParser.Par<V>
      • elki.datasource.parser.SparseNumberVectorLabelParser.Par<V>
      • elki.datasource.parser.TermFrequencyParser.Par<V>
    • elki.datasource.parser.SimplePolygonParser.Par
    • elki.datasource.parser.SimpleTransactionParser.Par
  • elki.datasource.filter.transform.AbstractSupervisedProjectionVectorFilter<V> (implements elki.datasource.filter.ObjectFilter)
    • elki.datasource.filter.transform.LinearDiscriminantAnalysisFilter<V>
  • elki.datasource.parser.ArffParser (implements elki.datasource.parser.Parser)
  • elki.datasource.parser.ArffParser.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.normalization.columnwise.AttributeWiseBetaNormalization.Par<V> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.normalization.columnwise.AttributeWiseCDFNormalization<V> (implements elki.datasource.filter.normalization.Normalization<O>)
    • elki.datasource.filter.normalization.columnwise.AttributeWiseBetaNormalization<V>
  • elki.datasource.filter.normalization.columnwise.AttributeWiseCDFNormalization.Par<V> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.normalization.columnwise.AttributeWiseMADNormalization<V> (implements elki.datasource.filter.normalization.Normalization<O>)
  • elki.datasource.filter.normalization.columnwise.AttributeWiseMinMaxNormalization.Par<V> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.normalization.columnwise.AttributeWiseVarianceNormalization.Par<V> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.selection.ByLabelFilter.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.transform.ClassicMultidimensionalScalingTransform<I,O> (implements elki.datasource.filter.ObjectFilter)
  • elki.datasource.filter.typeconversions.ClassLabelFilter (implements elki.datasource.filter.ObjectFilter)
  • elki.datasource.filter.typeconversions.ClassLabelFilter.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.typeconversions.ClassLabelFromPatternFilter.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.parser.CSVReaderFormat
  • elki.datasource.parser.CSVReaderFormat.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.DBIDRangeDatabaseConnection (implements elki.datasource.DatabaseConnection)
  • elki.datasource.DBIDRangeDatabaseConnection.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.cleaning.DropNaNFilter.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.typeconversions.ExternalIDFilter (implements elki.datasource.filter.ObjectFilter)
  • elki.datasource.filter.typeconversions.ExternalIDFilter.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.transform.FastMultidimensionalScalingTransform<I,O> (implements elki.datasource.filter.ObjectFilter)
  • elki.datasource.filter.transform.FastMultidimensionalScalingTransform.Par<I,O> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.FilterUtil
  • elki.datasource.filter.selection.FirstNStreamFilter.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.FixedDBIDsFilter (implements elki.datasource.filter.ObjectFilter)
  • elki.datasource.filter.FixedDBIDsFilter.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.transform.GlobalPrincipalComponentAnalysisTransform.Par<O> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.normalization.instancewise.HellingerHistogramNormalization.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.transform.HistogramJitterFilter.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.normalization.instancewise.InstanceLogRankNormalization.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.normalization.instancewise.InstanceMeanVarianceNormalization.Par<V> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.normalization.instancewise.InstanceMinMaxNormalization.Par<V> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.normalization.instancewise.InstanceRankNormalization.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.normalization.columnwise.IntegerRankTieNormalization (implements elki.datasource.filter.ObjectFilter)
  • elki.datasource.filter.normalization.columnwise.IntegerRankTieNormalization.Sorter (implements it.unimi.dsi.fastutil.ints.IntComparator)
  • elki.datasource.filter.normalization.instancewise.LengthNormalization.Par<V> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.transform.LinearDiscriminantAnalysisFilter.Par<V>
  • elki.datasource.filter.normalization.instancewise.Log1PlusNormalization.Par<V> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.MultipleObjectsBundleDatabaseConnection (implements elki.datasource.DatabaseConnection)
  • elki.datasource.filter.cleaning.NoMissingValuesFilter.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.transform.NumberVectorFeatureSelectionFilter.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.transform.NumberVectorRandomFeatureSelectionFilter.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.transform.PerturbationFilter.Par<V> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.selection.RandomSamplingStreamFilter.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.cleaning.ReplaceNaNWithRandomFilter.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.selection.ShuffleObjectsFilter (implements elki.datasource.filter.ObjectFilter)
  • elki.datasource.filter.selection.ShuffleObjectsFilter.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.filter.selection.SortByLabelFilter (implements elki.datasource.filter.ObjectFilter)
  • elki.datasource.filter.typeconversions.SplitNumberVectorFilter<V> (implements elki.datasource.filter.ObjectFilter)
  • elki.datasource.filter.typeconversions.SplitNumberVectorFilter.Par<V> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.datasource.parser.StringParser (implements elki.datasource.parser.Parser)
  • elki.datasource.parser.StringParser.Par (implements elki.utilities.optionhandling.Parameterizer)
  • java.lang.Throwable (implements java.io.Serializable)
    • java.lang.Exception
      • elki.datasource.filter.normalization.NonNumericFeaturesException

Interface Hierarchy

• elki.datasource.bundle.BundleStreamSource
  • elki.datasource.parser.StreamingParser (also extends elki.datasource.parser.Parser)
• elki.datasource.filter.ObjectFilter
  • elki.datasource.filter.normalization.Normalization<O>
• elki.datasource.parser.Parser
  • elki.datasource.parser.StreamingParser (also extends elki.datasource.bundle.BundleStreamSource)

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • elki.datasource.filter.transform.GlobalPrincipalComponentAnalysisTransform.Mode
    • elki.datasource.filter.transform.PerturbationFilter.NoiseDistribution
    • elki.datasource.filter.transform.PerturbationFilter.ScalingReference