Modifier and Type | Field and Description |
---|---|
protected java.util.Collection<IndexFactory<?>> |
ClassifierHoldoutEvaluationTask.indexFactories
Indexes to add.
|
protected java.util.Collection<IndexFactory<?>> |
ClassifierHoldoutEvaluationTask.Parameterizer.indexFactories
Indexes to add.
|
Constructor and Description |
---|
ClassifierHoldoutEvaluationTask(DatabaseConnection databaseConnection,
java.util.Collection<IndexFactory<?>> indexFactories,
Classifier<O> algorithm,
Holdout holdout)
Constructor.
|
Modifier and Type | Field and Description |
---|---|
protected java.util.Collection<IndexFactory<?>> |
AbstractDatabase.indexFactories
Index factories.
|
private java.util.Collection<? extends IndexFactory<?>> |
StaticArrayDatabase.Parameterizer.indexFactories
Indexes to add.
|
private java.util.Collection<? extends IndexFactory<?>> |
HashmapDatabase.Parameterizer.indexFactories
Indexes to add.
|
Constructor and Description |
---|
HashmapDatabase(DatabaseConnection databaseConnection,
java.util.Collection<? extends IndexFactory<?>> indexFactories)
Constructor.
|
StaticArrayDatabase(DatabaseConnection databaseConnection,
java.util.Collection<? extends IndexFactory<?>> indexFactories)
Constructor.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractIndexBasedDistanceFunction<O,F extends IndexFactory<O>>
Abstract super class for distance functions needing a database index.
|
static class |
AbstractIndexBasedDistanceFunction.Parameterizer<F extends IndexFactory<?>>
Parameterization class.
|
Modifier and Type | Field and Description |
---|---|
protected F |
AbstractIndexBasedDistanceFunction.Parameterizer.factory
The index factory we use.
|
protected F |
AbstractIndexBasedDistanceFunction.indexFactory
Parameter to specify the preprocessor to be used.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractIndexBasedSimilarityFunction<O,F extends IndexFactory<O>>
Abstract super class for distance functions needing a preprocessor.
|
static class |
AbstractIndexBasedSimilarityFunction.Parameterizer<F extends IndexFactory<?>>
Parameterization class.
|
Modifier and Type | Field and Description |
---|---|
protected F |
AbstractIndexBasedSimilarityFunction.Parameterizer.factory
The index factory we use.
|
protected F |
AbstractIndexBasedSimilarityFunction.indexFactory
Parameter to specify the preprocessor to be used.
|
Modifier and Type | Class and Description |
---|---|
class |
PagedIndexFactory<O>
Abstract base class for tree-based indexes.
|
Modifier and Type | Class and Description |
---|---|
static class |
PrecomputedDistanceMatrix.Factory<O>
Factory for the index.
|
static class |
PrecomputedSimilarityMatrix.Factory<O>
Factory for the index.
|
Modifier and Type | Class and Description |
---|---|
static class |
InMemoryIDistanceIndex.Factory<V>
Index factory for iDistance indexes.
|
Modifier and Type | Class and Description |
---|---|
static class |
InMemoryInvertedIndex.Factory<V extends NumberVector>
Index factory
|
Modifier and Type | Class and Description |
---|---|
class |
InMemoryLSHIndex<V>
Locality Sensitive Hashing.
|
Modifier and Type | Class and Description |
---|---|
static class |
AbstractMaterializeKNNPreprocessor.Factory<O>
The parameterizable factory.
|
static class |
CachedDoubleDistanceKNNPreprocessor.Factory<O>
The parameterizable factory.
|
static class |
KNNJoinMaterializeKNNPreprocessor.Factory<O extends NumberVector>
The parameterizable factory.
|
static class |
MaterializeKNNAndRKNNPreprocessor.Factory<O>
The parameterizable factory.
|
static class |
MaterializeKNNPreprocessor.Factory<O>
The parameterizable factory.
|
static class |
MetricalIndexApproximationMaterializeKNNPreprocessor.Factory<O extends NumberVector,N extends Node<E>,E extends MTreeEntry>
The parameterizable factory.
|
static class |
NaiveProjectedKNNPreprocessor.Factory<V extends NumberVector>
Index factory class
|
static class |
NNDescent.Factory<O>
Index factory.
|
static class |
PartitionApproximationMaterializeKNNPreprocessor.Factory<O>
The parameterizable factory.
|
static class |
RandomSampleKNNPreprocessor.Factory<O>
The parameterizable factory.
|
static class |
SpacefillingKNNPreprocessor.Factory<V extends NumberVector>
Index factory class
|
static class |
SpacefillingMaterializeKNNPreprocessor.Factory<V extends NumberVector>
Index factory class
|
static class |
SpatialApproximationMaterializeKNNPreprocessor.Factory<N extends SpatialNode<N,E>,E extends SpatialEntry>
The actual preprocessor instance.
|
Modifier and Type | Interface and Description |
---|---|
static interface |
FilteredLocalPCAIndex.Factory<NV extends NumberVector>
Factory interface
|
Modifier and Type | Class and Description |
---|---|
static class |
AbstractFilteredPCAIndex.Factory<NV extends NumberVector>
Factory class.
|
static class |
KNNQueryFilteredPCAIndex.Factory<V extends NumberVector>
Factory class.
|
Modifier and Type | Interface and Description |
---|---|
static interface |
PreferenceVectorIndex.Factory<V extends NumberVector>
Factory interface
|
Modifier and Type | Class and Description |
---|---|
static class |
AbstractPreferenceVectorIndex.Factory<V extends NumberVector>
Factory class.
|
static class |
DiSHPreferenceVectorIndex.Factory<V extends NumberVector>
Factory class.
|
static class |
HiSCPreferenceVectorIndex.Factory<V extends NumberVector>
Factory class.
|
Modifier and Type | Interface and Description |
---|---|
static interface |
SharedNearestNeighborIndex.Factory<O>
Factory interface
|
Modifier and Type | Class and Description |
---|---|
static class |
SharedNearestNeighborPreprocessor.Factory<O>
Factory class
|
Modifier and Type | Class and Description |
---|---|
static class |
LatLngAsECEFIndex.Factory<O extends NumberVector>
Index factory.
|
static class |
LngLatAsECEFIndex.Factory<O extends NumberVector>
Index factory.
|
class |
PINN<O extends NumberVector>
Projection-Indexed nearest-neighbors (PINN) is an index to retrieve the
nearest neighbors in high dimensional spaces by using a random projection
based index.
|
static class |
ProjectedIndex.Factory<O,I>
Index factory.
|
Modifier and Type | Field and Description |
---|---|
(package private) IndexFactory<O> |
LatLngAsECEFIndex.Factory.Parameterizer.inner
Inner index factory.
|
(package private) IndexFactory<O> |
LngLatAsECEFIndex.Factory.Parameterizer.inner
Inner index factory.
|
(package private) IndexFactory<I> |
ProjectedIndex.Factory.inner
Inner index factory.
|
(package private) IndexFactory<I> |
ProjectedIndex.Factory.Parameterizer.inner
Inner index factory.
|
(package private) IndexFactory<O> |
PINN.Parameterizer.inner
Inner index factory.
|
Constructor and Description |
---|
Factory(IndexFactory<O> inner,
boolean materialize,
boolean norefine,
EarthModel model)
Constructor.
|
Factory(IndexFactory<O> inner,
boolean materialize,
boolean norefine,
EarthModel model)
Constructor.
|
Factory(Projection<O,I> proj,
IndexFactory<I> inner,
boolean materialize,
boolean norefine,
double kmulti)
Constructor.
|
PINN(IndexFactory<O> inner,
int t,
double s,
double h,
RandomFactory random)
Constructor.
|
Modifier and Type | Class and Description |
---|---|
static class |
AbstractCoverTree.Factory<O>
Index factory.
|
static class |
CoverTree.Factory<O>
Index factory.
|
static class |
SimplifiedCoverTree.Factory<O>
Index factory.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractMTreeFactory<O,N extends AbstractMTreeNode<O,N,E>,E extends MTreeEntry,S extends MTreeSettings<O,N,E>>
Abstract factory for various MTrees
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractMkTreeUnifiedFactory<O,N extends AbstractMTreeNode<O,N,E>,E extends MTreeEntry,S extends MkTreeSettings<O,N,E>>
Abstract factory for various Mk-Trees
|
Modifier and Type | Class and Description |
---|---|
class |
MkAppTreeFactory<O>
Factory for a MkApp-Tree
|
Modifier and Type | Class and Description |
---|---|
class |
MkCopTreeFactory<O>
Factory for a MkCoPTree-Tree
|
Modifier and Type | Class and Description |
---|---|
class |
MkMaxTreeFactory<O>
Factory for MkMaxTrees
|
Modifier and Type | Class and Description |
---|---|
class |
MkTabTreeFactory<O>
Factory for MkTabTrees
|
Modifier and Type | Class and Description |
---|---|
class |
MTreeFactory<O>
Factory for a M-Tree
|
Modifier and Type | Class and Description |
---|---|
static class |
MinimalisticMemoryKDTree.Factory<O extends NumberVector>
Factory class
|
static class |
SmallMemoryKDTree.Factory<O extends NumberVector>
Factory class
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractRStarTreeFactory<O extends NumberVector,N extends AbstractRStarTreeNode<N,E>,E extends SpatialEntry,S extends RTreeSettings>
Abstract factory for R*-Tree based trees.
|
Modifier and Type | Class and Description |
---|---|
class |
DeLiCluTreeFactory<O extends NumberVector>
Factory for DeLiClu R*-Trees.
|
Modifier and Type | Class and Description |
---|---|
class |
FlatRStarTreeFactory<O extends NumberVector>
Factory for flat R*-Trees.
|
Modifier and Type | Class and Description |
---|---|
class |
RdKNNTreeFactory<O extends NumberVector>
Factory for RdKNN R*-Trees.
|
Modifier and Type | Class and Description |
---|---|
class |
RStarTreeFactory<O extends NumberVector>
Factory for regular R*-Trees.
|
Modifier and Type | Class and Description |
---|---|
static class |
PartialVAFile.Factory<V extends NumberVector>
Index factory class.
|
static class |
VAFile.Factory<V extends NumberVector>
Index factory class.
|
Copyright © 2019 ELKI Development Team. License information.