Package | Description |
---|---|
de.lmu.ifi.dbs.elki |
ELKI framework "Environment for Developing KDD-Applications Supported by Index-Structures"
KDDTask is the main class of the ELKI-Framework
for command-line interaction. |
de.lmu.ifi.dbs.elki.algorithm.outlier |
Outlier detection algorithms
|
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.database |
ELKI database layer - loading, storing, indexing and accessing data
|
de.lmu.ifi.dbs.elki.database.relation |
Relations, materialized and virtual (views).
|
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.paircounting |
Evaluation of clustering results via pair counting.
|
de.lmu.ifi.dbs.elki.evaluation.roc |
Evaluation of rankings using ROC AUC (Receiver Operation Characteristics - Area Under Curve)
|
de.lmu.ifi.dbs.elki.evaluation.similaritymatrix |
Render a distance matrix to visualize a clustering-distance-combination.
|
de.lmu.ifi.dbs.elki.result |
Result types, representation and handling
|
de.lmu.ifi.dbs.elki.result.optics |
Result classes for OPTICS.
|
de.lmu.ifi.dbs.elki.result.outlier |
Outlier result classes
|
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.overview |
Classes for managing the overview plot.
|
de.lmu.ifi.dbs.elki.visualization.projections |
Visualization projections
|
de.lmu.ifi.dbs.elki.visualization.projector |
Projectors are responsible for finding appropriate projections for data relations.
|
de.lmu.ifi.dbs.elki.visualization.visualizers |
Visualizers for various results
|
de.lmu.ifi.dbs.elki.visualization.visualizers.optics |
Visualizers that do work on OPTICS plots
|
de.lmu.ifi.dbs.elki.visualization.visualizers.vis1d |
Visualizers based on 1D projections.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.vis2d |
Visualizers based on 2D projections.
|
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
|
Modifier and Type | Field and Description |
---|---|
private HierarchicalResult |
KDDTask.result
The result object.
|
Modifier and Type | Class and Description |
---|---|
protected static class |
SOD.SODProxyScoreResult
Proxy class that converts a model result to an actual SOD score result.
|
Modifier and Type | Field and Description |
---|---|
private HierarchicalResult |
JSONWebServer.result
The result tree we serve
|
Modifier and Type | Method and Description |
---|---|
void |
JSONResultHandler.processNewResult(HierarchicalResult baseResult,
Result newResult) |
Constructor and Description |
---|
JSONWebServer(int port,
HierarchicalResult result)
Constructor.
|
Modifier and Type | Class and Description |
---|---|
class |
Clustering<M extends Model>
Result class for clusterings.
|
Modifier and Type | Interface and Description |
---|---|
interface |
Database
Database specifies the requirements for any database implementation.
|
interface |
UpdatableDatabase
Database API with updates.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractDatabase
Abstract base class for database API implementations.
|
class |
HashmapDatabase
Provides a mapping for associations based on a Hashtable and functions to get
the next usable ID for insertion, making IDs reusable after deletion of the
entry.
|
class |
ProxyDatabase
A proxy database to use e.g. for projections and partitions.
|
class |
StaticArrayDatabase
This database class uses array-based storage and thus does not allow for
dynamic insert, delete and update operations.
|
Modifier and Type | Interface and Description |
---|---|
interface |
Relation<O>
An object representation from a database
|
Modifier and Type | Class and Description |
---|---|
class |
ConvertToStringView
Representation adapter that uses toString() to produce a string
representation.
|
class |
DBIDView
Pseudo-representation that is the object ID itself.
|
class |
MaterializedRelation<O>
Represents a single representation.
|
class |
ProxyView<O>
A virtual partitioning of the database.
|
Modifier and Type | Method and Description |
---|---|
void |
ComputeOutlierHistogram.processNewResult(HierarchicalResult baseResult,
Result result) |
Modifier and Type | Class and Description |
---|---|
class |
IndexStatistics.IndexMetaResult
Result class.
|
Modifier and Type | Method and Description |
---|---|
void |
IndexStatistics.processNewResult(HierarchicalResult baseResult,
Result result) |
Modifier and Type | Class and Description |
---|---|
class |
JudgeOutlierScores.ScoreResult
Result object for outlier score judgements.
|
Modifier and Type | Method and Description |
---|---|
void |
JudgeOutlierScores.processNewResult(HierarchicalResult baseResult,
Result result) |
Modifier and Type | Class and Description |
---|---|
static class |
EvaluatePairCountingFMeasure.ScoreResult
Result object for outlier score judgements.
|
Modifier and Type | Method and Description |
---|---|
void |
EvaluatePairCountingFMeasure.processNewResult(HierarchicalResult baseResult,
Result result) |
Modifier and Type | Class and Description |
---|---|
static class |
ComputeROCCurve.ROCResult
Result object for ROC curves.
|
Modifier and Type | Method and Description |
---|---|
void |
ComputeROCCurve.processNewResult(HierarchicalResult baseResult,
Result result) |
Modifier and Type | Method and Description |
---|---|
void |
ComputeSimilarityMatrixImage.processNewResult(HierarchicalResult baseResult,
Result result) |
Modifier and Type | Class and Description |
---|---|
class |
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
class |
AprioriResult
Result class for Apriori Algorithm.
|
class |
BasicResult
Basic class for a result.
|
class |
CollectionResult<O>
Simple 'collection' type of result.
|
class |
HistogramResult<O>
Histogram result.
|
class |
KNNDistanceOrderResult<D extends Distance<D>>
Wraps a list containing the knn distances.
|
class |
OrderingFromDataStore<T extends Comparable<T>>
Result class providing an ordering backed by a hashmap.
|
class |
ReferencePointsResult<O>
Result used in passing the reference points to the visualizers.
|
class |
SettingsResult
Result that keeps track of settings that were used in generating this
particular result.
|
Modifier and Type | Method and Description |
---|---|
static void |
ResultUtil.addChildResult(HierarchicalResult parent,
Result child)
Add a child result.
|
void |
ResultProcessor.processNewResult(HierarchicalResult baseResult,
Result newResult)
Process a result.
|
void |
ResultWriter.processNewResult(HierarchicalResult baseresult,
Result result) |
void |
DiscardResultHandler.processNewResult(HierarchicalResult baseResult,
Result newResult) |
void |
KMLOutputHandler.processNewResult(HierarchicalResult baseResult,
Result newResult) |
Modifier and Type | Class and Description |
---|---|
class |
ClusterOrderResult<D extends Distance<D>>
Class to store the result of an ordering clustering algorithm such as OPTICS.
|
(package private) class |
ClusterOrderResult.PredecessorAdapter
Result containing the predecessor ID.
|
(package private) class |
ClusterOrderResult.ReachabilityDistanceAdapter
Result containing the reachability distances.
|
Modifier and Type | Class and Description |
---|---|
class |
OutlierResult
Wrap a typical Outlier result, keeping direct references to the main result
parts.
|
Modifier and Type | Field and Description |
---|---|
private HierarchicalResult |
VisualizerContext.result
The full result object
|
Modifier and Type | Method and Description |
---|---|
HierarchicalResult |
VisualizerContext.getResult()
Get the full result object
|
Modifier and Type | Method and Description |
---|---|
VisualizerContext |
VisualizerParameterizer.newContext(HierarchicalResult result)
Make a new visualization context
|
private void |
VisualizerContext.processNewResult(HierarchicalResult baseResult,
Result newResult)
Process a particular result.
|
Constructor and Description |
---|
VisualizerContext(HierarchicalResult result,
StyleLibrary stylelib,
Collection<ProjectorFactory> projectors,
Collection<VisFactory> factories,
Pattern hideVisualizers)
Constructor.
|
Modifier and Type | Field and Description |
---|---|
private HierarchicalResult |
ResultWindow.result
Result to visualize
|
Modifier and Type | Method and Description |
---|---|
void |
ResultVisualizer.processNewResult(HierarchicalResult top,
Result result) |
Constructor and Description |
---|
ResultWindow(String title,
HierarchicalResult result,
VisualizerContext context)
Constructor.
|
Modifier and Type | Field and Description |
---|---|
private HierarchicalResult |
OverviewPlot.result
Result we work on.
|
Constructor and Description |
---|
OverviewPlot(HierarchicalResult result,
VisualizerContext context)
Constructor.
|
Modifier and Type | Interface and Description |
---|---|
interface |
Projection
Base interface used for projections in the ELKI visualizers.
|
interface |
Projection1D
Interface for projections that have a specialization to only compute the first component.
|
interface |
Projection2D
Projections that have specialized methods to only compute the first two
dimensions of the projection.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractProjection
Abstract base projection class.
|
class |
AbstractSimpleProjection
Abstract base class for "simple" projections.
|
class |
AffineProjection
Affine projections are the most general class.
|
class |
Simple1D
Dimension-selecting 1D projection.
|
class |
Simple2D
Dimension-selecting 2D projection.
|
Modifier and Type | Interface and Description |
---|---|
interface |
Projector
A projector is responsible for adding projections to the visualization.
|
Modifier and Type | Class and Description |
---|---|
class |
HistogramProjector<V extends NumberVector<?,?>>
ScatterPlotProjector is responsible for producing a set of scatterplot
visualizations.
|
class |
OPTICSProjector<D extends Distance<D>>
Projection for OPTICS plots.
|
class |
ScatterPlotProjector<V extends NumberVector<?,?>>
ScatterPlotProjector is responsible for producing a set of scatterplot
visualizations.
|
Modifier and Type | Method and Description |
---|---|
void |
HistogramFactory.processNewResult(HierarchicalResult baseResult,
Result newResult) |
void |
OPTICSProjectorFactory.processNewResult(HierarchicalResult baseResult,
Result newResult) |
void |
ScatterPlotFactory.processNewResult(HierarchicalResult baseResult,
Result newResult) |
void |
ProjectorFactory.processNewResult(HierarchicalResult baseResult,
Result newResult)
Add projections for the given result (tree) to the result tree.
|
Modifier and Type | Method and Description |
---|---|
static VisualizerContext |
VisualizerUtil.getContext(HierarchicalResult baseResult)
Find the visualizer context in a result tree.
|
void |
VisFactory.processNewResult(HierarchicalResult baseResult,
Result newResult)
Add visualizers for the given result (tree) to the context.
|
Modifier and Type | Method and Description |
---|---|
void |
OPTICSPlotCutVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
OPTICSSteepAreaVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
OPTICSPlotVisualizer.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
OPTICSPlotSelectionVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
OPTICSClusterVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
Modifier and Type | Method and Description |
---|---|
void |
P1DHistogramVisualizer.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
Modifier and Type | Method and Description |
---|---|
void |
TreeMBRVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
ClusterMeanVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
MoveObjectsToolVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
AxisVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
TooltipScoreVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
SelectionConvexHullVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
SelectionDotVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
PolygonVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
ToolBox2DVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
SelectionToolCubeVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
ClusteringVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
EMClusterVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
SelectionCubeVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
TooltipStringVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
ClusterConvexHullVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
ClusterOrderVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
BubbleVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
DotVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
SelectionToolDotVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
ReferencePointsVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
TreeSphereVisualization.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
Modifier and Type | Method and Description |
---|---|
void |
SettingsVisFactory.processNewResult(HierarchicalResult baseResult,
Result newResult) |
void |
SimilarityMatrixVisualizer.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
KeyVisFactory.processNewResult(HierarchicalResult baseResult,
Result newResult) |
void |
ClusterEvaluationVisFactory.processNewResult(HierarchicalResult baseResult,
Result newResult) |
void |
LabelVisFactory.processNewResult(HierarchicalResult baseResult,
Result newResult) |
void |
PixmapVisualizer.Factory.processNewResult(HierarchicalResult baseResult,
Result result) |
void |
HistogramVisFactory.processNewResult(HierarchicalResult baseResult,
Result newResult) |
void |
CurveVisFactory.processNewResult(HierarchicalResult baseResult,
Result result) |
Modifier and Type | Field and Description |
---|---|
private HierarchicalResult |
EvaluationStep.result
The result we last processed.
|
Modifier and Type | Method and Description |
---|---|
HierarchicalResult |
EvaluationStep.getResult() |
HierarchicalResult |
AlgorithmStep.getResult()
Get the algorithm result.
|
HierarchicalResult |
AlgorithmStep.runAlgorithms(Database database)
Run algorithms.
|
Modifier and Type | Method and Description |
---|---|
void |
EvaluationStep.runEvaluators(HierarchicalResult r,
Database db) |
void |
OutputStep.runResultHandlers(HierarchicalResult result)
Run the result handlers.
|