| 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 |
Algorithms suitable as a task for the
KDDTask main routine. |
| de.lmu.ifi.dbs.elki.algorithm.clustering |
Clustering algorithms
Clustering algorithms are supposed to implement the
Algorithm-Interface. |
| de.lmu.ifi.dbs.elki.algorithm.clustering.correlation |
Correlation 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.trivial |
Trivial clustering algorithms: all in one, no clusters, label clusterings
These methods are mostly useful for providing a reference result in evaluation.
|
| de.lmu.ifi.dbs.elki.algorithm.outlier |
Outlier detection algorithms
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.meta |
Meta outlier detection algorithms: external scores, score rescaling.
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.spatial |
Spatial outlier detection algorithms
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood |
Spatial outlier neighborhood classes
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood.weighted |
Weighted Neighborhood definitions.
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.trivial |
Trivial outlier detection algorithms: no outliers, all outliers, label outliers.
|
| 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 |
Base classes for stand alone applications.
|
| de.lmu.ifi.dbs.elki.application.cache |
Utility applications for the persistence layer such as distance cache builders.
|
| de.lmu.ifi.dbs.elki.application.jsmap |
JavaScript based map client - server architecture.
|
| de.lmu.ifi.dbs.elki.application.visualization |
Visualization applications in ELKI.
|
| de.lmu.ifi.dbs.elki.data |
Basic classes for different data types, database object types and label types.
|
| de.lmu.ifi.dbs.elki.data.images |
Package for processing image data (e.g. compute color histograms)
|
| de.lmu.ifi.dbs.elki.database |
ELKI database layer - loading, storing, indexing and accessing data
|
| de.lmu.ifi.dbs.elki.datasource |
Data normalization (and reconstitution) of data sets.
|
| de.lmu.ifi.dbs.elki.datasource.filter |
Data filtering, in particular for normalization and projection.
|
| de.lmu.ifi.dbs.elki.datasource.parser |
Parsers for different file formats and data types.
|
| de.lmu.ifi.dbs.elki.distance.distancefunction |
Distance functions for use within ELKI.
|
| de.lmu.ifi.dbs.elki.distance.distancefunction.adapter |
Distance functions deriving distances from e.g. similarity measures
|
| de.lmu.ifi.dbs.elki.distance.distancefunction.colorhistogram |
Distance functions using correlations.
|
| de.lmu.ifi.dbs.elki.distance.distancefunction.correlation |
Distance functions using correlations.
|
| de.lmu.ifi.dbs.elki.distance.distancefunction.external |
Distance functions using external data sources.
|
| de.lmu.ifi.dbs.elki.distance.distancefunction.geo |
Geographic (earth) distance functions.
|
| de.lmu.ifi.dbs.elki.distance.distancefunction.subspace |
Distance functions based on subspaces.
|
| de.lmu.ifi.dbs.elki.distance.distancefunction.timeseries |
Distance functions designed for time series.
|
| de.lmu.ifi.dbs.elki.distance.similarityfunction |
Similarity functions.
|
| de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel |
Kernel functions.
|
| de.lmu.ifi.dbs.elki.index |
Index structure implementations
|
| 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.preprocessed.subspaceproj |
Index using a preprocessed local subspaces.
|
| de.lmu.ifi.dbs.elki.index.tree |
Tree-based index structures
|
| 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.rstarvariants |
R*-Tree and variants.
|
| de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.bulk |
Packages for bulk-loading R*-Trees.
|
| de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.deliclu | |
| de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rstar | |
| de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.util |
Utilities for R*-Tree and variants.
|
| de.lmu.ifi.dbs.elki.math.linearalgebra.pca |
Principal Component Analysis (PCA) and Eigenvector processing.
|
| de.lmu.ifi.dbs.elki.math.linearalgebra.pca.weightfunctions |
Weight functions used in weighted PCA via
WeightedCovarianceMatrixBuilder |
| de.lmu.ifi.dbs.elki.result |
Result types, representation and handling
|
| de.lmu.ifi.dbs.elki.result.textwriter |
Text serialization (CSV, Gnuplot, Console, ...)
|
| de.lmu.ifi.dbs.elki.utilities |
Utility and helper classes - commonly used data structures, output formatting, exceptions, ...
|
| de.lmu.ifi.dbs.elki.utilities.optionhandling |
Parameter handling and option descriptions.
|
| de.lmu.ifi.dbs.elki.utilities.referencepoints |
Package containing strategies to obtain reference points
Shared code for various algorithms that use reference points.
|
| de.lmu.ifi.dbs.elki.utilities.scaling |
Scaling functions: linear, logarithmic, gamma, clipping, ...
|
| de.lmu.ifi.dbs.elki.utilities.scaling.outlier |
Scaling of Outlier scores, that require a statistical analysis of the occurring values
|
| 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.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
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
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| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
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| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
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| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
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| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
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| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
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| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
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| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
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| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
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| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
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| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| QueryStatistic
Provides some statistics about queries
using a filter-refinement architecture.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| QueryStatistic
Provides some statistics about queries
using a filter-refinement architecture.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| HandlerList
Manages a list of handlers for objects.
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| Class and Description |
|---|
| ConstantObject
ConstantObject provides a parent class for constant objects, that are
immutable and unique by class and name.
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| Class and Description |
|---|
| ConstantObject
ConstantObject provides a parent class for constant objects, that are
immutable and unique by class and name.
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| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|
| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
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| Class and Description |
|---|
| InspectionUtilFrequentlyScanned
Marker interface for classes that are frequently scanned for by the UI
(i.e.
|