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.evaluation.roc |
Evaluation of rankings using ROC AUC (Receiver Operation Characteristics - Area Under Curve)
|
de.lmu.ifi.dbs.elki.math.histograms |
Classes for computing histograms.
|
de.lmu.ifi.dbs.elki.utilities.pairs |
Pairs and triples utility classes.
|
Modifier and Type | Method and Description |
---|---|
private Heap<DoubleObjPair<DBID>> |
ABOD.calcDistsandNN(Relation<V> data,
KernelMatrix kernelMatrix,
int sampleSize,
DBID aKey,
HashMap<DBID,Double> dists) |
private Heap<DoubleObjPair<DBID>> |
ABOD.calcDistsandRNDSample(Relation<V> data,
KernelMatrix kernelMatrix,
int sampleSize,
DBID aKey,
HashMap<DBID,Double> dists) |
Modifier and Type | Method and Description |
---|---|
Collection<DoubleObjPair<DBID>> |
UnweightedNeighborhoodAdapter.getWeightedNeighbors(DBID reference) |
Collection<DoubleObjPair<DBID>> |
LinearWeightedExtendedNeighborhood.getWeightedNeighbors(DBID reference) |
Collection<DoubleObjPair<DBID>> |
WeightedNeighborSetPredicate.getWeightedNeighbors(DBID reference)
Get the neighbors of a reference object for DBSCAN.
|
Modifier and Type | Method and Description |
---|---|
DoubleObjPair<DBID> |
ROC.OutlierScoreAdapter.next() |
Modifier and Type | Field and Description |
---|---|
private ArrayList<DoubleObjPair<D>> |
FlexiHistogram.tempcache
Cache for elements when not yet initialized.
|
Modifier and Type | Method and Description |
---|---|
DoubleObjPair<T> |
ReplacingHistogram.Iter.next() |
DoubleObjPair<T> |
ReplacingHistogram.RIter.next() |
Modifier and Type | Method and Description |
---|---|
Iterator<DoubleObjPair<T>> |
FlexiHistogram.iterator() |
Iterator<DoubleObjPair<T>> |
ReplacingHistogram.iterator()
Get an iterator over all histogram bins.
|
Iterator<DoubleObjPair<T>> |
FlexiHistogram.reverseIterator() |
Iterator<DoubleObjPair<T>> |
ReplacingHistogram.reverseIterator()
Get an iterator over all histogram bins.
|
Modifier and Type | Method and Description |
---|---|
int |
DoubleObjPair.compareTo(DoubleObjPair<O> o) |