Uses of Interface
elki.result.ResultProcessor

Packages that use ResultProcessor

Package	Description
elki.evaluation	Functionality for the evaluation of algorithms.
elki.evaluation.clustering	Evaluation of clustering results.
elki.evaluation.clustering.extractor	Classes to extract clusterings from hierarchical clustering.
elki.evaluation.clustering.internal	Internal evaluation measures for clusterings.
elki.evaluation.clustering.pairsegments	Pair-segment analysis of multiple clusterings.
elki.evaluation.index	Simple index evaluation methods.
elki.evaluation.outlier	Evaluate an outlier score using a misclassification based cost model.
elki.evaluation.similaritymatrix	Render a distance matrix to visualize a clustering-distance-combination.
elki.result	Result types, representation and handling.
elki.visualization.parallel3d	3DPC: 3D parallel coordinate plot visualization for ELKI.
tutorial.outlier	Tutorials on implementing outlier detection methods in ELKI.

Uses of ResultProcessor in elki.evaluation

Subinterfaces of ResultProcessor in elki.evaluation

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

Classes in elki.evaluation that implement ResultProcessor

Modifier and Type	Class	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 elki.evaluation.clustering

Classes in elki.evaluation.clustering that implement ResultProcessor

Modifier and Type	Class	Description
class	EvaluateClustering	Evaluate a clustering result by comparing it to an existing cluster label.
class	LogClusterSizes	This class will log simple statistics on the clusters detected, such as the cluster sizes and the number of clusters.

Uses of ResultProcessor in elki.evaluation.clustering.extractor

Classes in elki.evaluation.clustering.extractor that implement ResultProcessor

Modifier and Type	Class	Description
class	CutDendrogramByHeightExtractor	Extract clusters from a hierarchical clustering, during the evaluation phase.
class	CutDendrogramByNumberOfClustersExtractor	Extract clusters from a hierarchical clustering, during the evaluation phase.
class	HDBSCANHierarchyExtractionEvaluator	Extract clusters from a hierarchical clustering, during the evaluation phase.
class	SimplifiedHierarchyExtractionEvaluator	Extract clusters from a hierarchical clustering, during the evaluation phase.

Uses of ResultProcessor in elki.evaluation.clustering.internal

Classes in elki.evaluation.clustering.internal that implement ResultProcessor

Modifier and Type	Class	Description
class	CIndex<O>	Compute the C-index of a data set.
class	ClusterRadius	Evaluate a clustering by the (weighted) cluster radius.
class	ConcordantPairsGammaTau	Compute the Gamma Criterion of a data set.
class	DaviesBouldinIndex	Compute the Davies-Bouldin index of a data set.
class	DBCV<O>	Compute the Density-Based Clustering Validation Index.
class	PBMIndex	Compute the PBM index of a clustering
class	Silhouette<O>	Compute the silhouette of a data set.
class	SimplifiedSilhouette	Compute the simplified silhouette of a data set.
class	SquaredErrors	Evaluate a clustering by reporting the squared errors (SSE, SSQ), as used by k-means.
class	VarianceRatioCriterion	Compute the Variance Ratio Criterion of a data set, also known as Calinski-Harabasz index.

Uses of ResultProcessor in elki.evaluation.clustering.pairsegments

Classes in elki.evaluation.clustering.pairsegments that implement ResultProcessor

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

Uses of ResultProcessor in elki.evaluation.index

Classes in elki.evaluation.index that implement ResultProcessor

Modifier and Type	Class	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 elki.evaluation.outlier

Classes in elki.evaluation.outlier that implement ResultProcessor

Modifier and Type	Class	Description
class	ComputeOutlierHistogram	Compute a Histogram to evaluate a ranking algorithm.
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	OutlierPrecisionRecallGainCurve	Compute a curve containing the precision gain and revall gain values for an outlier detection method.
class	OutlierRankingEvaluation	Evaluate outlier scores by their ranking
class	OutlierROCCurve	Compute a ROC curve to evaluate a ranking algorithm and compute the corresponding AUROC 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 elki.evaluation.similaritymatrix

Classes in elki.evaluation.similaritymatrix that implement ResultProcessor

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

Uses of ResultProcessor in elki.result

Subinterfaces of ResultProcessor in elki.result

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

Classes in elki.result that implement ResultProcessor

Modifier and Type	Class	Description
class	AutomaticVisualization	Handler to process and visualize a Result.
class	ClusteringVectorDumper	Output a clustering result in a simple and compact ascii format: whitespace separated cluster indexes
class	DiscardResultHandler	A dummy result handler that discards the actual result, for use in benchmarks.
class	ExportVisualizations	Class that automatically generates all visualizations and exports them into SVG files.
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 elki.visualization.parallel3d

Classes in elki.visualization.parallel3d that implement ResultProcessor

Modifier and Type	Class	Description
class	OpenGL3DParallelCoordinates<O extends NumberVector>	Simple JOGL2 based parallel coordinates visualization.

Uses of ResultProcessor in tutorial.outlier

Classes in tutorial.outlier that implement ResultProcessor

Modifier and Type	Class	Description
class	SimpleScoreDumper	Simple example output handler for processing outlier scores.