Package | Description |
---|---|
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.clustering.pairsegments |
Pair-segment analysis of multiple clusterings.
|
de.lmu.ifi.dbs.elki.evaluation.outlier |
Evaluate an outlier score using a misclassification based cost model.
|
de.lmu.ifi.dbs.elki.evaluation.roc |
Evaluation of rankings using ROC AUC (Receiver Operation Characteristics - Area Under Curve)
|
Modifier and Type | Interface and Description |
---|---|
interface |
DBID
Database ID object.
|
interface |
DBIDVar
(Persistent) variable storing a DBID reference.
|
interface |
HashSetDBIDs
Hash-organized DBIDs
|
interface |
HashSetModifiableDBIDs
Set-oriented implementation of a modifiable DBID collection.
|
Modifier and Type | Class and Description |
---|---|
class |
EmptyDBIDs
Empty DBID collection.
|
Modifier and Type | Method and Description |
---|---|
static SetDBIDs |
DBIDUtil.ensureSet(DBIDs ids)
Ensure that the given DBIDs support fast "contains" operations.
|
Modifier and Type | Class and Description |
---|---|
(package private) class |
IntegerDBID
Database ID object.
|
(package private) class |
IntegerDBIDVar
Variable for storing a single DBID reference.
|
(package private) class |
TroveHashSetModifiableDBIDs
Implementation using GNU Trove Int Hash Sets.
|
Modifier and Type | Method and Description |
---|---|
private void |
Segments.recursivelyFill(List<List<? extends Cluster<?>>> cs,
int depth,
SetDBIDs first,
SetDBIDs second,
int[] path,
boolean objectsegment) |
Modifier and Type | Method and Description |
---|---|
private XYCurve |
OutlierPrecisionRecallCurve.computePrecisionResult(int size,
SetDBIDs ids,
DBIDIter iter,
Relation<Double> scores) |
private XYCurve |
OutlierPrecisionAtKCurve.computePrecisionResult(int size,
SetDBIDs positiveids,
DBIDs order) |
private OutlierROCCurve.ROCResult |
OutlierROCCurve.computeROCResult(int size,
SetDBIDs positiveids,
DBIDs order) |
private OutlierROCCurve.ROCResult |
OutlierROCCurve.computeROCResult(int size,
SetDBIDs positiveids,
OutlierResult or) |
private OutlierSmROCCurve.SmROCResult |
OutlierSmROCCurve.computeSmROCResult(SetDBIDs positiveids,
OutlierResult or) |
Modifier and Type | Method and Description |
---|---|
static <C extends Comparable<? super C>> |
ROC.materializeROC(int size,
SetDBIDs ids,
Iterator<? extends PairInterface<C,? extends DBIDRef>> 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.
|