Package | Description |
---|---|
de.lmu.ifi.dbs.elki |
ELKI framework "Environment for Developing KDD-Applications Supported by Index-Structures".
|
de.lmu.ifi.dbs.elki.algorithm |
Algorithms suitable as a task for the
KDDTask main routine. |
de.lmu.ifi.dbs.elki.algorithm.benchmark |
Benchmarking pseudo algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.classification |
Classification algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical |
Hierarchical agglomerative clustering (HAC).
|
de.lmu.ifi.dbs.elki.algorithm.clustering.optics |
OPTICS family of clustering algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.subspace |
Axis-parallel subspace clustering algorithms
The clustering algorithms in this package are instances of both, projected clustering algorithms or
subspace clustering algorithms according to the classical but somewhat obsolete classification schema
of clustering algorithms for axis-parallel subspaces.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.uncertain |
Clustering algorithms for uncertain data.
|
de.lmu.ifi.dbs.elki.algorithm.itemsetmining |
Algorithms for frequent itemset mining such as APRIORI.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.meta |
Meta outlier detection algorithms: external scores, score rescaling.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood |
Spatial outlier neighborhood classes
|
de.lmu.ifi.dbs.elki.algorithm.statistics |
Statistical analysis algorithms
The algorithms in this package perform statistical analysis of the data
(e.g. compute distributions, distance distributions etc.)
|
de.lmu.ifi.dbs.elki.application.jsmap |
JavaScript based map client - server architecture.
|
de.lmu.ifi.dbs.elki.data |
Basic classes for different data types, database object types and label types.
|
de.lmu.ifi.dbs.elki.data.model |
Cluster models classes for various algorithms.
|
de.lmu.ifi.dbs.elki.database |
ELKI database layer - loading, storing, indexing and accessing data
|
de.lmu.ifi.dbs.elki.database.datastore |
General data store layer API (along the lines of
Map<DBID, T> - use everywhere!) |
de.lmu.ifi.dbs.elki.database.datastore.memory |
Memory data store implementation for ELKI.
|
de.lmu.ifi.dbs.elki.database.relation |
Relations, materialized and virtual (views).
|
de.lmu.ifi.dbs.elki.evaluation |
Functionality for the evaluation of algorithms.
|
de.lmu.ifi.dbs.elki.evaluation.classification |
Evaluation of classification algorithms.
|
de.lmu.ifi.dbs.elki.evaluation.clustering |
Evaluation of clustering results.
|
de.lmu.ifi.dbs.elki.evaluation.clustering.internal |
Internal evaluation measures for clusterings.
|
de.lmu.ifi.dbs.elki.evaluation.clustering.pairsegments |
Pair-segment analysis of multiple clusterings.
|
de.lmu.ifi.dbs.elki.evaluation.histogram |
Functionality for the evaluation of algorithms using histograms.
|
de.lmu.ifi.dbs.elki.evaluation.index |
Simple index evaluation methods
|
de.lmu.ifi.dbs.elki.evaluation.outlier |
Evaluate an outlier score using a misclassification based cost model.
|
de.lmu.ifi.dbs.elki.evaluation.similaritymatrix |
Render a distance matrix to visualize a clustering-distance-combination.
|
de.lmu.ifi.dbs.elki.index |
Index structure implementations
|
de.lmu.ifi.dbs.elki.index.distancematrix |
Precomputed distance matrix.
|
de.lmu.ifi.dbs.elki.index.idistance |
iDistance is a distance based indexing technique, using a reference points embedding.
|
de.lmu.ifi.dbs.elki.index.invertedlist |
Indexes using inverted lists.
|
de.lmu.ifi.dbs.elki.index.lsh |
Locality Sensitive Hashing
|
de.lmu.ifi.dbs.elki.index.preprocessed |
Index structure based on preprocessors
|
de.lmu.ifi.dbs.elki.index.preprocessed.knn |
Indexes providing KNN and rKNN data.
|
de.lmu.ifi.dbs.elki.index.preprocessed.localpca |
Index using a preprocessed local PCA.
|
de.lmu.ifi.dbs.elki.index.preprocessed.preference |
Indexes storing preference vectors.
|
de.lmu.ifi.dbs.elki.index.preprocessed.snn |
Indexes providing nearest neighbor sets
|
de.lmu.ifi.dbs.elki.index.projected |
Projected indexes for data.
|
de.lmu.ifi.dbs.elki.index.tree |
Tree-based index structures
|
de.lmu.ifi.dbs.elki.index.tree.metrical |
Tree-based index structures for metrical vector spaces.
|
de.lmu.ifi.dbs.elki.index.tree.metrical.covertree |
Cover-tree variations.
|
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants |
M-Tree and variants.
|
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees |
Metrical index structures based on the concepts of the M-Tree
supporting processing of reverse k nearest neighbor queries by
using the k-nn distances of the entries.
|
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees.mkapp | |
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees.mkcop | |
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees.mkmax | |
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees.mktab | |
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mtree | |
de.lmu.ifi.dbs.elki.index.tree.spatial |
Tree-based index structures for spatial indexing.
|
de.lmu.ifi.dbs.elki.index.tree.spatial.kd |
K-d-tree and variants.
|
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants |
R*-Tree and variants.
|
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.deliclu | |
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.flat | |
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rdknn | |
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rstar | |
de.lmu.ifi.dbs.elki.index.vafile |
Vector Approximation File
|
de.lmu.ifi.dbs.elki.math.geometry |
Algorithms from computational geometry.
|
de.lmu.ifi.dbs.elki.result |
Result types, representation and handling
|
de.lmu.ifi.dbs.elki.result.outlier |
Outlier result classes
|
de.lmu.ifi.dbs.elki.result.textwriter |
Text serialization (CSV, Gnuplot, Console, ...)
|
de.lmu.ifi.dbs.elki.visualization |
Visualization package of ELKI.
|
de.lmu.ifi.dbs.elki.visualization.gui |
Package to provide a visualization GUI.
|
de.lmu.ifi.dbs.elki.visualization.gui.detail |
Classes for managing a detail view.
|
de.lmu.ifi.dbs.elki.visualization.gui.overview |
Classes for managing the overview plot.
|
de.lmu.ifi.dbs.elki.visualization.opticsplot |
Code for drawing OPTICS plots
|
de.lmu.ifi.dbs.elki.visualization.visualizers |
Visualizers for various results
|
de.lmu.ifi.dbs.elki.visualization.visualizers.histogram |
Visualizers based on 1D projected histograms.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.optics |
Visualizers that do work on OPTICS plots
|
de.lmu.ifi.dbs.elki.visualization.visualizers.pairsegments |
Visualizers for inspecting cluster differences using pair counting segments.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.parallel |
Visualizers based on parallel coordinates.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.parallel.cluster |
Visualizers for clustering results based on parallel coordinates.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.parallel.index |
Visualizers for index structure based on parallel coordinates.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.parallel.selection |
Visualizers for object selection based on parallel projections.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot |
Visualizers based on scatterplots.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.cluster |
Visualizers for clustering results based on 2D projections.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.density |
Visualizers for data set density in a scatterplot projection.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.index |
Visualizers for index structures based on 2D projections.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.outlier |
Visualizers for outlier scores based on 2D projections.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.selection |
Visualizers for object selection based on 2D projections.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.uncertain |
Visualizers for uncertain data.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.thumbs |
Thumbnail "Visualizers" (that take care of refreshing thumbnails)
|
de.lmu.ifi.dbs.elki.visualization.visualizers.visunproj |
Visualizers that do not use a particular projection.
|
de.lmu.ifi.dbs.elki.workflow |
Work flow packages, e.g. following the usual KDD model, closely related to CRISP-DM
|
tutorial.clustering |
Classes from the tutorial on implementing a custom k-means variation.
|
tutorial.outlier |
Class and Description |
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ResultHierarchy
Class to store a hierarchy of result objects.
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Class and Description |
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CollectionResult
Simple 'collection' type of result.
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Result
Interface for arbitrary result objects.
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Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
HierarchicalResult
Result with an internal hierarchy.
|
IterableResult
Interface of an "iterable" result (e.g. a list, table) that can be printed one-by-one.
|
OrderingResult
Interface for a result providing an object ordering.
|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
HierarchicalResult
Result with an internal hierarchy.
|
OrderingResult
Interface for a result providing an object ordering.
|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
EvaluationResult
Abstract evaluation result.
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
Class and Description |
---|
FrequentItemsetsResult
Result class for Apriori Algorithm.
|
Class and Description |
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Result
Interface for arbitrary result objects.
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
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CollectionResult
Simple 'collection' type of result.
|
HistogramResult
Histogram result.
|
Result
Interface for arbitrary result objects.
|
ScalesResult
Class to keep shared scales across visualizers.
|
Class and Description |
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Result
Interface for arbitrary result objects.
|
ResultHandler
Interface for any class that can handle results
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
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AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
EvaluationResult
Abstract evaluation result.
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
HistogramResult
Histogram result.
|
Result
Interface for arbitrary result objects.
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
CollectionResult
Simple 'collection' type of result.
|
HierarchicalResult
Result with an internal hierarchy.
|
IterableResult
Interface of an "iterable" result (e.g. a list, table) that can be printed one-by-one.
|
Result
Interface for arbitrary result objects.
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
CollectionResult
Simple 'collection' type of result.
|
EvaluationResult
Abstract evaluation result.
|
HierarchicalResult
Result with an internal hierarchy.
|
IterableResult
Interface of an "iterable" result (e.g. a list, table) that can be printed one-by-one.
|
Result
Interface for arbitrary result objects.
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
PixmapResult
Result encapsulating a single image.
|
Result
Interface for arbitrary result objects.
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
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Result
Interface for arbitrary result objects.
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Class and Description |
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Result
Interface for arbitrary result objects.
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Class and Description |
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Result
Interface for arbitrary result objects.
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Class and Description |
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Result
Interface for arbitrary result objects.
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Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
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Result
Interface for arbitrary result objects.
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Class and Description |
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Result
Interface for arbitrary result objects.
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Class and Description |
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Result
Interface for arbitrary result objects.
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Class and Description |
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Result
Interface for arbitrary result objects.
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Class and Description |
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Result
Interface for arbitrary result objects.
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Class and Description |
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Result
Interface for arbitrary result objects.
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Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
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Result
Interface for arbitrary result objects.
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Class and Description |
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Result
Interface for arbitrary result objects.
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Class and Description |
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Result
Interface for arbitrary result objects.
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Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
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Result
Interface for arbitrary result objects.
|
Class and Description |
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AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
ClusteringVectorDumper
Class to output a clustering result in a simple and compact ascii format:
whitespace separated cluster indexes
This format can be read using
ClusteringVectorParser for meta
analysis, or read as clustering using
ExternalClustering . |
CollectionResult
Simple 'collection' type of result.
|
DBIDSelection
Class representing selected Database-IDs and/or a selection range.
|
EvaluationResult
Abstract evaluation result.
|
EvaluationResult.Measurement
Class representing a single measurement.
|
EvaluationResult.MeasurementGroup
A group of evaluation measurements.
|
HierarchicalResult
Result with an internal hierarchy.
|
IterableResult
Interface of an "iterable" result (e.g. a list, table) that can be printed one-by-one.
|
KMLOutputHandler
Class to handle KML output.
|
OrderingResult
Interface for a result providing an object ordering.
|
Result
Interface for arbitrary result objects.
|
ResultHandler
Interface for any class that can handle results
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
ResultWriter
Result handler that feeds the data into a TextWriter.
|
SamplingResult
Wrapper for storing the current database sample.
|
ScalesResult
Class to keep shared scales across visualizers.
|
SelectionResult
Selection result wrapper.
|
SettingsResult
Result that keeps track of settings that were used in generating this
particular result.
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
HierarchicalResult
Result with an internal hierarchy.
|
OrderingResult
Interface for a result providing an object ordering.
|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
IterableResult
Interface of an "iterable" result (e.g. a list, table) that can be printed one-by-one.
|
OrderingResult
Interface for a result providing an object ordering.
|
Result
Interface for arbitrary result objects.
|
SettingsResult
Result that keeps track of settings that were used in generating this
particular result.
|
Class and Description |
---|
DBIDSelection
Class representing selected Database-IDs and/or a selection range.
|
Result
Interface for arbitrary result objects.
|
ResultHandler
Interface for any class that can handle results
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
SelectionResult
Selection result wrapper.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
ResultHandler
Interface for any class that can handle results
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
SamplingResult
Wrapper for storing the current database sample.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
---|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
SamplingResult
Wrapper for storing the current database sample.
|
Class and Description |
---|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
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ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
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ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
---|
ReferencePointsResult
Result used in passing the reference points to the visualizers.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
SamplingResult
Wrapper for storing the current database sample.
|
Class and Description |
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ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
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ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
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ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
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ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
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ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
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ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
---|
PixmapResult
Result encapsulating a single image.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
ResultHandler
Interface for any class that can handle results
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
ResultHandler
Interface for any class that can handle results
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.