Package | Description |
---|---|
de.lmu.ifi.dbs.elki.algorithm |
Algorithms suitable as a task for the
KDDTask main routine. |
de.lmu.ifi.dbs.elki.algorithm.benchmark |
Benchmarking pseudo algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.classification |
Classification algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.clustering |
Clustering algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.affinitypropagation |
Affinity Propagation (AP) clustering.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.biclustering |
Biclustering algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.correlation |
Correlation clustering algorithms
|
de.lmu.ifi.dbs.elki.algorithm.clustering.em |
Expectation-Maximization clustering algorithm.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan |
Generalized DBSCAN.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical |
Hierarchical agglomerative clustering (HAC).
|
de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical.extraction |
Extraction of partitional clusterings from hierarchical results.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans |
K-means clustering and variations.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.parallel |
Parallelized implementations of k-means.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.meta |
Meta clustering algorithms, that get their result from other clusterings or external sources.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.onedimensional |
Clustering algorithms for one-dimensional data.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.optics |
OPTICS family of clustering algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.subspace |
Axis-parallel subspace clustering algorithms.
|
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.clustering.uncertain |
Clustering algorithms for uncertain data.
|
de.lmu.ifi.dbs.elki.algorithm.itemsetmining |
Algorithms for frequent itemset mining such as APRIORI.
|
de.lmu.ifi.dbs.elki.algorithm.outlier |
Outlier detection algorithms
|
de.lmu.ifi.dbs.elki.algorithm.outlier.anglebased |
Angle-based outlier detection algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.clustering |
Clustering based outlier detection.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.distance |
Distance-based outlier detection algorithms, such as DBOutlier and kNN.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.distance.parallel |
Parallel implementations of distance-based outlier detectors.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.intrinsic |
Outlier detection algorithms based on intrinsic dimensionality.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.lof |
LOF family of outlier detection algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.lof.parallel |
Parallelized variants of LOF.
|
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.subspace |
Subspace outlier detection methods.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.svm |
Support-Vector-Machines for outlier detection.
|
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.
|
de.lmu.ifi.dbs.elki.data |
Basic classes for different data types, database object types and label types.
|
de.lmu.ifi.dbs.elki.data.projection |
Data projections.
|
de.lmu.ifi.dbs.elki.data.type |
Data type information, also used for type restrictions.
|
de.lmu.ifi.dbs.elki.database |
ELKI database layer - loading, storing, indexing and accessing data
|
de.lmu.ifi.dbs.elki.database.relation |
Relations, materialized and virtual (views).
|
de.lmu.ifi.dbs.elki.datasource.bundle |
Object bundles - exchange container for multi-represented objects.
|
de.lmu.ifi.dbs.elki.datasource.filter |
Data filtering, in particular for normalization and projection.
|
de.lmu.ifi.dbs.elki.datasource.filter.normalization |
Data normalization.
|
de.lmu.ifi.dbs.elki.datasource.filter.normalization.columnwise |
Normalizations operating on columns / variates; where each column is treated independently.
|
de.lmu.ifi.dbs.elki.datasource.filter.normalization.instancewise |
Instancewise normalization, where each instance is normalized independently.
|
de.lmu.ifi.dbs.elki.datasource.filter.transform |
Data space transformations.
|
de.lmu.ifi.dbs.elki.datasource.filter.typeconversions |
Filters to perform data type conversions.
|
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.geo |
Geographic (earth) distance functions.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.minkowski |
Minkowski space L_p norms such as the popular Euclidean and Manhattan distances.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.probabilistic |
Distance from probability theory, mostly divergences such as K-L-divergence, J-divergence.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.set |
Distance functions for binary and set type data.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.strings |
Distance functions for strings.
|
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.cluster |
Similarity measures for comparing clusters.
|
de.lmu.ifi.dbs.elki.evaluation.clustering.extractor |
Classes to extract clusterings from hierarchical clustering.
|
de.lmu.ifi.dbs.elki.index |
Index structure implementations
|
de.lmu.ifi.dbs.elki.index.distancematrix |
Precomputed distance matrix.
|
de.lmu.ifi.dbs.elki.index.idistance |
iDistance is a distance based indexing technique, using a reference points embedding.
|
de.lmu.ifi.dbs.elki.index.invertedlist |
Indexes using inverted lists.
|
de.lmu.ifi.dbs.elki.index.lsh |
Locality Sensitive Hashing
|
de.lmu.ifi.dbs.elki.index.lsh.hashfamilies |
Hash function families for LSH.
|
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.projected |
Projected indexes for data.
|
de.lmu.ifi.dbs.elki.index.tree.metrical.covertree |
Cover-tree variations.
|
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants |
M-Tree and variants.
|
de.lmu.ifi.dbs.elki.index.tree.spatial.kd |
K-d-tree and variants.
|
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants |
R*-Tree and variants.
|
de.lmu.ifi.dbs.elki.index.vafile |
Vector Approximation File
|
de.lmu.ifi.dbs.elki.result |
Result types, representation and handling
|
de.lmu.ifi.dbs.elki.utilities |
Utility and helper classes - commonly used data structures, output formatting, exceptions, ...
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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VectorFieldTypeInformation
Type information to specify that a type has a fixed dimensionality.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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FieldTypeInformation
Types with a fixed dimensionality (e.g. vector fields, but also e.g. polygon
types)
TODO: implement polygon and rectangle types!
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MultivariateSeriesTypeInformation
Type information for multi-variate time series.
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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TypeInformationSerializer
Class to handle the serialization and deserialization of type information.
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VectorFieldTypeInformation
Type information to specify that a type has a fixed dimensionality.
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VectorTypeInformation
Construct a type information for vector spaces with fixed dimensionality.
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Class and Description |
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NoSupportedDataTypeException
Exception thrown when no supported data type was found.
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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VectorFieldTypeInformation
Type information to specify that a type has a fixed dimensionality.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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VectorFieldTypeInformation
Type information to specify that a type has a fixed dimensionality.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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VectorFieldTypeInformation
Type information to specify that a type has a fixed dimensionality.
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VectorTypeInformation
Construct a type information for vector spaces with fixed dimensionality.
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Class and Description |
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VectorTypeInformation
Construct a type information for vector spaces with fixed dimensionality.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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SimpleTypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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TypeInformation
Class wrapping a particular data type.
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Class and Description |
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VectorFieldTypeInformation
Type information to specify that a type has a fixed dimensionality.
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Class and Description |
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NoSupportedDataTypeException
Exception thrown when no supported data type was found.
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Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.