Uses of Class
de.lmu.ifi.dbs.elki.datasource.bundle.MultipleObjectsBundle

Packages that use MultipleObjectsBundle

Package	Description
de.lmu.ifi.dbs.elki.application	Base classes for standalone applications.
de.lmu.ifi.dbs.elki.data.synthetic.bymodel	Generator using a distribution model specified in an XML configuration file GeneratorXMLSpec is a standalone application that loads an XML specification file and generates a synthetic data set according to the specifications given.
de.lmu.ifi.dbs.elki.database	ELKI database layer - loading, storing, indexing and accessing data
de.lmu.ifi.dbs.elki.datasource	Data normalization (and reconstitution) of data sets
de.lmu.ifi.dbs.elki.datasource.bundle	Object bundles - exchange container for multi-represented objects
de.lmu.ifi.dbs.elki.datasource.filter	Data filtering, in particular for normalization and projection
de.lmu.ifi.dbs.elki.datasource.filter.cleaning	Filters for data cleaning.
de.lmu.ifi.dbs.elki.datasource.filter.normalization.columnwise	Normalizations operating on columns / variates; where each column is treated independently.
de.lmu.ifi.dbs.elki.datasource.filter.selection	Filters for selecting and sorting data to process.
de.lmu.ifi.dbs.elki.datasource.filter.transform	Data space transformations
de.lmu.ifi.dbs.elki.datasource.filter.typeconversions	Filters to perform data type conversions.
de.lmu.ifi.dbs.elki.datasource.parser	Parsers for different file formats and data types The general use-case for any parser is to create objects out of an InputStream (e.g. by reading a data file).
de.lmu.ifi.dbs.elki.evaluation.classification.holdout	Holdout and cross-validation strategies for evaluating classifiers.

Uses of MultipleObjectsBundle in de.lmu.ifi.dbs.elki.application

Methods in de.lmu.ifi.dbs.elki.application with parameters of type MultipleObjectsBundle

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

Uses of MultipleObjectsBundle in de.lmu.ifi.dbs.elki.data.synthetic.bymodel

Methods in de.lmu.ifi.dbs.elki.data.synthetic.bymodel that return MultipleObjectsBundle

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

Uses of MultipleObjectsBundle in de.lmu.ifi.dbs.elki.database

Methods in de.lmu.ifi.dbs.elki.database that return MultipleObjectsBundle

Modifier and Type	Method and 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 de.lmu.ifi.dbs.elki.datasource

Fields in de.lmu.ifi.dbs.elki.datasource declared as MultipleObjectsBundle

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

Methods in de.lmu.ifi.dbs.elki.datasource that return MultipleObjectsBundle

Modifier and Type	Method and 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	DatabaseConnection.loadData() Returns the initial data for a database.
MultipleObjectsBundle	GeneratorXMLDatabaseConnection.loadData()
MultipleObjectsBundle	ArrayAdapterDatabaseConnection.loadData()
MultipleObjectsBundle	RandomDoubleVectorDatabaseConnection.loadData()
MultipleObjectsBundle	EmptyDatabaseConnection.loadData()
MultipleObjectsBundle	ExternalIDJoinDatabaseConnection.loadData()
MultipleObjectsBundle	LabelJoinDatabaseConnection.loadData()
MultipleObjectsBundle	BundleDatabaseConnection.loadData()
MultipleObjectsBundle	ConcatenateFilesDatabaseConnection.loadData()
MultipleObjectsBundle	PresortedBlindJoinDatabaseConnection.loadData()
MultipleObjectsBundle	InputStreamDatabaseConnection.loadData()
MultipleObjectsBundle	DBIDRangeDatabaseConnection.loadData()
MultipleObjectsBundle	MultipleObjectsBundleDatabaseConnection.loadData()

Methods in de.lmu.ifi.dbs.elki.datasource with parameters of type MultipleObjectsBundle

Modifier and Type	Method and 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 de.lmu.ifi.dbs.elki.datasource with parameters of type MultipleObjectsBundle

Constructor and Description
MultipleObjectsBundleDatabaseConnection(MultipleObjectsBundle bundle) Constructor.

Uses of MultipleObjectsBundle in de.lmu.ifi.dbs.elki.datasource.bundle

Fields in de.lmu.ifi.dbs.elki.datasource.bundle declared as MultipleObjectsBundle

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

Methods in de.lmu.ifi.dbs.elki.datasource.bundle that return MultipleObjectsBundle

Modifier and Type	Method and Description
MultipleObjectsBundle	MultipleObjectsBundle.appendColumn(SimpleTypeInformation<?> type, java.util.List<?> data) Helper to add a single column to the bundle.
MultipleObjectsBundle	BundleStreamSource.asMultipleObjectsBundle() Return (or collect) the stream as bundle.
MultipleObjectsBundle	StreamFromBundle.asMultipleObjectsBundle()
MultipleObjectsBundle	BundleReader.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 de.lmu.ifi.dbs.elki.datasource.bundle with parameters of type MultipleObjectsBundle

Constructor and Description
StreamFromBundle(MultipleObjectsBundle bundle) Constructor.

Uses of MultipleObjectsBundle in de.lmu.ifi.dbs.elki.datasource.filter

Methods in de.lmu.ifi.dbs.elki.datasource.filter that return MultipleObjectsBundle

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

Methods in de.lmu.ifi.dbs.elki.datasource.filter with parameters of type MultipleObjectsBundle

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

Uses of MultipleObjectsBundle in de.lmu.ifi.dbs.elki.datasource.filter.cleaning

Methods in de.lmu.ifi.dbs.elki.datasource.filter.cleaning that return MultipleObjectsBundle

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

Methods in de.lmu.ifi.dbs.elki.datasource.filter.cleaning with parameters of type MultipleObjectsBundle

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

Uses of MultipleObjectsBundle in de.lmu.ifi.dbs.elki.datasource.filter.normalization.columnwise

Methods in de.lmu.ifi.dbs.elki.datasource.filter.normalization.columnwise that return MultipleObjectsBundle

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

Methods in de.lmu.ifi.dbs.elki.datasource.filter.normalization.columnwise with parameters of type MultipleObjectsBundle

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

Uses of MultipleObjectsBundle in de.lmu.ifi.dbs.elki.datasource.filter.selection

Methods in de.lmu.ifi.dbs.elki.datasource.filter.selection that return MultipleObjectsBundle

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

Methods in de.lmu.ifi.dbs.elki.datasource.filter.selection with parameters of type MultipleObjectsBundle

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

Uses of MultipleObjectsBundle in de.lmu.ifi.dbs.elki.datasource.filter.transform

Methods in de.lmu.ifi.dbs.elki.datasource.filter.transform that return MultipleObjectsBundle

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

Methods in de.lmu.ifi.dbs.elki.datasource.filter.transform with parameters of type MultipleObjectsBundle

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

Uses of MultipleObjectsBundle in de.lmu.ifi.dbs.elki.datasource.filter.typeconversions

Methods in de.lmu.ifi.dbs.elki.datasource.filter.typeconversions that return MultipleObjectsBundle

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

Methods in de.lmu.ifi.dbs.elki.datasource.filter.typeconversions with parameters of type MultipleObjectsBundle

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

Uses of MultipleObjectsBundle in de.lmu.ifi.dbs.elki.datasource.parser

Methods in de.lmu.ifi.dbs.elki.datasource.parser that return MultipleObjectsBundle

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

Methods in de.lmu.ifi.dbs.elki.datasource.parser with parameters of type MultipleObjectsBundle

Modifier and Type	Method and 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 de.lmu.ifi.dbs.elki.evaluation.classification.holdout

Fields in de.lmu.ifi.dbs.elki.evaluation.classification.holdout declared as MultipleObjectsBundle

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

Methods in de.lmu.ifi.dbs.elki.evaluation.classification.holdout that return MultipleObjectsBundle

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

Methods in de.lmu.ifi.dbs.elki.evaluation.classification.holdout with parameters of type MultipleObjectsBundle

Modifier and Type	Method and 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	RandomizedCrossValidation.initialize(MultipleObjectsBundle bundle)
void	LeaveOneOut.initialize(MultipleObjectsBundle bundle)
void	StratifiedCrossValidation.initialize(MultipleObjectsBundle bundle)
void	DisjointCrossValidation.initialize(MultipleObjectsBundle bundle)
void	Holdout.initialize(MultipleObjectsBundle bundle) Initialize the holdout procedure for a data set.
void	AbstractHoldout.initialize(MultipleObjectsBundle bundle)

Constructors in de.lmu.ifi.dbs.elki.evaluation.classification.holdout with parameters of type MultipleObjectsBundle

Constructor and 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.