Package | Description |
---|---|
de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan |
Generalized DBSCAN.
|
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.uncertain |
Clustering algorithms for uncertain data.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.lof.parallel |
Parallelized variants of LOF.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood |
Spatial outlier neighborhood classes
|
de.lmu.ifi.dbs.elki.database.datastore |
General data store layer API (along the lines of
Map<DBID, T> - use everywhere!) |
de.lmu.ifi.dbs.elki.database.datastore.memory |
Memory data store implementation for ELKI.
|
de.lmu.ifi.dbs.elki.database.relation |
Relations, materialized and virtual (views).
|
de.lmu.ifi.dbs.elki.index.preprocessed.fastoptics |
Preprocessed index used by the FastOPTICS algorithm.
|
de.lmu.ifi.dbs.elki.result |
Result types, representation and handling
|
Modifier and Type | Field and Description |
---|---|
protected DataStore<M> |
AbstractRangeQueryNeighborPredicate.Instance.storage
Model storage.
|
Modifier and Type | Method and Description |
---|---|
DataStore<M> |
AbstractRangeQueryNeighborPredicate.preprocess(Class<? super M> modelcls,
Relation<O> relation,
RangeQuery<O> query)
Perform the preprocessing step.
|
Constructor and Description |
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AbstractRangeQueryNeighborPredicate.Instance(DBIDs ids,
DataStore<M> storage)
Constructor.
|
COPACNeighborPredicate.Instance(DBIDs ids,
DataStore<COPACNeighborPredicate.COPACModel> storage)
Constructor.
|
ERiCNeighborPredicate.Instance(DBIDs ids,
DataStore<PCAFilteredResult> storage,
Relation<? extends NumberVector> relation)
Constructor.
|
FourCNeighborPredicate.Instance(DBIDs ids,
DataStore<PreDeConNeighborPredicate.PreDeConModel> storage)
Constructor.
|
PreDeConNeighborPredicate.Instance(DBIDs ids,
DataStore<PreDeConNeighborPredicate.PreDeConModel> storage)
Constructor.
|
Modifier and Type | Field and Description |
---|---|
(package private) DataStore<? extends DBIDs> |
FastOPTICS.neighs
neighbors of a point
|
Modifier and Type | Method and Description |
---|---|
private void |
DeLiClu.expandLeafNodes(SpatialPrimitiveDistanceFunction<NV> distFunction,
DeLiCluNode node1,
DeLiCluNode node2,
DataStore<KNNList> knns)
Expands the specified leaf nodes.
|
private void |
DeLiClu.expandNodes(DeLiCluTree index,
SpatialPrimitiveDistanceFunction<NV> distFunction,
DeLiClu.SpatialObjectPair nodePair,
DataStore<KNNList> knns)
Expands the spatial nodes of the specified pair.
|
private void |
DeLiClu.reinsertExpanded(SpatialPrimitiveDistanceFunction<NV> distFunction,
DeLiCluTree index,
IndexTreePath<DeLiCluEntry> path,
DataStore<KNNList> knns)
Reinserts the objects of the already expanded nodes.
|
private void |
DeLiClu.reinsertExpanded(SpatialPrimitiveDistanceFunction<NV> distFunction,
DeLiCluTree index,
List<IndexTreePath<DeLiCluEntry>> path,
int pos,
DeLiCluEntry parentEntry,
DataStore<KNNList> knns) |
Modifier and Type | Method and Description |
---|---|
private DataStore<DoubleDBIDList> |
PROCLUS.getLocalities(DBIDs medoids,
Relation<V> database,
DistanceQuery<V> distFunc,
RangeQuery<V> rangeQuery)
Computes the localities of the specified medoids: for each medoid m the
objects in the sphere centered at m with radius minDist are determined,
where minDist is the minimum distance between medoid m and any other medoid
m_i.
|
Modifier and Type | Method and Description |
---|---|
protected Clustering<?> |
RepresentativeUncertainClustering.runClusteringAlgorithm(ResultHierarchy hierarchy,
Result parent,
DBIDs ids,
DataStore<DoubleVector> store,
int dim,
String title)
Run a clustering algorithm on a single instance.
|
protected C |
CenterOfMassMetaClustering.runClusteringAlgorithm(ResultHierarchy hierarchy,
Result parent,
DBIDs ids,
DataStore<DoubleVector> store,
int dim,
String title)
Run a clustering algorithm on a single instance.
|
Modifier and Type | Field and Description |
---|---|
private DataStore<? extends KNNList> |
SimplifiedLRDProcessor.knns
KNN store
|
private DataStore<? extends KNNList> |
LRDProcessor.knns
KNN store
|
private DataStore<? extends KNNList> |
LOFProcessor.knns
KNN store
|
Constructor and Description |
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LOFProcessor(DataStore<? extends KNNList> knns,
DoubleDataStore lrds,
boolean noself)
Constructor.
|
LRDProcessor(DataStore<? extends KNNList> knns,
DoubleDataStore kdists)
Constructor.
|
SimplifiedLRDProcessor(DataStore<? extends KNNList> knns)
Constructor.
|
Modifier and Type | Field and Description |
---|---|
protected DataStore<DBIDs> |
AbstractPrecomputedNeighborhood.store
The data
|
Modifier and Type | Method and Description |
---|---|
private DataStore<DBIDs> |
ExtendedNeighborhood.Factory.extendNeighborhood(Database database,
Relation<? extends O> relation)
Method to load the external neighbors.
|
private DataStore<DBIDs> |
ExternalNeighborhood.Factory.loadNeighbors(Database database,
Relation<?> relation)
Method to load the external neighbors.
|
Constructor and Description |
---|
AbstractPrecomputedNeighborhood(DataStore<DBIDs> store)
Constructor.
|
ExtendedNeighborhood(DataStore<DBIDs> store)
Constructor.
|
ExternalNeighborhood(DataStore<DBIDs> store)
Constructor.
|
PrecomputedKNearestNeighborNeighborhood(DataStore<DBIDs> store)
Constructor.
|
Modifier and Type | Interface and Description |
---|---|
interface |
DBIDDataStore
DBID-valued data store (avoids boxing/unboxing).
|
interface |
DoubleDataStore
Double-valued data store (avoids boxing/unboxing).
|
interface |
IntegerDataStore
Integer-valued data store (avoids boxing/unboxing).
|
interface |
WritableDataStore<T>
Writable data store.
|
interface |
WritableDBIDDataStore
Data store specialized for doubles.
|
interface |
WritableDoubleDataStore
Data store specialized for doubles.
|
interface |
WritableIntegerDataStore
Data store specialized for doubles.
|
Modifier and Type | Method and Description |
---|---|
<T> DataStore<T> |
RecordStore.getStorage(int col,
Class<? super T> datatype)
Get a
DataStore instance for a particular record column. |
Modifier and Type | Class and Description |
---|---|
class |
ArrayDBIDStore
A class to answer representation queries using the stored Array.
|
class |
ArrayDoubleStore
A class to answer representation queries using the stored Array.
|
class |
ArrayIntegerStore
A class to answer representation queries using the stored Array.
|
protected class |
ArrayRecordStore.StorageAccessor<T>
Access a single record in the given data.
|
class |
ArrayStore<T>
A class to answer representation queries using the stored Array.
|
class |
MapIntegerDBIDDBIDStore
Writable data store for double values.
|
class |
MapIntegerDBIDDoubleStore
Writable data store for double values.
|
class |
MapIntegerDBIDIntegerStore
Writable data store for double values.
|
protected class |
MapIntegerDBIDRecordStore.StorageAccessor<T>
Access a single record in the given data.
|
class |
MapIntegerDBIDStore<T>
A class to answer representation queries using a map.
|
protected class |
MapRecordStore.StorageAccessor<T>
Access a single record in the given data.
|
class |
MapStore<T>
A class to answer representation queries using a map.
|
Modifier and Type | Field and Description |
---|---|
private DataStore<O> |
MaterializedRelation.content
Map to hold the objects of the database.
|
Constructor and Description |
---|
MaterializedRelation(SimpleTypeInformation<O> type,
DBIDs ids,
String name,
DataStore<O> content)
Constructor.
|
MaterializedRelation(String name,
String shortname,
SimpleTypeInformation<O> type,
DataStore<O> content,
DBIDs ids)
Constructor.
|
Modifier and Type | Method and Description |
---|---|
DataStore<? extends DBIDs> |
RandomProjectedNeighborsAndDensities.getNeighs()
Compute list of neighbors for each point from sets resulting from
projection
|
Modifier and Type | Field and Description |
---|---|
protected DataStore<? extends T> |
OrderingFromDataStore.map
HashMap with object values
|
Constructor and Description |
---|
OrderingFromDataStore(String name,
String shortname,
DBIDs ids,
DataStore<? extends T> map)
Minimal Constructor
|
OrderingFromDataStore(String name,
String shortname,
DBIDs ids,
DataStore<? extends T> map,
boolean descending)
Constructor without comparator
|
OrderingFromDataStore(String name,
String shortname,
DBIDs ids,
DataStore<? extends T> map,
Comparator<T> comparator,
boolean descending)
Constructor with comparator
|
Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.