Uses of Interface
de.lmu.ifi.dbs.elki.result.ResultProcessor

Packages that use ResultProcessor

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.clustering	Evaluation of clustering results.
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.result	Result types, representation and handling
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.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.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.visunproj	Visualizers that do not use a particular projection.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.application.jsmap

Classes in de.lmu.ifi.dbs.elki.application.jsmap that implement ResultProcessor

Modifier and Type	Class and Description
class	JSONResultHandler Handle results by serving them via a web server to mapping applications.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.evaluation

Subinterfaces of ResultProcessor in de.lmu.ifi.dbs.elki.evaluation

Modifier and Type	Interface and Description
interface	Evaluator Interface for post-algorithm evaluations, such as histograms, outlier score evaluations, ...

Classes in de.lmu.ifi.dbs.elki.evaluation that implement ResultProcessor

Modifier and Type	Class and Description
class	AutomaticEvaluation Evaluator that tries to auto-run a number of evaluation methods.
class	NoAutomaticEvaluation No-operation evaluator, that only serves the purpose of explicitely disabling the default value of AutomaticEvaluation, if you do not want evaluation to run.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.evaluation.clustering

Classes in de.lmu.ifi.dbs.elki.evaluation.clustering that implement ResultProcessor

Modifier and Type	Class and Description
class	EvaluateClustering Evaluate a clustering result by comparing it to an existing cluster label.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.evaluation.clustering.pairsegments

Classes in de.lmu.ifi.dbs.elki.evaluation.clustering.pairsegments that implement ResultProcessor

Modifier and Type	Class and Description
class	ClusterPairSegmentAnalysis Evaluate clustering results by building segments for their pairs: shared pairs and differences.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.evaluation.histogram

Classes in de.lmu.ifi.dbs.elki.evaluation.histogram that implement ResultProcessor

Modifier and Type	Class and Description
class	ComputeOutlierHistogram Compute a Histogram to evaluate a ranking algorithm.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.evaluation.index

Classes in de.lmu.ifi.dbs.elki.evaluation.index that implement ResultProcessor

Modifier and Type	Class and Description
class	IndexPurity Compute the purity of index pages as a naive measure for performance capabilities using the Gini index.
class	IndexStatistics Simple index analytics, which includes the toString() dump of index information.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.evaluation.outlier

Classes in de.lmu.ifi.dbs.elki.evaluation.outlier that implement ResultProcessor

Modifier and Type	Class and Description
class	JudgeOutlierScores Compute a Histogram to evaluate a ranking algorithm.
class	OutlierPrecisionAtKCurve Compute a curve containing the precision values for an outlier detection method.
class	OutlierPrecisionRecallCurve Compute a curve containing the precision values for an outlier detection method.
class	OutlierROCCurve Compute a ROC curve to evaluate a ranking algorithm and compute the corresponding ROCAUC value.
class	OutlierSmROCCurve Smooth ROC curves are a variation of classic ROC curves that takes the scores into account.
class	OutlierThresholdClustering Pseudo clustering algorithm that builds clusters based on their outlier score.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.evaluation.similaritymatrix

Classes in de.lmu.ifi.dbs.elki.evaluation.similaritymatrix that implement ResultProcessor

Modifier and Type	Class and Description
class	ComputeSimilarityMatrixImage<O> Compute a similarity matrix for a distance function.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.result

Subinterfaces of ResultProcessor in de.lmu.ifi.dbs.elki.result

Modifier and Type	Interface and Description
interface	ResultHandler Interface for any class that can handle results

Classes in de.lmu.ifi.dbs.elki.result that implement ResultProcessor

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	LogResultStructureResultHandler A result handler to help with ELKI development that will just show the structure of the result object.
class	ResultWriter Result handler that feeds the data into a TextWriter.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization

Classes in de.lmu.ifi.dbs.elki.visualization that implement ResultProcessor

Modifier and Type	Class and Description
class	ExportVisualizations Class that automatically generates all visualizations and exports them into SVG files.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.gui

Classes in de.lmu.ifi.dbs.elki.visualization.gui that implement ResultProcessor

Modifier and Type	Class and Description
class	ResultVisualizer Handler to process and visualize a Result.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.projector

Subinterfaces of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.projector

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.

Classes in de.lmu.ifi.dbs.elki.visualization.projector that implement ResultProcessor

Modifier and Type	Class and Description
class	HistogramFactory Produce one-dimensional projections.
class	OPTICSProjectorFactory Produce OPTICS plot projections
class	ParallelPlotFactory Produce parallel axes projections.
class	ScatterPlotFactory Produce scatterplot projections.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.visualizers

Subinterfaces of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.visualizers

Modifier and Type	Interface and Description
interface	VisFactory Defines the requirements for a visualizer.

Classes in de.lmu.ifi.dbs.elki.visualization.visualizers that implement ResultProcessor

Modifier and Type	Class and Description
class	AbstractVisFactory Abstract superclass for Visualizers (aka: Visualization Factories).

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.visualizers.histogram

Classes in de.lmu.ifi.dbs.elki.visualization.visualizers.histogram that implement ResultProcessor

Modifier and Type	Class and Description
class	ColoredHistogramVisualizer Generates a SVG-Element containing a histogram representing the distribution of the database's objects.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.visualizers.optics

Classes in de.lmu.ifi.dbs.elki.visualization.visualizers.optics that implement ResultProcessor

Modifier and Type	Class and Description
class	OPTICSClusterVisualization Visualize the clusters and cluster hierarchy found by OPTICS on the OPTICS Plot.
class	OPTICSPlotCutVisualization Visualizes a cut in an OPTICS Plot to select an Epsilon value and generate a new clustering result.
class	OPTICSPlotSelectionVisualization Handle the marker in an OPTICS plot.
class	OPTICSPlotVisualizer Visualize an OPTICS result by constructing an OPTICS plot for it.
class	OPTICSSteepAreaVisualization Visualize the steep areas found in an OPTICS plot

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.visualizers.pairsegments

Classes in de.lmu.ifi.dbs.elki.visualization.visualizers.pairsegments that implement ResultProcessor

Modifier and Type	Class and Description
class	CircleSegmentsVisualizer Visualizer to draw circle segments of clusterings and enable interactive selection of segments.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.visualizers.parallel

Classes in de.lmu.ifi.dbs.elki.visualization.visualizers.parallel that implement ResultProcessor

Modifier and Type	Class and Description
class	AxisReorderVisualization Interactive SVG-Elements for reordering the axes.
class	AxisVisibilityVisualization Layer for controlling axis visbility in parallel coordinates.
class	LineVisualization Generates data lines.
class	ParallelAxisVisualization Generates a SVG-Element containing axes, including labeling.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.visualizers.parallel.cluster

Classes in de.lmu.ifi.dbs.elki.visualization.visualizers.parallel.cluster that implement ResultProcessor

Modifier and Type	Class and Description
class	ClusterOutlineVisualization Generates a SVG-Element that visualizes the area covered by a cluster.
class	ClusterParallelMeanVisualization Generates a SVG-Element that visualizes cluster means.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.visualizers.parallel.index

Classes in de.lmu.ifi.dbs.elki.visualization.visualizers.parallel.index that implement ResultProcessor

Modifier and Type	Class and Description
class	RTreeParallelVisualization Visualize the of an R-Tree based index.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.visualizers.parallel.selection

Classes in de.lmu.ifi.dbs.elki.visualization.visualizers.parallel.selection that implement ResultProcessor

Modifier and Type	Class and Description
class	SelectionAxisRangeVisualization Visualizer for generating an SVG-Element representing the selected range.
class	SelectionLineVisualization Visualizer for generating SVG-Elements representing the selected objects
class	SelectionToolAxisRangeVisualization Tool-Visualization for the tool to select axis ranges
class	SelectionToolLineVisualization Tool-Visualization for the tool to select objects

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot

Classes in de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot that implement ResultProcessor

Modifier and Type	Class and Description
class	AxisVisualization Generates a SVG-Element containing axes, including labeling.
class	MarkerVisualization Visualize e.g. a clustering using different markers for different clusters.
class	PolygonVisualization Renders PolygonsObject in the data set.
class	ReferencePointsVisualization The actual visualization instance, for a single projection
class	ToolBox2DVisualization Renders a tool box on the left of the 2D visualization
class	TooltipScoreVisualization Generates a SVG-Element containing Tooltips.
class	TooltipStringVisualization Generates a SVG-Element containing Tooltips.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.cluster

Classes in de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.cluster that implement ResultProcessor

Modifier and Type	Class and Description
class	ClusterHullVisualization Visualizer for generating an SVG-Element containing the convex hull / alpha shape of each cluster.
class	ClusterMeanVisualization Visualize the mean of a KMeans-Clustering
class	ClusterOrderVisualization Cluster order visualizer: connect objects via the spanning tree the cluster order represents.
class	EMClusterVisualization Visualizer for generating SVG-Elements containing ellipses for first, second and third standard deviation
class	VoronoiVisualization Visualizer drawing Voronoi cells for k-means clusterings.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.density

Classes in de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.density that implement ResultProcessor

Modifier and Type	Class and Description
class	DensityEstimationOverlay A simple density estimation visualization, based on a simple kernel-density in the projection, not the actual data!

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.index

Classes in de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.index that implement ResultProcessor

Modifier and Type	Class and Description
class	TreeMBRVisualization Visualize the bounding rectangles of an R-Tree based index.
class	TreeSphereVisualization Visualize the bounding sphere of a metric index.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.outlier

Classes in de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.outlier that implement ResultProcessor

Modifier and Type	Class and Description
class	BubbleVisualization Generates a SVG-Element containing bubbles.
class	COPVectorVisualization Visualize error vectors as produced by COP.

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.selection

Classes in de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.selection that implement ResultProcessor

Modifier and Type	Class and Description
class	DistanceFunctionVisualization Factory for visualizers to generate an SVG-Element containing dots as markers representing the kNN of the selected Database objects.
class	MoveObjectsToolVisualization Tool to move the currently selected objects.
class	SelectionConvexHullVisualization Visualizer for generating an SVG-Element containing the convex hull of the selected points
class	SelectionCubeVisualization Visualizer for generating an SVG-Element containing a cube as marker representing the selected range for each dimension
class	SelectionDotVisualization Visualizer for generating an SVG-Element containing dots as markers representing the selected Database's objects.
class	SelectionToolCubeVisualization Tool-Visualization for the tool to select ranges.
class	SelectionToolDotVisualization Tool-Visualization for the tool to select objects

Uses of ResultProcessor in de.lmu.ifi.dbs.elki.visualization.visualizers.visunproj

Classes in de.lmu.ifi.dbs.elki.visualization.visualizers.visunproj that implement ResultProcessor

Modifier and Type	Class and Description
class	ClusterEvaluationVisualization Pseudo-Visualizer, that lists the cluster evaluation results found.
class	HistogramVisualization Visualizer to draw histograms.
class	KeyVisualization Visualizer, displaying the key for a clustering.
class	LabelVisualization Trivial "visualizer" that displays a static label.
class	PixmapVisualizer Visualize an arbitrary pixmap result.
class	SettingsVisualization Pseudo-Visualizer, that lists the settings of the algorithm-
class	SimilarityMatrixVisualizer Visualize a similarity matrix with object labels
class	XYCurveVisualization Visualizer to render a simple 2D curve such as a ROC curve.