Uses of Class
elki.datasource.bundle.MultipleObjectsBundle

Packages that use MultipleObjectsBundle

Package	Description
elki.application	Base classes for standalone applications.
elki.data.synthetic.bymodel	Generator using a distribution model specified in an XML configuration file.
elki.database	ELKI database layer - loading, storing, indexing and accessing data.
elki.datasource	Data normalization (and reconstitution) of data sets.
elki.datasource.bundle	Object bundles - exchange container for multi-represented objects.
elki.datasource.filter	Data filtering, in particular for normalization and projection.
elki.datasource.filter.cleaning	Filters for data cleaning.
elki.datasource.filter.normalization.columnwise	Normalizations operating on columns / variates; where each column is treated independently.
elki.datasource.filter.selection	Filters for selecting and sorting data to process.
elki.datasource.filter.transform	Data space transformations.
elki.datasource.filter.typeconversions	Filters to perform data type conversions.
elki.datasource.parser	Parsers for different file formats and data types.
elki.evaluation.classification.holdout	Holdout and cross-validation strategies for evaluating classifiers.

Uses of MultipleObjectsBundle in elki.application

Methods in elki.application with parameters of type MultipleObjectsBundle

Modifier and Type	Method	Description
void	GeneratorXMLSpec.writeClusters(java.io.BufferedWriter outStream, MultipleObjectsBundle data)	Write the resulting clusters to an output stream.

Uses of MultipleObjectsBundle in elki.data.synthetic.bymodel

Methods in elki.data.synthetic.bymodel that return MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	GeneratorMain.generate()	Main loop to generate data set.

Uses of MultipleObjectsBundle in elki.database

Methods in elki.database that return MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	HashmapDatabase.delete(DBIDs ids)	Removes the objects from the database (by calling HashmapDatabase.doDelete(DBIDRef) for each object) and indexes and fires a deletion event.

Uses of MultipleObjectsBundle in elki.datasource

Fields in elki.datasource declared as MultipleObjectsBundle

Modifier and Type	Field	Description
(package private) MultipleObjectsBundle	MultipleObjectsBundleDatabaseConnection.bundle	Bundle.

Methods in elki.datasource that return MultipleObjectsBundle

Modifier and Type	Method	Description
protected MultipleObjectsBundle	AbstractDatabaseConnection.invokeBundleFilters(MultipleObjectsBundle bundle)	Transforms the specified list of objects and their labels into a list of objects and their associations.
MultipleObjectsBundle	ArrayAdapterDatabaseConnection.loadData()
MultipleObjectsBundle	BundleDatabaseConnection.loadData()
MultipleObjectsBundle	ConcatenateFilesDatabaseConnection.loadData()
MultipleObjectsBundle	DatabaseConnection.loadData()	Returns the initial data for a database.
MultipleObjectsBundle	DBIDRangeDatabaseConnection.loadData()
MultipleObjectsBundle	EmptyDatabaseConnection.loadData()
MultipleObjectsBundle	ExternalIDJoinDatabaseConnection.loadData()
MultipleObjectsBundle	GeneratorXMLDatabaseConnection.loadData()
MultipleObjectsBundle	InputStreamDatabaseConnection.loadData()
MultipleObjectsBundle	LabelJoinDatabaseConnection.loadData()
MultipleObjectsBundle	MultipleObjectsBundleDatabaseConnection.loadData()
MultipleObjectsBundle	PresortedBlindJoinDatabaseConnection.loadData()
MultipleObjectsBundle	RandomDoubleVectorDatabaseConnection.loadData()

Methods in elki.datasource with parameters of type MultipleObjectsBundle

Modifier and Type	Method	Description
protected MultipleObjectsBundle	AbstractDatabaseConnection.invokeBundleFilters(MultipleObjectsBundle bundle)	Transforms the specified list of objects and their labels into a list of objects and their associations.

Constructors in elki.datasource with parameters of type MultipleObjectsBundle

Constructor	Description
MultipleObjectsBundleDatabaseConnection(MultipleObjectsBundle bundle)	Constructor.

Uses of MultipleObjectsBundle in elki.datasource.bundle

Fields in elki.datasource.bundle declared as MultipleObjectsBundle

Modifier and Type	Field	Description
(package private) MultipleObjectsBundle	StreamFromBundle.bundle	Bundle to access

Methods in elki.datasource.bundle that return MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	MultipleObjectsBundle.appendColumn(SimpleTypeInformation<?> type, java.util.List<?> data)	Helper to add a single column to the bundle.
MultipleObjectsBundle	BundleReader.asMultipleObjectsBundle()
MultipleObjectsBundle	BundleStreamSource.asMultipleObjectsBundle()	Return (or collect) the stream as bundle.
MultipleObjectsBundle	StreamFromBundle.asMultipleObjectsBundle()
static MultipleObjectsBundle	MultipleObjectsBundle.fromStream(BundleStreamSource source)	Convert an object stream to a bundle
static <V> MultipleObjectsBundle	MultipleObjectsBundle.makeSimple(SimpleTypeInformation<? super V> type, java.util.List<? extends V> data)	Helper to add a single column to the bundle.
static <V1,V2> MultipleObjectsBundle	MultipleObjectsBundle.makeSimple(SimpleTypeInformation<? super V1> type1, java.util.List<? extends V1> data1, SimpleTypeInformation<? super V2> type2, java.util.List<? extends V2> data2)	Helper to add a single column to the bundle.
static <V1,V2,V3> MultipleObjectsBundle	MultipleObjectsBundle.makeSimple(SimpleTypeInformation<? super V1> type1, java.util.List<? extends V1> data1, SimpleTypeInformation<? super V2> type2, java.util.List<? extends V2> data2, SimpleTypeInformation<? super V3> type3, java.util.List<? extends V3> data3)	Helper to add a single column to the bundle.

Constructors in elki.datasource.bundle with parameters of type MultipleObjectsBundle

Constructor	Description
StreamFromBundle(MultipleObjectsBundle bundle)	Constructor.

Uses of MultipleObjectsBundle in elki.datasource.filter

Methods in elki.datasource.filter that return MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	AbstractStreamFilter.asMultipleObjectsBundle()
MultipleObjectsBundle	AbstractConversionFilter.filter(MultipleObjectsBundle objects)	A standard implementation of the filter process.
MultipleObjectsBundle	AbstractStreamFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	FixedDBIDsFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	NoOpFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	ObjectFilter.filter(MultipleObjectsBundle objects)	Filter a set of object packages.

Methods in elki.datasource.filter with parameters of type MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	AbstractConversionFilter.filter(MultipleObjectsBundle objects)	A standard implementation of the filter process.
MultipleObjectsBundle	AbstractStreamFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	FixedDBIDsFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	NoOpFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	ObjectFilter.filter(MultipleObjectsBundle objects)	Filter a set of object packages.
static int	FilterUtil.findLabelColumn(MultipleObjectsBundle bundle)	Find the first "label-like" column (matching TypeUtil.GUESSED_LABEL ) in a bundle.

Uses of MultipleObjectsBundle in elki.datasource.filter.cleaning

Methods in elki.datasource.filter.cleaning that return MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	DropNaNFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	NoMissingValuesFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	ReplaceNaNWithRandomFilter.filter(MultipleObjectsBundle objects)

Methods in elki.datasource.filter.cleaning with parameters of type MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	DropNaNFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	NoMissingValuesFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	ReplaceNaNWithRandomFilter.filter(MultipleObjectsBundle objects)

Uses of MultipleObjectsBundle in elki.datasource.filter.normalization.columnwise

Methods in elki.datasource.filter.normalization.columnwise that return MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	AttributeWiseBetaNormalization.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	AttributeWiseCDFNormalization.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	AttributeWiseMADNormalization.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	IntegerRankTieNormalization.filter(MultipleObjectsBundle objects)

Methods in elki.datasource.filter.normalization.columnwise with parameters of type MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	AttributeWiseBetaNormalization.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	AttributeWiseCDFNormalization.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	AttributeWiseMADNormalization.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	IntegerRankTieNormalization.filter(MultipleObjectsBundle objects)

Uses of MultipleObjectsBundle in elki.datasource.filter.selection

Methods in elki.datasource.filter.selection that return MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	ShuffleObjectsFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	SortByLabelFilter.filter(MultipleObjectsBundle objects)

Methods in elki.datasource.filter.selection with parameters of type MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	ShuffleObjectsFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	SortByLabelFilter.filter(MultipleObjectsBundle objects)

Uses of MultipleObjectsBundle in elki.datasource.filter.transform

Methods in elki.datasource.filter.transform that return MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	AbstractSupervisedProjectionVectorFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	ClassicMultidimensionalScalingTransform.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	FastMultidimensionalScalingTransform.filter(MultipleObjectsBundle objects)

Methods in elki.datasource.filter.transform with parameters of type MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	AbstractSupervisedProjectionVectorFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	ClassicMultidimensionalScalingTransform.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	FastMultidimensionalScalingTransform.filter(MultipleObjectsBundle objects)

Uses of MultipleObjectsBundle in elki.datasource.filter.typeconversions

Methods in elki.datasource.filter.typeconversions that return MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	ClassLabelFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	ExternalIDFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	SplitNumberVectorFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	UncertainifyFilter.filter(MultipleObjectsBundle objects)

Methods in elki.datasource.filter.typeconversions with parameters of type MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	ClassLabelFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	ExternalIDFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	SplitNumberVectorFilter.filter(MultipleObjectsBundle objects)
MultipleObjectsBundle	UncertainifyFilter.filter(MultipleObjectsBundle objects)

Uses of MultipleObjectsBundle in elki.datasource.parser

Methods in elki.datasource.parser that return MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	AbstractStreamingParser.asMultipleObjectsBundle()
MultipleObjectsBundle	AbstractStreamingParser.parse(java.io.InputStream in)
MultipleObjectsBundle	ArffParser.parse(java.io.InputStream instream)
MultipleObjectsBundle	Parser.parse(java.io.InputStream in)	Returns a list of the objects parsed from the specified input stream.
MultipleObjectsBundle	StringParser.parse(java.io.InputStream in)

Methods in elki.datasource.parser with parameters of type MultipleObjectsBundle

Modifier and Type	Method	Description
private void	ArffParser.setupBundleHeaders(java.util.ArrayList<java.lang.String> names, int[] targ, TypeInformation[] etyp, int[] dimsize, MultipleObjectsBundle bundle, boolean sparse)	Setup the headers for the object bundle.

Uses of MultipleObjectsBundle in elki.evaluation.classification.holdout

Fields in elki.evaluation.classification.holdout declared as MultipleObjectsBundle

Modifier and Type	Field	Description
protected MultipleObjectsBundle	AbstractHoldout.bundle	Input data bundle.
private MultipleObjectsBundle	TrainingAndTestSet.test	The test data.
private MultipleObjectsBundle	TrainingAndTestSet.training	The training data.

Methods in elki.evaluation.classification.holdout that return MultipleObjectsBundle

Modifier and Type	Method	Description
MultipleObjectsBundle	TrainingAndTestSet.getTest()	Returns the test data set.
MultipleObjectsBundle	TrainingAndTestSet.getTraining()	Returns the training data set.

Methods in elki.evaluation.classification.holdout with parameters of type MultipleObjectsBundle

Modifier and Type	Method	Description
static java.util.ArrayList<ClassLabel>	AbstractHoldout.allClassLabels(MultipleObjectsBundle bundle)	Get an array of all class labels in a given data set.
static java.util.ArrayList<ClassLabel>	AbstractHoldout.allClassLabels(MultipleObjectsBundle bundle, int col)	Get an array of all class labels in a given data set.
static int	AbstractHoldout.findClassLabelColumn(MultipleObjectsBundle bundle)	Find the class label column in the given data set.
void	AbstractHoldout.initialize(MultipleObjectsBundle bundle)
void	DisjointCrossValidation.initialize(MultipleObjectsBundle bundle)
void	Holdout.initialize(MultipleObjectsBundle bundle)	Initialize the holdout procedure for a data set.
void	LeaveOneOut.initialize(MultipleObjectsBundle bundle)
void	RandomizedCrossValidation.initialize(MultipleObjectsBundle bundle)
void	StratifiedCrossValidation.initialize(MultipleObjectsBundle bundle)

Constructors in elki.evaluation.classification.holdout with parameters of type MultipleObjectsBundle

Constructor	Description
TrainingAndTestSet(MultipleObjectsBundle training, MultipleObjectsBundle test, java.util.ArrayList<ClassLabel> labels)	Provides a pair of training and test data sets out of the given two databases.