| Package | Description |
|---|---|
| de.lmu.ifi.dbs.elki.algorithm.outlier |
Outlier detection algorithms
|
| 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.database.query |
Database queries - computing distances, neighbors, similarities - API and general documentation.
|
| de.lmu.ifi.dbs.elki.evaluation.roc |
Evaluation of rankings using ROC AUC (Receiver Operation Characteristics - Area Under Curve)
|
| de.lmu.ifi.dbs.elki.index.tree.spatial |
Tree-based index structures for spatial indexing.
|
| de.lmu.ifi.dbs.elki.math |
Mathematical operations and utilities used throughout the framework.
|
| de.lmu.ifi.dbs.elki.utilities.datastructures.heap |
Heap structures and variations such as bounded priority heaps.
|
| de.lmu.ifi.dbs.elki.utilities.pairs |
Pairs and triples utility classes.
|
| Modifier and Type | Class and Description |
|---|---|
private static class |
AggarwalYuEvolutionary.Individuum
Individuum for the evolutionary search.
|
| Modifier and Type | Interface and Description |
|---|---|
interface |
DBIDPair
Immutable pair of two DBIDs.
|
| Modifier and Type | Class and Description |
|---|---|
class |
IntegerDBIDPair
DBID pair using two ints for storage.
|
| Modifier and Type | Interface and Description |
|---|---|
interface |
DistanceResultPair<D extends Distance<?>>
Class that consists of a pair (distance, object ID) commonly returned for kNN
and range queries.
|
| Modifier and Type | Class and Description |
|---|---|
class |
DoubleDistanceResultPair
Optimized DistanceResultPair that avoids/postpones an extra layer of boxing
for double values.
|
class |
GenericDistanceResultPair<D extends Distance<D>>
Trivial implementation using a generic pair.
|
| Modifier and Type | Method and Description |
|---|---|
static <C extends Comparable<? super C>,T> |
ROC.materializeROC(int size,
Set<? super T> ids,
Iterator<? extends PairInterface<C,T>> nei)
Compute a ROC curve given a set of positive IDs and a sorted list of
(comparable, ID)s, where the comparable object is used to decided when two
objects are interchangeable.
|
| Modifier and Type | Class and Description |
|---|---|
class |
SpatialPair<K,V extends SpatialComparable>
Defines the requirements for objects that can be indexed by a Spatial Index,
which are spatial nodes or data objects.
|
| Modifier and Type | Class and Description |
|---|---|
class |
DoubleMinMax
Class to find the minimum and maximum double values in data.
|
class |
MinMax<T extends Comparable<? super T>>
Class to find the minimum and maximum double values in data.
|
| Modifier and Type | Class and Description |
|---|---|
class |
IntegerPriorityObject<O>
Object for a priority queue with integer priority.
|
| Modifier and Type | Class and Description |
|---|---|
class |
CPair<FIRST extends Comparable<? super FIRST>,SECOND extends Comparable<? super SECOND>>
Pair with canonical comparison function derived from the components comparable interfaces.
|
class |
DoubleDoublePair
Pair storing two doubles.
|
class |
DoubleIntPair
Pair storing an integer and a double.
|
class |
DoubleObjPair<O>
Pair storing a native double value and an arbitrary object.
|
class |
FCPair<FIRST extends Comparable<? super FIRST>,SECOND>
Pair that can only be compared by it's first component.
|
class |
IntDoublePair
Pair storing an integer and a double.
|
class |
IntIntPair
Pair storing two integers.
|
class |
Pair<FIRST,SECOND>
Generic SimplePair
|
class |
SCPair<FIRST,SECOND extends Comparable<? super SECOND>>
Pair that can only be compared by it's second component.
|