Uses of Class
elki.math.DoubleMinMax
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Packages that use DoubleMinMax Package Description elki.algorithm.statistics Statistical analysis algorithms.elki.math Mathematical operations and utilities used throughout the framework.elki.math.geometry Algorithms from computational geometry.elki.math.statistics.distribution.estimator Estimators for statistical distributions.elki.outlier.anglebased Angle-based outlier detection algorithms.elki.outlier.clustering Clustering based outlier detection.elki.outlier.intrinsic Outlier detection algorithms based on intrinsic dimensionality.elki.outlier.lof LOF family of outlier detection algorithms.elki.parallel.processor Processor API of ELKI, and some essential shared processors.elki.utilities.scaling Scaling functions: linear, logarithmic, gamma, clipping, ... -
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Uses of DoubleMinMax in elki.algorithm.statistics
Methods in elki.algorithm.statistics that return DoubleMinMax Modifier and Type Method Description private DoubleMinMax
DistanceStatisticsWithClasses. exactMinMax(Relation<O> relation, DistanceQuery<O> distance)
Compute the exact maximum and minimum.private DoubleMinMax
DistanceStatisticsWithClasses. sampleMinMax(Relation<O> relation, DistanceQuery<O> distance)
Estimate minimum and maximum via sampling. -
Uses of DoubleMinMax in elki.math
Methods in elki.math that return DoubleMinMax Modifier and Type Method Description DoubleMinMax
MeanVarianceMinMax. getDoubleMinMax()
Get the current minimum and maximum.static DoubleMinMax[]
DoubleMinMax. newArray(int size)
Generate a new array of initialized DoubleMinMax objects (with default constructor)Methods in elki.math with parameters of type DoubleMinMax Modifier and Type Method Description void
DoubleMinMax. put(DoubleMinMax val)
Process a MinMax pair. -
Uses of DoubleMinMax in elki.math.geometry
Fields in elki.math.geometry declared as DoubleMinMax Modifier and Type Field Description private DoubleMinMax
GrahamScanConvexHull2D. minmaxX
Min/Max in Xprivate DoubleMinMax
GrahamScanConvexHull2D. minmaxY
Min/Max in Y -
Uses of DoubleMinMax in elki.math.statistics.distribution.estimator
Methods in elki.math.statistics.distribution.estimator with parameters of type DoubleMinMax Modifier and Type Method Description UniformDistribution
UniformMinMaxEstimator. estimate(DoubleMinMax mm)
Estimate parameters from minimum and maximum observed. -
Uses of DoubleMinMax in elki.outlier.anglebased
Methods in elki.outlier.anglebased with parameters of type DoubleMinMax Modifier and Type Method Description private void
FastABOD. fastABOD(Relation<V> relation, DBIDs ids, WritableDoubleDataStore abodvalues, DoubleMinMax minmaxabod)
Full kernel-based version.private boolean
FastABOD. kNNABOD(Relation<V> relation, DBIDs ids, WritableDoubleDataStore abodvalues, DoubleMinMax minmaxabod)
Simpler kNN based, can use more indexing. -
Uses of DoubleMinMax in elki.outlier.clustering
Methods in elki.outlier.clustering with parameters of type DoubleMinMax Modifier and Type Method Description private void
CBLOF. computeCBLOFs(Relation<O> relation, WritableDoubleDataStore cblofs, DoubleMinMax cblofMinMax, java.util.List<? extends Cluster<MeanModel>> largeClusters, java.util.List<? extends Cluster<MeanModel>> smallClusters)
Compute the CBLOF scores for all the data.private void
KMeansOutlierDetection. distanceScoring(Clustering<?> c, Relation<O> relation, NumberVectorDistance<? super O> distfunc, WritableDoubleDataStore scores, DoubleMinMax mm)
Simple distance-based scoring function.private void
KMeansOutlierDetection. singletonsScoring(Clustering<?> c, Relation<O> relation, NumberVectorDistance<? super O> distfunc, WritableDoubleDataStore scores, DoubleMinMax mm)
Distance-based scoring that takes singletons into account.private void
CBLOF. storeCBLOFScore(WritableDoubleDataStore cblofs, DoubleMinMax cblofMinMax, double cblof, DBIDIter iter)
private void
KMeansOutlierDetection. varianceScoring(Clustering<?> c, Relation<O> relation, NumberVectorDistance<? super O> distfunc, WritableDoubleDataStore scores, DoubleMinMax mm)
Variance-based scoring function. -
Uses of DoubleMinMax in elki.outlier.intrinsic
Methods in elki.outlier.intrinsic that return DoubleMinMax Modifier and Type Method Description static DoubleMinMax
ISOS. transformScores(WritableDoubleDataStore scores, DBIDs ids, double logPerp, double phi)
Transform scoresMethods in elki.outlier.intrinsic with parameters of type DoubleMinMax Modifier and Type Method Description protected DoubleDataStore
IDOS. computeIDOS(DBIDs ids, KNNSearcher<DBIDRef> knnQ, DoubleDataStore intDims, DoubleMinMax idosminmax)
Computes all IDOS scores. -
Uses of DoubleMinMax in elki.outlier.lof
Methods in elki.outlier.lof with parameters of type DoubleMinMax Modifier and Type Method Description private void
COF. computeCOFScores(KNNSearcher<DBIDRef> knnq, DBIDs ids, DoubleDataStore acds, WritableDoubleDataStore cofs, DoubleMinMax cofminmax)
Compute Connectivity outlier factors.protected void
INFLO. computeINFLO(Relation<O> relation, ModifiableDBIDs pruned, KNNSearcher<DBIDRef> knnq, WritableDataStore<ModifiableDBIDs> rNNminuskNNs, WritableDoubleDataStore inflos, DoubleMinMax inflominmax)
Compute the final INFLO scores.protected void
FlexibleLOF. computeLOFs(KNNSearcher<DBIDRef> knnq, DBIDs ids, DoubleDataStore lrds, WritableDoubleDataStore lofs, DoubleMinMax lofminmax)
Computes the Local outlier factor (LOF) of the specified objects.private void
LOF. computeLOFScores(KNNSearcher<DBIDRef> knnq, DBIDs ids, DoubleDataStore lrds, WritableDoubleDataStore lofs, DoubleMinMax lofminmax)
Compute local outlier factors.protected void
KDEOS. computeOutlierScores(KNNSearcher<DBIDRef> knnq, DBIDs ids, WritableDataStore<double[]> densities, WritableDoubleDataStore kdeos, DoubleMinMax minmax)
Compute the final KDEOS scores.private void
SimplifiedLOF. computeSimplifiedLOFs(DBIDs ids, KNNSearcher<DBIDRef> knnq, WritableDoubleDataStore slrds, WritableDoubleDataStore lofs, DoubleMinMax lofminmax)
Compute the simplified LOF factors.private void
VarianceOfVolume. computeVOVs(KNNSearcher<DBIDRef> knnq, DBIDs ids, DoubleDataStore vols, WritableDoubleDataStore vovs, DoubleMinMax vovminmax)
Compute variance of volumes. -
Uses of DoubleMinMax in elki.parallel.processor
Fields in elki.parallel.processor declared as DoubleMinMax Modifier and Type Field Description private DoubleMinMax
DoubleMinMaxProcessor.Instance. minmax
The central data store.(package private) DoubleMinMax
DoubleMinMaxProcessor. minmax
The central data store.Methods in elki.parallel.processor that return DoubleMinMax Modifier and Type Method Description DoubleMinMax
DoubleMinMaxProcessor. getMinMax()
Get the minmax object.Methods in elki.parallel.processor with parameters of type DoubleMinMax Modifier and Type Method Description protected void
DoubleMinMaxProcessor. merge(DoubleMinMax minmax)
Merge the result of an instance. -
Uses of DoubleMinMax in elki.utilities.scaling
Constructors in elki.utilities.scaling with parameters of type DoubleMinMax Constructor Description LinearScaling(DoubleMinMax minmax)
Constructor from a double minmax.
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