Package | Description |
---|---|
de.lmu.ifi.dbs.elki.application.jsmap |
JavaScript based map client - server architecture.
|
de.lmu.ifi.dbs.elki.evaluation |
Functionality for the evaluation of algorithms.
|
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.visualization.gui |
Package to provide a visualization GUI.
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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.
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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.
|
Modifier and Type | Class and Description |
---|---|
class |
JSONResultHandler
Handle results by serving them via a web server to mapping applications.
|
Modifier and Type | Interface and Description |
---|---|
interface |
Evaluator
Interface for post-algorithm evaluations, such as histograms, outlier score
evaluations, ...
|
Modifier and Type | Class and Description |
---|---|
class |
ComputeOutlierHistogram
Compute a Histogram to evaluate a ranking algorithm.
|
Modifier and Type | Class and Description |
---|---|
class |
IndexStatistics
Simple index analytics, which includes the toString() dump of index
information.
|
Modifier and Type | Class and Description |
---|---|
class |
JudgeOutlierScores
Compute a Histogram to evaluate a ranking algorithm.
|
Modifier and Type | Class and Description |
---|---|
class |
EvaluatePairCountingFMeasure
Evaluate a clustering result by comparing it to an existing cluster label.
|
Modifier and Type | Class and Description |
---|---|
class |
ComputeROCCurve
Compute a ROC curve to evaluate a ranking algorithm and compute the
corresponding ROCAUC value.
|
Modifier and Type | Class and Description |
---|---|
class |
ComputeSimilarityMatrixImage<O>
Compute a similarity matrix for a distance function.
|
Modifier and Type | Interface and Description |
---|---|
interface |
ResultHandler
Interface for any class that can handle results
|
Modifier and Type | Class and Description |
---|---|
class |
DiscardResultHandler
A dummy result handler that discards the actual result, for use in
benchmarks.
|
class |
KMLOutputHandler
Class to handle KML output.
|
class |
ResultWriter
Result handler that feeds the data into a TextWriter
|
Modifier and Type | Class and Description |
---|---|
class |
ResultVisualizer
Handler to process and visualize a Result.
|
Modifier and Type | Interface and Description |
---|---|
interface |
ProjectorFactory
A projector is responsible for adding projections to the visualization by
detecting appropriate relations in the database.
|
Modifier and Type | Class and Description |
---|---|
class |
HistogramFactory
Produce one-dimensional projections.
|
class |
OPTICSProjectorFactory
Produce OPTICS plot projections
|
class |
ScatterPlotFactory
Produce scatterplot projections.
|
Modifier and Type | Interface and Description |
---|---|
interface |
VisFactory
Defines the requirements for a visualizer.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractVisFactory
Abstract superclass for Visualizers (aka: Visualization Factories).
|
Modifier and Type | Class and Description |
---|---|
static class |
OPTICSClusterVisualization.Factory
Factory class for OPTICS plot selections.
|
static class |
OPTICSPlotCutVisualization.Factory
Factory class
|
static class |
OPTICSPlotSelectionVisualization.Factory
Factory class for OPTICS plot selections.
|
static class |
OPTICSPlotVisualizer.Factory
Factory class for OPTICS plot.
|
static class |
OPTICSSteepAreaVisualization.Factory
Factory class for OPTICS plot selections.
|
Modifier and Type | Class and Description |
---|---|
static class |
P1DHistogramVisualizer.Factory<NV extends NumberVector<NV,?>>
Visualizer factory for 1D histograms
|
Modifier and Type | Class and Description |
---|---|
static class |
AxisVisualization.Factory<NV extends NumberVector<NV,?>>
Factory for axis visualizations
|
static class |
BubbleVisualization.Factory<NV extends NumberVector<NV,?>>
Factory for producing bubble visualizations
|
static class |
ClusterConvexHullVisualization.Factory<NV extends NumberVector<NV,?>>
Factory for visualizers to generate an SVG-Element containing the convex
hull of a cluster.
|
static class |
ClusteringVisualization.Factory<NV extends NumberVector<NV,?>>
Visualization factory
|
static class |
ClusterMeanVisualization.Factory<NV extends NumberVector<NV,?>>
Factory for visualizers to generate an SVG-Element containing a marker for
the mean in a KMeans-Clustering
|
static class |
ClusterOrderVisualization.Factory<NV extends NumberVector<NV,?>>
Visualize an OPTICS cluster order by drawing connection lines.
|
static class |
DotVisualization.Factory<NV extends NumberVector<NV,?>>
The visualization factory
|
static class |
EMClusterVisualization.Factory<NV extends NumberVector<NV,?>>
Visualizer for generating SVG-Elements containing ellipses for first,
second and third standard deviation
|
static class |
MoveObjectsToolVisualization.Factory<NV extends NumberVector<NV,?>>
Factory for tool visualizations for changing objects in the database
|
static class |
PolygonVisualization.Factory
The visualization factory
|
static class |
ReferencePointsVisualization.Factory<NV extends NumberVector<NV,?>>
Generates a SVG-Element visualizing reference points.
|
static class |
SelectionConvexHullVisualization.Factory<NV extends NumberVector<NV,?>>
Factory for visualizers to generate an SVG-Element containing the convex
hull of the selected points
|
static class |
SelectionCubeVisualization.Factory<NV extends NumberVector<NV,?>>
Factory for visualizers to generate an SVG-Element containing a cube as
marker representing the selected range for each dimension
|
static class |
SelectionDotVisualization.Factory<NV extends NumberVector<NV,?>>
Factory for visualizers to generate an SVG-Element containing dots as
markers representing the selected Database's objects.
|
static class |
SelectionToolCubeVisualization.Factory<NV extends NumberVector<NV,?>>
Factory for tool visualizations for selecting ranges and the inclosed
objects
|
static class |
SelectionToolDotVisualization.Factory<NV extends NumberVector<NV,?>>
Factory for tool visualizations for selecting objects
|
static class |
ToolBox2DVisualization.Factory<NV extends NumberVector<NV,?>>
Factory for visualizers for a toolbox
|
static class |
TooltipScoreVisualization.Factory<NV extends NumberVector<NV,?>>
Factory for tooltip visualizers
|
static class |
TooltipStringVisualization.Factory<NV extends NumberVector<NV,?>>
Factory
|
static class |
TreeMBRVisualization.Factory<NV extends NumberVector<NV,?>>
Factory
|
static class |
TreeSphereVisualization.Factory<NV extends NumberVector<NV,?>>
Factory
|
Modifier and Type | Class and Description |
---|---|
class |
ClusterEvaluationVisFactory
Pseudo-Visualizer, that lists the cluster evaluation results found.
|
class |
CurveVisFactory
Visualizer to render a simple 2D curve such as a ROC curve.
|
class |
HistogramVisFactory
Visualizer to draw histograms.
|
class |
KeyVisFactory
Pseudo-Visualizer, that gives the key for a clustering.
|
class |
LabelVisFactory
Trivial "visualizer" that displays a static label.
|
static class |
PixmapVisualizer.Factory
Factory class for pixmap visualizers.
|
class |
SettingsVisFactory
Pseudo-Visualizer, that lists the settings of the algorithm-
|
static class |
SimilarityMatrixVisualizer.Factory
Factory class for pixmap visualizers.
|