Package | Description |
---|---|
de.lmu.ifi.dbs.elki.algorithm.outlier |
Outlier detection algorithms
|
de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood.weighted |
Weighted Neighborhood definitions.
|
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.database.ids |
Database object identification and ID group handling API.
|
de.lmu.ifi.dbs.elki.database.ids.integer |
Integer-based DBID implementation --
do not use directly - always use
DBIDUtil . |
de.lmu.ifi.dbs.elki.evaluation.roc |
Evaluation of rankings using ROC AUC (Receiver Operation Characteristics - Area Under Curve)
|
Modifier and Type | Method and Description |
---|---|
private Heap<DoubleDBIDPair> |
ABOD.calcDistsandNN(Relation<V> data,
KernelMatrix kernelMatrix,
int sampleSize,
DBIDRef aKey,
WritableDoubleDataStore dists) |
private Heap<DoubleDBIDPair> |
ABOD.calcDistsandRNDSample(Relation<V> data,
KernelMatrix kernelMatrix,
int sampleSize,
DBIDRef aKey,
WritableDoubleDataStore dists) |
Modifier and Type | Method and Description |
---|---|
Collection<DoubleDBIDPair> |
UnweightedNeighborhoodAdapter.getWeightedNeighbors(DBIDRef reference) |
Collection<DoubleDBIDPair> |
LinearWeightedExtendedNeighborhood.getWeightedNeighbors(DBIDRef reference) |
Collection<DoubleDBIDPair> |
WeightedNeighborSetPredicate.getWeightedNeighbors(DBIDRef reference)
Get the neighbors of a reference object for DBSCAN.
|
Modifier and Type | Method and Description |
---|---|
private static void |
DistanceStatisticsWithClasses.shrinkHeap(TreeSet<DoubleDBIDPair> hotset,
int k)
Shrink the heap of "hot" (extreme) items.
|
Modifier and Type | Method and Description |
---|---|
static DoubleDBIDPair |
DBIDUtil.newPair(double val,
DBIDRef id)
Make a DoubleDBIDPair.
|
DoubleDBIDPair |
DBIDFactory.newPair(double val,
DBIDRef id)
Make a double-DBID pair.
|
Modifier and Type | Class and Description |
---|---|
(package private) class |
IntegerDoubleDBIDPair
Pair containing a double value and an integer DBID.
|
Modifier and Type | Method and Description |
---|---|
DoubleDBIDPair |
SimpleDBIDFactory.newPair(double val,
DBIDRef id) |
DoubleDBIDPair |
TrivialDBIDFactory.newPair(double val,
DBIDRef id) |
Modifier and Type | Method and Description |
---|---|
int |
IntegerDoubleDBIDPair.compareTo(DoubleDBIDPair o) |
Modifier and Type | Method and Description |
---|---|
DoubleDBIDPair |
ROC.OutlierScoreAdapter.next() |