Uses of Class
elki.utilities.random.RandomFactory

Packages that use RandomFactory

Package	Description
elki.algorithm	Miscellaneous algorithms.
elki.algorithm.statistics	Statistical analysis algorithms.
elki.application.benchmark	Benchmarking pseudo algorithms.
elki.application.experiments	Packaged experiments to make them easy to reproduce.
elki.application.statistics	Applications to compute some basic data set statistics.
elki.clustering.biclustering	Biclustering algorithms.
elki.clustering.correlation	Correlation clustering algorithms.
elki.clustering.hierarchical.birch	BIRCH clustering.
elki.clustering.kcenter	K-center clustering.
elki.clustering.kmeans	K-means clustering and variations.
elki.clustering.kmeans.initialization	Initialization strategies for k-means.
elki.clustering.kmeans.initialization.betula	Initialization methods for BIRCH-based k-means and EM clustering.
elki.clustering.kmedoids	K-medoids clustering (PAM).
elki.clustering.kmedoids.initialization
elki.clustering.subspace	Axis-parallel subspace clustering algorithms.
elki.clustering.uncertain	Clustering algorithms for uncertain data.
elki.data.projection.random	Random projection families.
elki.database.ids	Database object identification and ID group handling API.
elki.datasource	Data normalization (and reconstitution) of data sets.
elki.datasource.filter.cleaning	Filters for data cleaning.
elki.datasource.filter.selection	Filters for selecting and sorting data to process.
elki.datasource.filter.transform	Data space transformations.
elki.datasource.filter.typeconversions	Filters to perform data type conversions.
elki.evaluation.classification.holdout	Holdout and cross-validation strategies for evaluating classifiers.
elki.index.laesa	Linear Approximating and Eliminating Search Algorithm (LAESA).
elki.index.lsh.hashfamilies	Hash function families for LSH.
elki.index.preprocessed.fastoptics	Preprocessed index used by the FastOPTICS algorithm.
elki.index.preprocessed.knn	Indexes providing KNN and rKNN data.
elki.index.projected	Projected indexes for data.
elki.index.tree.metrical.mtreevariants.strategies.split	Splitting strategies of nodes in an M-tree (and variants).
elki.index.tree.metrical.vptree
elki.math.linearalgebra.pca	Principal Component Analysis (PCA) and eigenvector processing.
elki.math.statistics.dependence	Statistical measures of dependence, such as correlation.
elki.math.statistics.dependence.mcde	Tests tailored to be used with MCDEDependence.
elki.math.statistics.distribution	Standard distributions, with random generation functionalities.
elki.outlier.density	Density-based outlier detection algorithms.
elki.outlier.lof	LOF family of outlier detection algorithms.
elki.outlier.meta	Meta outlier detection algorithms: external scores, score rescaling.
elki.outlier.subspace	Subspace outlier detection methods.
elki.projection	Data projections (see also preprocessing filters for basic projections).
elki.timeseries	Algorithms for change point detection in time series.
elki.utilities.optionhandling.parameters	Classes for various typed parameters.
elki.utilities.random	Random number generation.
elki.utilities.referencepoints	Package containing strategies to obtain reference points.
elki.visualization	Visualization package of ELKI.
elki.visualization.visualizers.scatterplot.uncertain	Visualizers for uncertain data.

Uses of RandomFactory in elki.algorithm

Fields in elki.algorithm declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	KNNDistancesSampler.Par.rnd	Random number seeding.
protected RandomFactory	KNNDistancesSampler.rnd	Random number seeding.

Constructors in elki.algorithm with parameters of type RandomFactory

Constructor	Description
KNNDistancesSampler(Distance<? super O> distance, int k, double sample, RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.algorithm.statistics

Fields in elki.algorithm.statistics declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	DistanceQuantileSampler.Par.rand	Random generator.
private RandomFactory	DistanceQuantileSampler.rand	Random generator.
private RandomFactory	AveragePrecisionAtK.random	Random sampling seed.
protected RandomFactory	EvaluateRetrievalPerformance.random	Random sampling seed.
protected RandomFactory	HopkinsStatisticClusteringTendency.Par.random	Random source.
protected RandomFactory	HopkinsStatisticClusteringTendency.random	Random generator seeding.
protected RandomFactory	AveragePrecisionAtK.Par.seed	Random sampling seed.
protected RandomFactory	EvaluateRetrievalPerformance.Par.seed	Random sampling seed.

Constructors in elki.algorithm.statistics with parameters of type RandomFactory

Constructor	Description
AveragePrecisionAtK(Distance<? super O> distance, int k, double sampling, RandomFactory random, boolean includeSelf)	Constructor.
DistanceQuantileSampler(Distance<? super O> distance, double quantile, double sampling, boolean nozeros, RandomFactory rand)	Constructor.
EvaluateRetrievalPerformance(Distance<? super O> distance, double sampling, RandomFactory random, boolean includeSelf, int maxk)	Constructor.
HopkinsStatisticClusteringTendency(NumberVectorDistance<? super NumberVector> distance, int samplesize, RandomFactory random, int rep, int k, double[] minima, double[] maxima)	Constructor.

Uses of RandomFactory in elki.application.benchmark

Fields in elki.application.benchmark declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	KNNBenchmark.Par.random	Random generator factory
protected RandomFactory	KNNBenchmark.random	Random generator factory
protected RandomFactory	PrioritySearchBenchmark.Par.random	Random generator factory
protected RandomFactory	PrioritySearchBenchmark.random	Random generator factory
protected RandomFactory	RangeQueryBenchmark.Par.random	Random generator factory
protected RandomFactory	RangeQueryBenchmark.random	Random generator factory
protected RandomFactory	ValidateApproximativeKNNIndex.Par.random	Random generator factory
protected RandomFactory	ValidateApproximativeKNNIndex.random	Random generator factory

Constructors in elki.application.benchmark with parameters of type RandomFactory

Constructor	Description
KNNBenchmark(InputStep inputstep, Distance<? super O> distance, int k, DatabaseConnection queries, double sampling, RandomFactory random)	Constructor.
PrioritySearchBenchmark(InputStep inputstep, Distance<? super O> distance, int k, DatabaseConnection queries, double sampling, RandomFactory random)	Constructor.
RangeQueryBenchmark(InputStep input, Distance<? super O> distance, double radius, double sampling, RandomFactory random)	Constructor.
RangeQueryBenchmark(InputStep input, Distance<? super O> distance, DatabaseConnection queries, double sampling, RandomFactory random)	Constructor.
ValidateApproximativeKNNIndex(InputStep input, Distance<? super O> distance, int k, DatabaseConnection queries, double sampling, boolean forcelinear, RandomFactory random, java.util.regex.Pattern pattern)	Constructor.

Uses of RandomFactory in elki.application.experiments

Fields in elki.application.experiments declared as RandomFactory

Modifier and Type	Field	Description
(package private) RandomFactory	EvaluateIntrinsicDimensionalityEstimators.Par.rnd	Random generator.
(package private) RandomFactory	EvaluateIntrinsicDimensionalityEstimators.rnd	Random generator.
(package private) RandomFactory	ORLibBenchmark.Par.rnd	Random generator for shuffling.
private RandomFactory	ORLibBenchmark.rnd	Random generator for shuffling.

Constructors in elki.application.experiments with parameters of type RandomFactory

Constructor	Description
EvaluateIntrinsicDimensionalityEstimators(int startk, int maxk, int samples, int dim, EvaluateIntrinsicDimensionalityEstimators.Aggregate agg, EvaluateIntrinsicDimensionalityEstimators.OutputFormat format, RandomFactory rnd)	Constructor.
ORLibBenchmark(java.net.URI file, java.lang.Class<? extends ClusteringAlgorithm<?>> alg, KMedoidsInitialization<DBID> init, int k, RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.application.statistics

Fields in elki.application.statistics declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	RangeQuerySelectivity.Par.random	Random sampling seed.
protected RandomFactory	RangeQuerySelectivity.random	Random sampling seed.

Constructors in elki.application.statistics with parameters of type RandomFactory

Constructor	Description
RangeQuerySelectivity(InputStep inputstep, Distance<? super V> distance, double radius, double sampling, RandomFactory random)	Constructor.

Uses of RandomFactory in elki.clustering.biclustering

Fields in elki.clustering.biclustering declared as RandomFactory

Modifier and Type	Field	Description
private RandomFactory	ChengAndChurch.Par.rnd	Random generator
private RandomFactory	ChengAndChurch.rnd	Random generator

Constructors in elki.clustering.biclustering with parameters of type RandomFactory

Constructor	Description
ChengAndChurch(double delta, double alpha, int n, Distribution dist, RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.clustering.correlation

Fields in elki.clustering.correlation declared as RandomFactory

Modifier and Type	Field	Description
private RandomFactory	LMCLUS.Par.rnd	Random generator
private RandomFactory	LMCLUS.rnd	Random factory
protected RandomFactory	ORCLUS.Par.rnd	Random number generation.
private RandomFactory	ORCLUS.rnd	Random generator

Constructors in elki.clustering.correlation with parameters of type RandomFactory

Constructor	Description
LMCLUS(int maxdim, int minsize, int samplingLevel, double sensitivityThreshold, RandomFactory rnd)	Constructor.
ORCLUS(int k, int k_i, int l, double alpha, RandomFactory rnd, PCARunner pca)	Java constructor.

Uses of RandomFactory in elki.clustering.hierarchical.birch

Fields in elki.clustering.hierarchical.birch declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	BIRCHKMeansPlusPlus.random	Random generator
protected RandomFactory	BIRCHKMeansPlusPlus.Par.rnd	Random generator

Constructors in elki.clustering.hierarchical.birch with parameters of type RandomFactory

Constructor	Description
BIRCHKMeansPlusPlus(RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.clustering.kcenter

Fields in elki.clustering.kcenter declared as RandomFactory

Modifier and Type	Field	Description
(package private) RandomFactory	GreedyKCenter.Par.rand	Random factory for choosing the first element.
(package private) RandomFactory	GreedyKCenter.rand	Random factory for choosing the first element.

Constructors in elki.clustering.kcenter with parameters of type RandomFactory

Constructor	Description
GreedyKCenter(int k, Distance<? super O> distance, RandomFactory rand)	Constructor.

Uses of RandomFactory in elki.clustering.kmeans

Fields in elki.clustering.kmeans declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	XMeans.Par.random	Random number generator.
(package private) RandomFactory	XMeans.rnd	Random factory.

Constructors in elki.clustering.kmeans with parameters of type RandomFactory

Constructor	Description
GMeans(NumberVectorDistance<? super V> distance, double critical, int k_min, int k_max, int maxiter, KMeans<V,M> innerKMeans, KMeansInitialization initializer, RandomFactory random)	Constructor.
XMeans(NumberVectorDistance<? super V> distance, int k_min, int k_max, int maxiter, KMeans<V,M> innerKMeans, KMeansInitialization initializer, KMeansQualityMeasure<V> informationCriterion, RandomFactory random)	Constructor.

Uses of RandomFactory in elki.clustering.kmeans.initialization

Fields in elki.clustering.kmeans.initialization declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	AbstractKMeansInitialization.Par.rnd	Random generator
protected RandomFactory	AbstractKMeansInitialization.rnd	Random number generator

Constructors in elki.clustering.kmeans.initialization with parameters of type RandomFactory

Constructor	Description
AbstractKMeansInitialization(RandomFactory rnd)	Constructor.
AFKMC2(int m, RandomFactory rnd)	Constructor.
FarthestPoints(RandomFactory rnd, boolean dropfirst)	Constructor.
FarthestSumPoints(RandomFactory rnd, boolean dropfirst)	Constructor.
Instance(Relation<? extends NumberVector> relation, NumberVectorDistance<?> distance, int m, RandomFactory rnd)	Constructor.
Instance(Relation<? extends NumberVector> relation, NumberVectorDistance<?> distance, int m, RandomFactory rnd)	Constructor.
Instance(DBIDs ids, RandomFactory rnd)	Constructor.
Instance(Relation<? extends NumberVector> relation, int m, double alpha, RandomFactory rnd)	Constructor.
Instance(Relation<? extends NumberVector> relation, double alpha, RandomFactory rnd)	Constructor.
KMC2(int m, RandomFactory rnd)	Constructor.
KMeansPlusPlus(RandomFactory rnd)	Constructor.
MedoidsInstance(DBIDs ids, DistanceQuery<?> distQ, RandomFactory rnd)
NumberVectorInstance(Relation<? extends NumberVector> relation, NumberVectorDistance<?> distance, RandomFactory rnd)	Constructor.
NumberVectorInstance(Relation<? extends NumberVector> relation, NumberVectorDistance<?> distance, RandomFactory rnd)	Constructor.
Ostrovsky(RandomFactory rnd)	Constructor.
RandomlyChosen(RandomFactory rnd)	Constructor.
RandomNormalGenerated(RandomFactory rnd)	Constructor.
RandomUniformGenerated(RandomFactory rnd)	Constructor.
SampleKMeans(RandomFactory rnd, KMeans<V,?> innerkMeans, double rate)	Constructor.
SphericalAFKMC2(int m, double alpha, RandomFactory rnd)	Constructor.
SphericalKMeansPlusPlus(double alpha, RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.clustering.kmeans.initialization.betula

Fields in elki.clustering.kmeans.initialization.betula declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	AbstractCFKMeansInitialization.rf	Random number generator
protected RandomFactory	AbstractCFKMeansInitialization.Par.rnd	Random generator

Constructors in elki.clustering.kmeans.initialization.betula with parameters of type RandomFactory

Constructor	Description
AbstractCFKMeansInitialization(RandomFactory rf)	Constructor.
CFKPlusPlusLeaves(CFInitWeight dist, boolean firstUniform, RandomFactory rf)	Constructor.
CFKPlusPlusTree(CFInitWeight dist, boolean firstUniform, int maxdepth, RandomFactory rf)	Constructor.
CFKPlusPlusTrunk(CFInitWeight dist, boolean firstUniform, RandomFactory rf)	Constructor.
CFRandomlyChosen(RandomFactory rf)	Constructor.
CFWeightedRandomlyChosen(RandomFactory rf)	Constructor.

Uses of RandomFactory in elki.clustering.kmedoids

Fields in elki.clustering.kmedoids declared as RandomFactory

Modifier and Type	Field	Description
(package private) RandomFactory	CLARA.Par.random	Random factory for initialization.
(package private) RandomFactory	CLARA.random	Random factory for initialization.
(package private) RandomFactory	CLARANS.Par.random	Random factory for initialization.
protected RandomFactory	CLARANS.random	Random factory for initialization.
(package private) RandomFactory	FastCLARA.Par.random	Random factory for initialization.
(package private) RandomFactory	FastCLARA.random	Random factory for initialization.
(package private) RandomFactory	FasterCLARA.Par.random	Random factory for initialization.
(package private) RandomFactory	FasterCLARA.random	Random factory for initialization.

Constructors in elki.clustering.kmedoids with parameters of type RandomFactory

Constructor	Description
CLARA(Distance<? super V> distance, int k, int maxiter, KMedoidsInitialization<V> initializer, int numsamples, double sampling, boolean keepmed, RandomFactory random)	Constructor.
CLARANS(Distance<? super O> distance, int k, int numlocal, double maxneighbor, RandomFactory random)	Constructor.
FastCLARA(Distance<? super V> distance, int k, int maxiter, KMedoidsInitialization<V> initializer, double fasttol, int numsamples, double sampling, boolean keepmed, RandomFactory random)	Constructor.
FastCLARANS(Distance<? super V> distance, int k, int numlocal, double maxneighbor, RandomFactory random)	Constructor.
FasterCLARA(Distance<? super O> distance, int k, int maxiter, KMedoidsInitialization<O> initializer, int numsamples, double sampling, boolean keepmed, RandomFactory random)	Constructor.

Uses of RandomFactory in elki.clustering.kmedoids.initialization

Fields in elki.clustering.kmedoids.initialization declared as RandomFactory

Modifier and Type	Field	Description
private RandomFactory	LAB.rnd	Random generator

Constructors in elki.clustering.kmedoids.initialization with parameters of type RandomFactory

Constructor	Description
LAB(RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.clustering.subspace

Fields in elki.clustering.subspace declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	DOC.Par.random	Random seeding factory.
protected RandomFactory	DOC.rnd	Randomizer used internally for sampling points.
protected RandomFactory	PROCLUS.Par.rnd	Random generator
private RandomFactory	PROCLUS.rnd	Random generator

Constructors in elki.clustering.subspace with parameters of type RandomFactory

Constructor	Description
DOC(double alpha, double beta, double w, RandomFactory random)	Constructor.
FastDOC(double alpha, double beta, double w, int d_zero, RandomFactory random)	Constructor.
PROCLUS(int k, int k_i, int l, int m_i, RandomFactory rnd)	Java constructor.

Uses of RandomFactory in elki.clustering.uncertain

Fields in elki.clustering.uncertain declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	FDBSCANNeighborPredicate.rand	The random generator to draw the samples with.
protected RandomFactory	RepresentativeUncertainClustering.Par.random	Random factory for sampling.
protected RandomFactory	RepresentativeUncertainClustering.random	Random factory for sampling.
protected RandomFactory	UKMeans.Par.rnd	Our Random factory
protected RandomFactory	UKMeans.rnd	Our Random factory
protected RandomFactory	FDBSCAN.Par.seed	Random generator.
protected RandomFactory	FDBSCANNeighborPredicate.Par.seed	Random generator.

Constructors in elki.clustering.uncertain with parameters of type RandomFactory

Constructor	Description
FDBSCAN(double epsilon, int sampleSize, double threshold, RandomFactory seed, int minpts)	Constructor that initialized GeneralizedDBSCAN.
FDBSCANNeighborPredicate(double epsilon, int sampleSize, double threshold, RandomFactory seed)	Constructor.
Instance(double epsilon, int sampleSize, double threshold, Relation<? extends UncertainObject> relation, RandomFactory rand)	Constructor.
RepresentativeUncertainClustering(ClusteringDistanceSimilarity distance, ClusteringAlgorithm<?> metaAlgorithm, ClusteringAlgorithm<?> samplesAlgorithm, int numsamples, RandomFactory random, double alpha, boolean keep)	Constructor, quite trivial.
UKMeans(int k, int maxiter, RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.data.projection.random

Fields in elki.data.projection.random declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	AbstractRandomProjectionFamily.Par.random	Random generator.

Constructors in elki.data.projection.random with parameters of type RandomFactory

Constructor	Description
AbstractRandomProjectionFamily(RandomFactory random)	Constructor.
AchlioptasRandomProjectionFamily(double sparsity, RandomFactory random)	Constructor.
CauchyRandomProjectionFamily(RandomFactory random)	Constructor.
GaussianRandomProjectionFamily(RandomFactory random)	Constructor.
RandomSubsetProjectionFamily(RandomFactory random)	Constructor.
SimplifiedRandomHyperplaneProjectionFamily(RandomFactory random)	Constructor.

Uses of RandomFactory in elki.database.ids

Methods in elki.database.ids with parameters of type RandomFactory

Modifier and Type	Method	Description
static DBIDs	DBIDUtil.randomSample(DBIDs ids, double rate, RandomFactory random)	Produce a random sample of the given DBIDs.
static ModifiableDBIDs	DBIDUtil.randomSample(DBIDs source, int k, RandomFactory rnd)	Produce a random sample of the given DBIDs.
static DBIDVar	DBIDUtil.randomSample(DBIDs ids, RandomFactory random)	Draw a single random sample.
static ModifiableDBIDs	DBIDUtil.randomSampleExcept(DBIDs source, DBIDRef except, int k, RandomFactory rnd)	Produce a random sample of the given DBIDs.
static void	DBIDUtil.randomShuffle(ArrayModifiableDBIDs ids, RandomFactory rnd)	Produce a random shuffling of the given DBID array.
static ArrayDBIDs[]	DBIDUtil.randomSplit(DBIDs ids, int p, RandomFactory rnd)	Randomly split IDs into p partitions of almost-equal size.

Uses of RandomFactory in elki.datasource

Fields in elki.datasource declared as RandomFactory

Modifier and Type	Field	Description
private RandomFactory	GeneratorXMLDatabaseConnection.clusterRandom	Random generator used for initializing cluster generators.
(package private) RandomFactory	GeneratorXMLDatabaseConnection.Par.clusterRandom	Random generator used for initializing cluster generators.
(package private) RandomFactory	RandomDoubleVectorDatabaseConnection.Par.rnd	Random generator.
protected RandomFactory	RandomDoubleVectorDatabaseConnection.rnd	Random generator

Constructors in elki.datasource with parameters of type RandomFactory

Constructor	Description
GeneratorXMLDatabaseConnection(java.util.List<? extends ObjectFilter> filters, java.net.URI specfile, double sizescale, java.util.regex.Pattern reassign, boolean reassignByDistance, RandomFactory clusterRandom)	Constructor.
RandomDoubleVectorDatabaseConnection(int dim, int size, RandomFactory rnd, java.util.List<? extends ObjectFilter> filters)	Constructor.

Uses of RandomFactory in elki.datasource.filter.cleaning

Fields in elki.datasource.filter.cleaning declared as RandomFactory

Modifier and Type	Field	Description
private RandomFactory	ReplaceNaNWithRandomFilter.Par.rnd	Random generator.

Constructors in elki.datasource.filter.cleaning with parameters of type RandomFactory

Constructor	Description
ReplaceNaNWithRandomFilter(Distribution dist, RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.datasource.filter.selection

Fields in elki.datasource.filter.selection declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	RandomSamplingStreamFilter.Par.rnd	Random generator
(package private) RandomFactory	ShuffleObjectsFilter.Par.rnd	Random generator
(package private) RandomFactory	ShuffleObjectsFilter.rnd	Random generator.

Constructors in elki.datasource.filter.selection with parameters of type RandomFactory

Constructor	Description
RandomSamplingStreamFilter(double prob, RandomFactory rnd)	Constructor.
ShuffleObjectsFilter(RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.datasource.filter.transform

Fields in elki.datasource.filter.transform declared as RandomFactory

Modifier and Type	Field	Description
(package private) RandomFactory	FastMultidimensionalScalingTransform.Par.random	Random generator.
(package private) RandomFactory	FastMultidimensionalScalingTransform.random	Random generator.
(package private) RandomFactory	HistogramJitterFilter.Par.rnd	Random generator seed.
protected RandomFactory	NumberVectorRandomFeatureSelectionFilter.Par.rnd	Random generator.
protected RandomFactory	NumberVectorRandomFeatureSelectionFilter.rnd	Holds a random generator.

Constructors in elki.datasource.filter.transform with parameters of type RandomFactory

Constructor	Description
FastMultidimensionalScalingTransform(int tdim, PrimitiveDistance<? super I> dist, NumberVector.Factory<O> factory, RandomFactory random)	Constructor.
HistogramJitterFilter(double jitter, RandomFactory rnd)	Constructor.
NumberVectorRandomFeatureSelectionFilter(int dim, RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.datasource.filter.typeconversions

Fields in elki.datasource.filter.typeconversions declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	UncertainifyFilter.Par.rand	Random generator.

Constructors in elki.datasource.filter.typeconversions with parameters of type RandomFactory

Constructor	Description
UncertainifyFilter(Uncertainifier<UO> generator, boolean keep, RandomFactory randf)	Constructor.

Uses of RandomFactory in elki.evaluation.classification.holdout

Fields in elki.evaluation.classification.holdout declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	RandomizedHoldout.Par.random	The random generator.
protected RandomFactory	RandomizedHoldout.random	The random generator.

Constructors in elki.evaluation.classification.holdout with parameters of type RandomFactory

Constructor	Description
DisjointCrossValidation(RandomFactory random, int nfold)	Constructor.
RandomizedCrossValidation(RandomFactory random, int nfold)	Constructor for n-fold cross-validation.
RandomizedHoldout(RandomFactory random)	Sets the parameter seed to the parameterToDescription map.

Uses of RandomFactory in elki.index.laesa

Fields in elki.index.laesa declared as RandomFactory

Modifier and Type	Field	Description
(package private) RandomFactory	LAESA.Factory.Par.rng	Random generator
(package private) RandomFactory	LAESA.Factory.rng	Random generator
(package private) RandomFactory	LAESA.rng	Random generator

Constructors in elki.index.laesa with parameters of type RandomFactory

Constructor	Description
Factory(Distance<? super O> distance, int m, int k, RandomFactory rng)	Constructor.
LAESA(Relation<O> relation, Distance<? super O> distance, int m, int k, RandomFactory rng)	Constructor.

Uses of RandomFactory in elki.index.lsh.hashfamilies

Fields in elki.index.lsh.hashfamilies declared as RandomFactory

Modifier and Type	Field	Description
(package private) RandomFactory	AbstractProjectedHashFunctionFamily.Par.random	Random generator to use.
protected RandomFactory	AbstractProjectedHashFunctionFamily.random	Random generator to use.
(package private) RandomFactory	CosineHashFunctionFamily.Par.random	Random generator to use.

Constructors in elki.index.lsh.hashfamilies with parameters of type RandomFactory

Constructor	Description
AbstractProjectedHashFunctionFamily(RandomFactory random, RandomProjectionFamily proj, double width, int k)	Constructor.
CosineHashFunctionFamily(int k, RandomFactory random)	Constructor.
EuclideanHashFunctionFamily(RandomFactory random, double width, int k)	Constructor.
ManhattanHashFunctionFamily(RandomFactory random, double width, int k)	Constructor.

Uses of RandomFactory in elki.index.preprocessed.fastoptics

Fields in elki.index.preprocessed.fastoptics declared as RandomFactory

Modifier and Type	Field	Description
(package private) RandomFactory	RandomProjectedNeighborsAndDensities.Par.rnd	Random factory.
(package private) RandomFactory	RandomProjectedNeighborsAndDensities.rnd	Random factory.

Constructors in elki.index.preprocessed.fastoptics with parameters of type RandomFactory

Constructor	Description
RandomProjectedNeighborsAndDensities(RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.index.preprocessed.knn

Fields in elki.index.preprocessed.knn declared as RandomFactory

Modifier and Type	Field	Description
(package private) RandomFactory	NaiveProjectedKNNPreprocessor.Factory.Par.random	Random number generator.
(package private) RandomFactory	NaiveProjectedKNNPreprocessor.Factory.random	Random number generator.
(package private) RandomFactory	SpacefillingKNNPreprocessor.Factory.Par.random	Random number generator.
(package private) RandomFactory	SpacefillingKNNPreprocessor.Factory.random	Random number generator.
(package private) RandomFactory	SpacefillingMaterializeKNNPreprocessor.Factory.Par.random	Random number generator.
(package private) RandomFactory	SpacefillingMaterializeKNNPreprocessor.Factory.random	Random number generator.
private RandomFactory	NNDescent.Factory.Par.rnd	Random generator
private RandomFactory	NNDescent.Factory.rnd	Random generator
private RandomFactory	NNDescent.rnd	Random generator
private RandomFactory	PartitionApproximationMaterializeKNNPreprocessor.Factory.Par.rnd	Random generator
private RandomFactory	PartitionApproximationMaterializeKNNPreprocessor.Factory.rnd	Random generator
private RandomFactory	PartitionApproximationMaterializeKNNPreprocessor.rnd	Random generator
private RandomFactory	RandomSampleKNNPreprocessor.Factory.Par.rnd	Random generator
private RandomFactory	RandomSampleKNNPreprocessor.Factory.rnd	Random generator
private RandomFactory	RandomSampleKNNPreprocessor.rnd	Random generator

Constructors in elki.index.preprocessed.knn with parameters of type RandomFactory

Constructor	Description
Factory(double window, int projections, RandomProjectionFamily proj, RandomFactory random)	Constructor.
Factory(int k, Distance<? super O> distance, RandomFactory rnd, double delta, double rho, boolean noInitialNeighbors, int iterations)	Constructor.
Factory(int k, Distance<? super O> distance, int partitions, RandomFactory rnd)	Constructor.
Factory(int k, Distance<? super O> distance, double share, RandomFactory rnd)	Constructor.
Factory(java.util.List<? extends SpatialSorter> curvegen, double window, int variants, int odim, RandomProjectionFamily proj, RandomFactory random)	Constructor.
Factory(int k, Distance<? super V> distance, java.util.List<? extends SpatialSorter> curvegen, double window, int variants, RandomFactory random)	Constructor.
NNDescent(Relation<O> relation, Distance<? super O> distance, int k, RandomFactory rnd, double delta, double rho, boolean noInitialNeighbors, int iterations)	Constructor.
PartitionApproximationMaterializeKNNPreprocessor(Relation<O> relation, Distance<? super O> distance, int k, int partitions, RandomFactory rnd)	Constructor
RandomSampleKNNPreprocessor(Relation<O> relation, Distance<? super O> distance, int k, double share, RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.index.projected

Fields in elki.index.projected declared as RandomFactory

Modifier and Type	Field	Description
(package private) RandomFactory	PINN.Par.random	Random generator.

Constructors in elki.index.projected with parameters of type RandomFactory

Constructor	Description
PINN(IndexFactory<O> inner, int t, double s, double h, RandomFactory random)	Constructor.

Uses of RandomFactory in elki.index.tree.metrical.mtreevariants.strategies.split

Fields in elki.index.tree.metrical.mtreevariants.strategies.split declared as RandomFactory

Modifier and Type	Field	Description
(package private) RandomFactory	RandomSplit.Par.rnd	Random generator

Constructors in elki.index.tree.metrical.mtreevariants.strategies.split with parameters of type RandomFactory

Constructor	Description
RandomSplit(DistributionStrategy distributor, RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.index.tree.metrical.vptree

Fields in elki.index.tree.metrical.vptree declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	GNAT.Factory.Par.random	Random generator
(package private) RandomFactory	GNAT.Factory.random	Random factory
(package private) RandomFactory	GNAT.random	Random factory for selecting vantage points
protected RandomFactory	VPTree.Factory.Par.random	Random generator
(package private) RandomFactory	VPTree.Factory.random	Random factory
(package private) RandomFactory	VPTree.random	Random factory for selecting vantage points

Constructors in elki.index.tree.metrical.vptree with parameters of type RandomFactory

Constructor	Description
Factory(Distance<? super O> distFunc, RandomFactory random, int numberVantagePoints)	Constructor.
Factory(Distance<? super O> distFunc, RandomFactory random, int sampleSize, int truncate)	Constructor.
GNAT(Relation<O> relation, Distance<? super O> distance, RandomFactory random, int numberVPs)	Constructor.
VPTree(Relation<O> relation, Distance<? super O> distance, RandomFactory random, int sampleSize, int truncate)	Constructor.

Uses of RandomFactory in elki.math.linearalgebra.pca

Fields in elki.math.linearalgebra.pca declared as RandomFactory

Modifier and Type	Field	Description
(package private) RandomFactory	RANSACCovarianceMatrixBuilder.Par.rnd	Random generator
(package private) RandomFactory	RANSACCovarianceMatrixBuilder.rnd	Random generator

Constructors in elki.math.linearalgebra.pca with parameters of type RandomFactory

Constructor	Description
RANSACCovarianceMatrixBuilder(int iterations, RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.math.statistics.dependence

Fields in elki.math.statistics.dependence declared as RandomFactory

Modifier and Type	Field	Description
private RandomFactory	HiCSDependence.Par.rnd	Random generator.
private RandomFactory	HiCSDependence.rnd	Random generator
protected RandomFactory	MCDEDependence.Par.rnd	Random generator.
protected RandomFactory	MCDEDependence.rnd	Random generator.

Constructors in elki.math.statistics.dependence with parameters of type RandomFactory

Constructor	Description
HiCSDependence(GoodnessOfFitTest statTest, int m, double alpha, RandomFactory rnd)	Constructor.
MCDEDependence(int m, double alpha, double beta, RandomFactory rnd, MCDETest<?> mcdeTest)	Constructor.

Uses of RandomFactory in elki.math.statistics.dependence.mcde

Fields in elki.math.statistics.dependence.mcde declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	MWPTest.rnd	Random generator.

Uses of RandomFactory in elki.math.statistics.distribution

Fields in elki.math.statistics.distribution declared as RandomFactory

Modifier and Type	Field	Description
(package private) RandomFactory	HaltonUniformDistribution.Par.rnd	Generator to choose random parameters.

Uses of RandomFactory in elki.outlier.density

Fields in elki.outlier.density declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	IsolationForest.Par.rnd	Random generator
private RandomFactory	IsolationForest.rnd	Random generator

Constructors in elki.outlier.density with parameters of type RandomFactory

Constructor	Description
IsolationForest(int numTrees, int subsampleSize, RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.outlier.lof

Fields in elki.outlier.lof declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	ALOCI.Par.rnd	Random generator
private RandomFactory	ALOCI.rnd	Random generator

Constructors in elki.outlier.lof with parameters of type RandomFactory

Constructor	Description
ALOCI(NumberVectorDistance<? super V> distance, int nmin, int alpha, int g, RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.outlier.meta

Fields in elki.outlier.meta declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	FeatureBagging.Par.rnd	Random generator.
private RandomFactory	FeatureBagging.rnd	Random number generator for subspace choice.
private RandomFactory	HiCS.Par.rnd	Random generator.
private RandomFactory	HiCS.rnd	Random generator.

Constructors in elki.outlier.meta with parameters of type RandomFactory

Constructor	Description
FeatureBagging(int k, int num, boolean breadth, RandomFactory rnd)	Constructor.
HiCS(int m, double alpha, OutlierAlgorithm outlierAlgorithm, GoodnessOfFitTest statTest, int cutoff, RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.outlier.subspace

Fields in elki.outlier.subspace declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	AggarwalYuEvolutionary.Par.rnd	Random generator
private RandomFactory	AggarwalYuEvolutionary.rnd	Random generator.

Constructors in elki.outlier.subspace with parameters of type RandomFactory

Constructor	Description
AggarwalYuEvolutionary(int k, int phi, int m, RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.projection

Fields in elki.projection declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	SNE.Par.random	Random generator
protected RandomFactory	SNE.random	Random generator
protected RandomFactory	TSNE.Par.random	Random generator
protected RandomFactory	TSNE.random	Random generator

Constructors in elki.projection with parameters of type RandomFactory

Constructor	Description
BarnesHutTSNE(AffinityMatrixBuilder<? super O> affinity, int dim, double finalMomentum, double learningRate, int maxIterations, RandomFactory random, boolean keep, double theta)	Constructor.
SNE(AffinityMatrixBuilder<? super O> affinity, int dim, double finalMomentum, double learningRate, int iterations, RandomFactory random, boolean keep)	Constructor.
SNE(AffinityMatrixBuilder<? super O> affinity, int dim, RandomFactory random)	Constructor with default values.
TSNE(AffinityMatrixBuilder<? super O> affinity, int dim, double finalMomentum, double learningRate, int iterations, RandomFactory random, boolean keep)	Constructor.
TSNE(AffinityMatrixBuilder<? super O> affinity, int dim, RandomFactory random)	Constructor with default values.

Uses of RandomFactory in elki.timeseries

Fields in elki.timeseries declared as RandomFactory

Modifier and Type	Field	Description
(package private) RandomFactory	OfflineChangePointDetectionAlgorithm.Par.rnd	Random generator
(package private) RandomFactory	OfflineChangePointDetectionAlgorithm.rnd	Random generator

Constructors in elki.timeseries with parameters of type RandomFactory

Constructor	Description
OfflineChangePointDetectionAlgorithm(double confidence, int bootstrapSteps, RandomFactory rnd)	Constructor

Uses of RandomFactory in elki.utilities.optionhandling.parameters

Methods in elki.utilities.optionhandling.parameters that return RandomFactory

Modifier and Type	Method	Description
protected RandomFactory	RandomParameter.parseValue(java.lang.Object obj)

Method parameters in elki.utilities.optionhandling.parameters with type arguments of type RandomFactory

Modifier and Type	Method	Description
boolean	RandomParameter.grab(Parameterization config, java.util.function.Consumer<RandomFactory> consumer)	Get the parameter.

Constructors in elki.utilities.optionhandling.parameters with parameters of type RandomFactory

Constructor	Description
RandomParameter(OptionID optionID, RandomFactory defaultValue)	Constructor with default value.

Uses of RandomFactory in elki.utilities.random

Fields in elki.utilities.random declared as RandomFactory

Modifier and Type	Field	Description
static RandomFactory	RandomFactory.DEFAULT	Global default factory

Methods in elki.utilities.random that return RandomFactory

Modifier and Type	Method	Description
static RandomFactory	RandomFactory.get(java.lang.Long seed)	Factory method: Get a random factory for the given seed.

Uses of RandomFactory in elki.utilities.referencepoints

Fields in elki.utilities.referencepoints declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	RandomGeneratedReferencePoints.Par.rnd	Random generator.
protected RandomFactory	RandomGeneratedReferencePoints.rnd	Random generator.
protected RandomFactory	RandomSampleReferencePoints.Par.rnd	Random generator.
protected RandomFactory	RandomSampleReferencePoints.rnd	Random generator.

Constructors in elki.utilities.referencepoints with parameters of type RandomFactory

Constructor	Description
RandomGeneratedReferencePoints(int samplesize, double scale, RandomFactory rnd)	Constructor.
RandomSampleReferencePoints(int samplesize, RandomFactory rnd)	Constructor.

Uses of RandomFactory in elki.visualization

Fields in elki.visualization declared as RandomFactory

Modifier and Type	Field	Description
private RandomFactory	VisualizerParameterizer.rnd	Random seed for sampling.

Uses of RandomFactory in elki.visualization.visualizers.scatterplot.uncertain

Fields in elki.visualization.visualizers.scatterplot.uncertain declared as RandomFactory

Modifier and Type	Field	Description
protected RandomFactory	UncertainSamplesVisualization.Instance.random	Random factory.