Uses of Class de.lmu.ifi.dbs.elki.datasource.bundle.MultipleObjectsBundle (ELKI: Environment for DeveLoping KDD-Applications Supported by Index-Structures)

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Packages that use MultipleObjectsBundle
Package	Description
de.lmu.ifi.dbs.elki.application	Base classes for stand alone applications.
de.lmu.ifi.dbs.elki.data.synthetic.bymodel	Generator using a distribution model specified in an XML configuration file.
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.
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(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`	RandomDoubleVectorDatabaseConnection.`loadData()`
`MultipleObjectsBundle`	PresortedBlindJoinDatabaseConnection.`loadData()`
`MultipleObjectsBundle`	MultipleObjectsBundleDatabaseConnection.`loadData()`
`MultipleObjectsBundle`	LabelJoinDatabaseConnection.`loadData()`
`MultipleObjectsBundle`	InputStreamDatabaseConnection.`loadData()`
`MultipleObjectsBundle`	GeneratorXMLDatabaseConnection.`loadData()`
`MultipleObjectsBundle`	ExternalIDJoinDatabaseConnection.`loadData()`
`MultipleObjectsBundle`	EmptyDatabaseConnection.`loadData()`
`MultipleObjectsBundle`	DatabaseConnection.`loadData()` Returns the initial data for a database.
`MultipleObjectsBundle`	DBIDRangeDatabaseConnection.`loadData()`
`MultipleObjectsBundle`	ConcatenateFilesDatabaseConnection.`loadData()`
`MultipleObjectsBundle`	BundleDatabaseConnection.`loadData()`
`MultipleObjectsBundle`	ArrayAdapterDatabaseConnection.`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, List<?> data)` Helper to add a single column to the bundle.
`MultipleObjectsBundle`	StreamFromBundle.`asMultipleObjectsBundle()`
`MultipleObjectsBundle`	BundleStreamSource.`asMultipleObjectsBundle()` Return (or collect) the stream as bundle.
`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, List<? extends V> data)` Helper to add a single column to the bundle.
`static <V1,V2> MultipleObjectsBundle`	MultipleObjectsBundle.`makeSimple(SimpleTypeInformation<? super V1> type1, List<? extends V1> data1, SimpleTypeInformation<? super V2> type2, List<? extends V2> data2)` Helper to add a single column to the bundle.
`static <V1,V2,V3> MultipleObjectsBundle`	MultipleObjectsBundle.`makeSimple(SimpleTypeInformation<? super V1> type1, List<? extends V1> data1, SimpleTypeInformation<? super V2> type2, List<? extends V2> data2, SimpleTypeInformation<? super V3> type3, 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`	NoOpFilter.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	FixedDBIDsFilter.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	AbstractStreamFilter.`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`	NoOpFilter.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	FixedDBIDsFilter.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	AbstractStreamFilter.`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`	ReplaceNaNWithRandomFilter.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	NoMissingValuesFilter.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	DropNaNFilter.`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`	ReplaceNaNWithRandomFilter.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	NoMissingValuesFilter.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	DropNaNFilter.`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`	IntegerRankTieNormalization.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	AttributeWiseMADNormalization.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	AttributeWiseCDFNormalization.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	AttributeWiseBetaNormalization.`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`	IntegerRankTieNormalization.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	AttributeWiseMADNormalization.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	AttributeWiseCDFNormalization.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	AttributeWiseBetaNormalization.`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`	FastMultidimensionalScalingTransform.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	ClassicMultidimensionalScalingTransform.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	AbstractSupervisedProjectionVectorFilter.`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`	FastMultidimensionalScalingTransform.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	ClassicMultidimensionalScalingTransform.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	AbstractSupervisedProjectionVectorFilter.`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`	UncertainifyFilter.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	SplitNumberVectorFilter.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	ExternalIDFilter.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	ClassLabelFilter.`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`	UncertainifyFilter.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	SplitNumberVectorFilter.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	ExternalIDFilter.`filter(MultipleObjectsBundle objects)`
`MultipleObjectsBundle`	ClassLabelFilter.`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`	StringParser.`parse(InputStream in)`
`MultipleObjectsBundle`	Parser.`parse(InputStream in)` Returns a list of the objects parsed from the specified input stream.
`MultipleObjectsBundle`	ArffParser.`parse(InputStream instream)`
`MultipleObjectsBundle`	AbstractStreamingParser.`parse(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(ArrayList<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 ArrayList<ClassLabel>`	AbstractHoldout.`allClassLabels(MultipleObjectsBundle bundle)` Get an array of all class labels in a given data set.
`static 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`	StratifiedCrossValidation.`initialize(MultipleObjectsBundle bundle)`
`void`	RandomizedCrossValidation.`initialize(MultipleObjectsBundle bundle)`
`void`	LeaveOneOut.`initialize(MultipleObjectsBundle bundle)`
`void`	Holdout.`initialize(MultipleObjectsBundle bundle)` Initialize the holdout procedure for a data set.
`void`	DisjointCrossValidation.`initialize(MultipleObjectsBundle bundle)`
`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, ArrayList<ClassLabel> labels)` Provides a pair of training and test data sets out of the given two databases.

ELKI Version 0.7.0

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Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.