Environment for
DeveLoping
KDD-Applications
Supported by Index-Structures

Uses of Class
de.lmu.ifi.dbs.elki.utilities.optionhandling.parameters.ObjectParameter

Packages that use ObjectParameter
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.outlier Outlier detection algorithms 
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.visualization Visualization applications in ELKI. 
de.lmu.ifi.dbs.elki.database ELKI database layer - loading, storing, indexing and accessing data 
de.lmu.ifi.dbs.elki.database.connection Database connections are classes implementing data sources. 
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.external Distance functions using external data sources. 
de.lmu.ifi.dbs.elki.evaluation.histogram Functionality for the evaluation of algorithms using histograms. 
de.lmu.ifi.dbs.elki.evaluation.roc Evaluation of rankings using ROC AUC (Receiver Operation Characteristics - Area Under Curve) 
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants M-Tree and variants. 
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rdknn RdKNNTree 
de.lmu.ifi.dbs.elki.math.linearalgebra.pca Principal Component Analysis (PCA) and Eigenvector processing. 
de.lmu.ifi.dbs.elki.parser Parsers for different file formats and data types. 
de.lmu.ifi.dbs.elki.preprocessing Preprocessors used for data preparation in a first step of various algorithms or distance and similarity measures. 
de.lmu.ifi.dbs.elki.visualization.visualizers.vis2d Visualizers based on 2D projections. 
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki
 

Fields in de.lmu.ifi.dbs.elki declared as ObjectParameter
private  ObjectParameter<Algorithm<O,Result>> KDDTask.ALGORITHM_PARAM
          Parameter to specify the algorithm to be applied, must extend Algorithm.
private  ObjectParameter<DatabaseConnection<O>> KDDTask.DATABASE_CONNECTION_PARAM
          Parameter to specify the database connection to be used, must extend DatabaseConnection.
private  ObjectParameter<Normalization<O>> KDDTask.NORMALIZATION_PARAM
          Optional Parameter to specify a normalization in order to use a database with normalized values.
private  ObjectParameter<ResultHandler<O,Result>> KDDTask.RESULT_HANDLER_PARAM
          Parameter to specify the result handler to be used, must extend ResultHandler.
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.algorithm
 

Fields in de.lmu.ifi.dbs.elki.algorithm declared as ObjectParameter
protected  ObjectParameter<DistanceFunction<O,D>> DistanceBasedAlgorithm.DISTANCE_FUNCTION_PARAM
          Parameter to specify the distance function to determine the distance between database objects, must extend DistanceFunction.
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.algorithm.clustering
 

Fields in de.lmu.ifi.dbs.elki.algorithm.clustering declared as ObjectParameter
private  ObjectParameter<DistanceFunction<V,DoubleDistance>> ProjectedDBSCAN.INNER_DISTANCE_FUNCTION_PARAM
          Parameter distance function
protected  ObjectParameter<AbstractLocallyWeightedDistanceFunction<V,?>> ProjectedDBSCAN.OUTER_DISTANCE_FUNCTION_PARAM
          Parameter to specify the distance function to determine the distance between database objects, must extend AbstractLocallyWeightedDistanceFunction .
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation
 

Fields in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation declared as ObjectParameter
protected  ObjectParameter<ClusteringAlgorithm<Clustering<Model>,V>> COPAC.PARTITION_ALGORITHM_PARAM
          Parameter to specify the clustering algorithm to apply to each partition, must extend ClusteringAlgorithm.
protected  ObjectParameter<LocalPCAPreprocessorBasedDistanceFunction<V,?,?>> COPAC.PARTITION_DISTANCE_PARAM
          Parameter to specify the distance function to use inside the partitions AbstractPreprocessorBasedDistanceFunction .
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace
 

Fields in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace declared as ObjectParameter
private  ObjectParameter<AbstractDimensionsSelectingDoubleDistanceFunction<V>> SUBCLU.DISTANCE_FUNCTION_PARAM
          The distance function to determine the distance between database objects.
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.algorithm.outlier
 

Fields in de.lmu.ifi.dbs.elki.algorithm.outlier declared as ObjectParameter
private  ObjectParameter<DistanceFunction<O,DoubleDistance>> LoOP.COMPARISON_DISTANCE_FUNCTION_PARAM
          The distance function to determine the reachability distance between database objects.
private  ObjectParameter<KernelFunction<V,DoubleDistance>> ABOD.KERNEL_FUNCTION_PARAM
          Parameter for Kernel function.
private  ObjectParameter<DistanceFunction<O,D>> LOF.REACHABILITY_DISTANCE_FUNCTION_PARAM
          The distance function to determine the reachability distance between database objects.
private  ObjectParameter<DistanceFunction<O,DoubleDistance>> LoOP.REFERENCE_DISTANCE_FUNCTION_PARAM
          The distance function to determine the reachability distance between database objects.
private  ObjectParameter<ReferencePointsHeuristic<V>> ReferenceBasedOutlierDetection.REFP_PARAM
          Parameter for the reference points heuristic.
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.application
 

Fields in de.lmu.ifi.dbs.elki.application declared as ObjectParameter
private  ObjectParameter<ComputeColorHistogram> ComputeSingleColorHistogram.COLORHIST_PARAM
          Class parameter for computing the color histogram.
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.application.cache
 

Fields in de.lmu.ifi.dbs.elki.application.cache declared as ObjectParameter
private  ObjectParameter<DatabaseConnection<O>> CacheFloatDistanceInOnDiskMatrix.DATABASE_CONNECTION_PARAM
          Parameter to specify the database connection to be used, must extend DatabaseConnection.
private  ObjectParameter<DatabaseConnection<O>> CacheDoubleDistanceInOnDiskMatrix.DATABASE_CONNECTION_PARAM
          Parameter to specify the database connection to be used, must extend DatabaseConnection.
private  ObjectParameter<DistanceFunction<O,D>> CacheFloatDistanceInOnDiskMatrix.DISTANCE_PARAM
          Parameter that specifies the name of the directory to be re-parsed.
private  ObjectParameter<DistanceFunction<O,D>> CacheDoubleDistanceInOnDiskMatrix.DISTANCE_PARAM
          Parameter that specifies the name of the directory to be re-parsed.
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.application.visualization
 

Fields in de.lmu.ifi.dbs.elki.application.visualization declared as ObjectParameter
private  ObjectParameter<DatabaseConnection<O>> KNNExplorer.DATABASE_CONNECTION_PARAM
          Parameter to specify the database connection to be used, must extend DatabaseConnection.
private  ObjectParameter<Normalization<O>> KNNExplorer.NORMALIZATION_PARAM
          Optional Parameter to specify a normalization in order to use a database with normalized values.
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.database
 

Fields in de.lmu.ifi.dbs.elki.database declared as ObjectParameter
private  ObjectParameter<MetricalIndex<O,D,N,E>> MetricalIndexDatabase.INDEX_PARAM
          Parameter to specify the metrical index to use.
private  ObjectParameter<SpatialIndex<O,N,E>> SpatialIndexDatabase.INDEX_PARAM
          Parameter to specify the spatial index to use.
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.database.connection
 

Fields in de.lmu.ifi.dbs.elki.database.connection declared as ObjectParameter
private  ObjectParameter<ClassLabel> AbstractDatabaseConnection.CLASS_LABEL_CLASS_PARAM
          Parameter to specify the association of occurring class labels, must extend ClassLabel.
private  ObjectParameter<Database<O>> AbstractDatabaseConnection.DATABASE_PARAM
          Parameter to specify the database to be provided by the parse method, must extend Database.
private  ObjectParameter<Parser<O>> InputStreamDatabaseConnection.PARSER_PARAM
          Parameter to specify the parser to provide a database, must extend Parser.
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.distance.distancefunction
 

Fields in de.lmu.ifi.dbs.elki.distance.distancefunction declared as ObjectParameter
private  ObjectParameter<KernelFunction<V,DoubleDistance>> KernelBasedLocallyWeightedDistanceFunction.KERNEL_FUNCTION_PARAM
          Parameter for the kernel function
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.distance.distancefunction.adapter
 

Fields in de.lmu.ifi.dbs.elki.distance.distancefunction.adapter declared as ObjectParameter
protected  ObjectParameter<NormalizedSimilarityFunction<V,DoubleDistance>> SimilarityAdapterAbstract.SIMILARITY_FUNCTION_PARAM
          Parameter to specify the similarity function to derive the distance between database objects from.
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.distance.distancefunction.external
 

Fields in de.lmu.ifi.dbs.elki.distance.distancefunction.external declared as ObjectParameter
private  ObjectParameter<DistanceParser<V,FloatDistance>> FileBasedFloatDistanceFunction.PARSER_PARAM
          Optional parameter to specify the parsers to provide a database, must extend DistanceParser.
private  ObjectParameter<DistanceParser<V,DoubleDistance>> FileBasedDoubleDistanceFunction.PARSER_PARAM
          Optional parameter to specify the parsers to provide a database, must extend DistanceParser.
 

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

Fields in de.lmu.ifi.dbs.elki.evaluation.histogram declared as ObjectParameter
private  ObjectParameter<Algorithm<O,Result>> ComputeOutlierHistogram.ALGORITHM_PARAM
          Parameter to specify the algorithm to be applied, must extend Algorithm.
private  ObjectParameter<ScalingFunction> ComputeOutlierHistogram.SCALING_PARAM
          Parameter to specify a scaling function to use.
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.evaluation.roc
 

Fields in de.lmu.ifi.dbs.elki.evaluation.roc declared as ObjectParameter
private  ObjectParameter<Algorithm<O,Result>> ComputeROCCurve.ALGORITHM_PARAM
          Parameter to specify the algorithm to be applied, must extend Algorithm.
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants
 

Fields in de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants declared as ObjectParameter
protected  ObjectParameter<DistanceFunction<O,D>> AbstractMTree.DISTANCE_FUNCTION_PARAM
          Parameter to specify the distance function to determine the distance between database objects, must extend DistanceFunction.
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rdknn
 

Fields in de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rdknn declared as ObjectParameter
private  ObjectParameter<SpatialDistanceFunction<O,D>> RdKNNTree.DISTANCE_FUNCTION_PARAM
          Parameter for distance function
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.math.linearalgebra.pca
 

Fields in de.lmu.ifi.dbs.elki.math.linearalgebra.pca declared as ObjectParameter
private  ObjectParameter<CovarianceMatrixBuilder<V,D>> PCARunner.COVARIANCE_PARAM
          Parameter to specify the class to compute the covariance matrix, must be a subclass of CovarianceMatrixBuilder.
private  ObjectParameter<EigenPairFilter> PCAFilteredRunner.EIGENPAIR_FILTER_PARAM
          Parameter to specify the filter for determination of the strong and weak eigenvectors, must be a subclass of EigenPairFilter.
private  ObjectParameter<WeightFunction> WeightedCovarianceMatrixBuilder.WEIGHT_PARAM
          Parameter to specify the weight function to use in weighted PCA, must implement WeightFunction .
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.parser
 

Fields in de.lmu.ifi.dbs.elki.parser declared as ObjectParameter
private  ObjectParameter<DistanceFunction<ExternalObject,D>> NumberDistanceParser.DISTANCE_FUNCTION_PARAM
          Parameter for distance function.
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.preprocessing
 

Fields in de.lmu.ifi.dbs.elki.preprocessing declared as ObjectParameter
 ObjectParameter<DistanceFunction<O,D>> MaterializeKNNPreprocessor.DISTANCE_FUNCTION_PARAM
          Parameter to indicate the distance function to be used to ascertain the nearest neighbors.
private  ObjectParameter<DistanceFunction<O,D>> SharedNearestNeighborsPreprocessor.DISTANCE_FUNCTION_PARAM
          Parameter to indicate the distance function to be used to ascertain the nearest neighbors.
private  ObjectParameter<DistanceFunction<V,D>> ProjectedDBSCANPreprocessor.DISTANCE_FUNCTION_PARAM
          Parameter distance function
protected  ObjectParameter<DistanceFunction<V,DoubleDistance>> LocalPCAPreprocessor.PCA_DISTANCE_PARAM
          Parameter to specify the distance function used for running PCA.
private  ObjectParameter<P> PreprocessorHandler.PREPROCESSOR_PARAM
          Parameter to specify the preprocessor to be used, must extend at least Preprocessor.
 

Uses of ObjectParameter in de.lmu.ifi.dbs.elki.visualization.visualizers.vis2d
 

Fields in de.lmu.ifi.dbs.elki.visualization.visualizers.vis2d declared as ObjectParameter
private  ObjectParameter<ScalingFunction> BubbleVisualizer.SCALING_PARAM
          Parameter for scaling functions Key: -bubble.scaling
 


Release 0.3 (2010-03-31_1612)