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Packages that use TypeInformation | |
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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.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.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.similarityfunction | Similarity functions. |
de.lmu.ifi.dbs.elki.index | Index structure implementations |
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.metrical.mtreevariants | M-Tree and variants. |
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants | R*-Tree and variants. |
Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm |
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Methods in de.lmu.ifi.dbs.elki.algorithm that return TypeInformation | |
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TypeInformation[] |
KNNJoin.getInputTypeRestriction()
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TypeInformation[] |
NullAlgorithm.getInputTypeRestriction()
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TypeInformation[] |
APRIORI.getInputTypeRestriction()
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TypeInformation[] |
DummyAlgorithm.getInputTypeRestriction()
|
TypeInformation[] |
KNNDistanceOrder.getInputTypeRestriction()
|
abstract TypeInformation[] |
AbstractAlgorithm.getInputTypeRestriction()
Get the input type restriction used for negotiating the data query. |
TypeInformation[] |
Algorithm.getInputTypeRestriction()
Get the input type restriction used for negotiating the data query. |
TypeInformation[] |
MaterializeDistances.getInputTypeRestriction()
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TypeInformation[] |
DependencyDerivator.getInputTypeRestriction()
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Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.clustering |
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Methods in de.lmu.ifi.dbs.elki.algorithm.clustering that return TypeInformation | |
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TypeInformation[] |
KMeans.getInputTypeRestriction()
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TypeInformation[] |
OPTICS.getInputTypeRestriction()
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TypeInformation[] |
SLINK.getInputTypeRestriction()
|
TypeInformation[] |
SNNClustering.getInputTypeRestriction()
|
TypeInformation[] |
OPTICSXi.getInputTypeRestriction()
|
TypeInformation[] |
DeLiClu.getInputTypeRestriction()
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TypeInformation[] |
DBSCAN.getInputTypeRestriction()
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TypeInformation[] |
AbstractProjectedDBSCAN.getInputTypeRestriction()
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TypeInformation[] |
EM.getInputTypeRestriction()
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Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation |
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Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.correlation that return TypeInformation | |
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TypeInformation[] |
CASH.getInputTypeRestriction()
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TypeInformation[] |
COPAC.getInputTypeRestriction()
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TypeInformation[] |
ORCLUS.getInputTypeRestriction()
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TypeInformation[] |
FourC.getInputTypeRestriction()
|
TypeInformation[] |
ERiC.getInputTypeRestriction()
|
Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace |
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Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace that return TypeInformation | |
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TypeInformation[] |
DiSH.getInputTypeRestriction()
|
TypeInformation[] |
SUBCLU.getInputTypeRestriction()
|
TypeInformation[] |
CLIQUE.getInputTypeRestriction()
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TypeInformation[] |
PROCLUS.getInputTypeRestriction()
|
Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.clustering.trivial |
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Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.trivial that return TypeInformation | |
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TypeInformation[] |
TrivialAllNoise.getInputTypeRestriction()
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TypeInformation[] |
ByLabelClustering.getInputTypeRestriction()
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TypeInformation[] |
ByLabelHierarchicalClustering.getInputTypeRestriction()
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TypeInformation[] |
TrivialAllInOne.getInputTypeRestriction()
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Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.outlier |
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Methods in de.lmu.ifi.dbs.elki.algorithm.outlier that return TypeInformation | |
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TypeInformation[] |
INFLO.getInputTypeRestriction()
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TypeInformation[] |
LOCI.getInputTypeRestriction()
|
TypeInformation[] |
GaussianUniformMixture.getInputTypeRestriction()
|
TypeInformation[] |
KNNOutlier.getInputTypeRestriction()
|
TypeInformation[] |
LoOP.getInputTypeRestriction()
|
TypeInformation[] |
AbstractDBOutlier.getInputTypeRestriction()
|
TypeInformation[] |
ReferenceBasedOutlierDetection.getInputTypeRestriction()
|
TypeInformation[] |
GaussianModel.getInputTypeRestriction()
|
TypeInformation[] |
OPTICSOF.getInputTypeRestriction()
|
TypeInformation[] |
AbstractAggarwalYuOutlier.getInputTypeRestriction()
|
TypeInformation[] |
ABOD.getInputTypeRestriction()
|
TypeInformation[] |
LDOF.getInputTypeRestriction()
|
TypeInformation[] |
KNNWeightOutlier.getInputTypeRestriction()
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TypeInformation[] |
EMOutlier.getInputTypeRestriction()
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TypeInformation[] |
LOF.getInputTypeRestriction()
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TypeInformation[] |
SOD.getInputTypeRestriction()
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Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.outlier.meta |
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Methods in de.lmu.ifi.dbs.elki.algorithm.outlier.meta that return TypeInformation | |
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TypeInformation[] |
RescaleMetaOutlierAlgorithm.getInputTypeRestriction()
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TypeInformation[] |
FeatureBagging.getInputTypeRestriction()
|
TypeInformation[] |
ExternalDoubleOutlierScore.getInputTypeRestriction()
|
Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.outlier.spatial |
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Methods in de.lmu.ifi.dbs.elki.algorithm.outlier.spatial that return TypeInformation | |
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TypeInformation[] |
CTLuGLSBackwardSearchAlgorithm.getInputTypeRestriction()
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TypeInformation[] |
TrimmedMeanApproach.getInputTypeRestriction()
|
TypeInformation[] |
SLOM.getInputTypeRestriction()
|
TypeInformation[] |
CTLuZTestOutlier.getInputTypeRestriction()
|
TypeInformation[] |
CTLuRandomWalkEC.getInputTypeRestriction()
|
TypeInformation[] |
CTLuMeanMultipleAttributes.getInputTypeRestriction()
|
TypeInformation[] |
CTLuMedianMultipleAttributes.getInputTypeRestriction()
|
TypeInformation[] |
SOF.getInputTypeRestriction()
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TypeInformation[] |
CTLuScatterplotOutlier.getInputTypeRestriction()
|
TypeInformation[] |
CTLuMoranScatterplotOutlier.getInputTypeRestriction()
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TypeInformation[] |
CTLuMedianAlgorithm.getInputTypeRestriction()
|
Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood |
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Methods in de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood that return TypeInformation | |
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TypeInformation |
NeighborSetPredicate.Factory.getInputTypeRestriction()
Get the input type information |
TypeInformation |
PrecomputedKNearestNeighborNeighborhood.Factory.getInputTypeRestriction()
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TypeInformation |
ExternalNeighborhood.Factory.getInputTypeRestriction()
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TypeInformation |
ExtendedNeighborhood.Factory.getInputTypeRestriction()
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Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood.weighted |
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Methods in de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood.weighted that return TypeInformation | |
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TypeInformation |
UnweightedNeighborhoodAdapter.Factory.getInputTypeRestriction()
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TypeInformation |
LinearWeightedExtendedNeighborhood.Factory.getInputTypeRestriction()
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TypeInformation |
WeightedNeighborSetPredicate.Factory.getInputTypeRestriction()
Get the input type information |
Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.outlier.trivial |
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Methods in de.lmu.ifi.dbs.elki.algorithm.outlier.trivial that return TypeInformation | |
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TypeInformation[] |
TrivialNoOutlier.getInputTypeRestriction()
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TypeInformation[] |
ByLabelOutlier.getInputTypeRestriction()
|
TypeInformation[] |
TrivialAllOutlier.getInputTypeRestriction()
|
Uses of TypeInformation in de.lmu.ifi.dbs.elki.algorithm.statistics |
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Methods in de.lmu.ifi.dbs.elki.algorithm.statistics that return TypeInformation | |
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TypeInformation[] |
RankingQualityHistogram.getInputTypeRestriction()
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TypeInformation[] |
DistanceStatisticsWithClasses.getInputTypeRestriction()
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TypeInformation[] |
EvaluateRankingQuality.getInputTypeRestriction()
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Uses of TypeInformation in de.lmu.ifi.dbs.elki.data.type |
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Classes in de.lmu.ifi.dbs.elki.data.type that implement TypeInformation | |
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class |
AlternativeTypeInformation
Class that combines multiple type restrictions into one using the "or" operator. |
class |
CombinedTypeInformation
Class that combines multiple type restrictions into one using an "and" operator. |
class |
SimpleTypeInformation<T>
Class wrapping a particular data type. |
class |
VectorFieldTypeInformation<V extends FeatureVector<?,?>>
Type information to specify that a type has a fixed dimensionality. |
class |
VectorTypeInformation<V extends FeatureVector<?,?>>
Construct a type information for vector spaces with fixed dimensionality. |
Fields in de.lmu.ifi.dbs.elki.data.type declared as TypeInformation | |
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static TypeInformation |
TypeUtil.GUESSED_LABEL
Either class label, object labels or a string - anything that will be accepted by DatabaseUtil.guessObjectLabelRepresentation(de.lmu.ifi.dbs.elki.database.Database) |
private TypeInformation[] |
CombinedTypeInformation.restrictions
The wrapped type restrictions |
private TypeInformation[] |
AlternativeTypeInformation.restrictions
The wrapped type restrictions |
Methods in de.lmu.ifi.dbs.elki.data.type that return TypeInformation | |
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static TypeInformation[] |
TypeUtil.array(TypeInformation... ts)
Make a type array easily. |
Methods in de.lmu.ifi.dbs.elki.data.type with parameters of type TypeInformation | |
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static TypeInformation[] |
TypeUtil.array(TypeInformation... ts)
Make a type array easily. |
boolean |
SimpleTypeInformation.isAssignableFromType(TypeInformation type)
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boolean |
VectorFieldTypeInformation.isAssignableFromType(TypeInformation type)
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boolean |
CombinedTypeInformation.isAssignableFromType(TypeInformation type)
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boolean |
VectorTypeInformation.isAssignableFromType(TypeInformation type)
|
boolean |
TypeInformation.isAssignableFromType(TypeInformation type)
Test whether this type is assignable from another type. |
boolean |
AlternativeTypeInformation.isAssignableFromType(TypeInformation type)
|
Constructors in de.lmu.ifi.dbs.elki.data.type with parameters of type TypeInformation | |
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AlternativeTypeInformation(TypeInformation... restrictions)
Constructor. |
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CombinedTypeInformation(TypeInformation... restrictions)
Constructor. |
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NoSupportedDataTypeException(TypeInformation type)
Constructor. |
Uses of TypeInformation in de.lmu.ifi.dbs.elki.database |
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Methods in de.lmu.ifi.dbs.elki.database with parameters of type TypeInformation | ||
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AbstractDatabase.getRelation(TypeInformation restriction,
Object... hints)
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Database.getRelation(TypeInformation restriction,
Object... hints)
Get an object representation. |
Uses of TypeInformation in de.lmu.ifi.dbs.elki.datasource.filter |
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Methods in de.lmu.ifi.dbs.elki.datasource.filter that return TypeInformation | |
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private TypeInformation |
SplitNumberVectorFilter.getInputTypeRestriction()
The input type we use. |
Uses of TypeInformation in de.lmu.ifi.dbs.elki.datasource.parser |
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Methods in de.lmu.ifi.dbs.elki.datasource.parser with parameters of type TypeInformation | |
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private Object[] |
ArffParser.loadDenseInstance(StreamTokenizer tokenizer,
int[] dimsize,
TypeInformation[] etyp,
int outdim)
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private Object[] |
ArffParser.loadSparseInstance(StreamTokenizer tokenizer,
int[] targ,
int[] dimsize,
TypeInformation[] elkitypes,
int metaLength)
|
private void |
ArffParser.processColumnTypes(ArrayList<String> names,
ArrayList<String> types,
int[] targ,
TypeInformation[] etyp,
int[] dims)
Process the column types (and names!) |
private void |
ArffParser.setupBundleHeaders(ArrayList<String> names,
int[] targ,
TypeInformation[] etyp,
int[] dimsize,
MultipleObjectsBundle bundle,
boolean sparse)
Setup the headers for the object bundle. |
Uses of TypeInformation in de.lmu.ifi.dbs.elki.distance.distancefunction |
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Methods in de.lmu.ifi.dbs.elki.distance.distancefunction that return TypeInformation | |
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TypeInformation |
DistanceFunction.getInputTypeRestriction()
Get the input data type of the function. |
TypeInformation |
MinKDistance.getInputTypeRestriction()
|
TypeInformation |
AbstractIndexBasedDistanceFunction.getInputTypeRestriction()
|
Uses of TypeInformation in de.lmu.ifi.dbs.elki.distance.distancefunction.adapter |
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Methods in de.lmu.ifi.dbs.elki.distance.distancefunction.adapter that return TypeInformation | |
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TypeInformation |
AbstractSimilarityAdapter.getInputTypeRestriction()
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Uses of TypeInformation in de.lmu.ifi.dbs.elki.distance.similarityfunction |
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Methods in de.lmu.ifi.dbs.elki.distance.similarityfunction that return TypeInformation | |
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TypeInformation |
AbstractIndexBasedSimilarityFunction.getInputTypeRestriction()
|
TypeInformation |
SimilarityFunction.getInputTypeRestriction()
Get the input data type of the function. |
Uses of TypeInformation in de.lmu.ifi.dbs.elki.index |
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Methods in de.lmu.ifi.dbs.elki.index that return TypeInformation | |
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TypeInformation |
IndexFactory.getInputTypeRestriction()
Get the input type restriction used for negotiating the data query. |
Uses of TypeInformation in de.lmu.ifi.dbs.elki.index.preprocessed.knn |
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Methods in de.lmu.ifi.dbs.elki.index.preprocessed.knn that return TypeInformation | |
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TypeInformation |
AbstractMaterializeKNNPreprocessor.Factory.getInputTypeRestriction()
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Uses of TypeInformation in de.lmu.ifi.dbs.elki.index.preprocessed.localpca |
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Methods in de.lmu.ifi.dbs.elki.index.preprocessed.localpca that return TypeInformation | |
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TypeInformation |
AbstractFilteredPCAIndex.Factory.getInputTypeRestriction()
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Uses of TypeInformation in de.lmu.ifi.dbs.elki.index.preprocessed.preference |
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Methods in de.lmu.ifi.dbs.elki.index.preprocessed.preference that return TypeInformation | |
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TypeInformation |
AbstractPreferenceVectorIndex.Factory.getInputTypeRestriction()
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Uses of TypeInformation in de.lmu.ifi.dbs.elki.index.preprocessed.snn |
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Methods in de.lmu.ifi.dbs.elki.index.preprocessed.snn that return TypeInformation | |
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TypeInformation |
SharedNearestNeighborPreprocessor.Factory.getInputTypeRestriction()
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Uses of TypeInformation in de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj |
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Methods in de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj that return TypeInformation | |
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TypeInformation |
AbstractSubspaceProjectionIndex.Factory.getInputTypeRestriction()
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Uses of TypeInformation in de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants |
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Methods in de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants that return TypeInformation | |
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TypeInformation |
AbstractMTreeFactory.getInputTypeRestriction()
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Uses of TypeInformation in de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants |
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Methods in de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants that return TypeInformation | |
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TypeInformation |
AbstractRStarTreeFactory.getInputTypeRestriction()
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