Package | Description |
---|---|
de.lmu.ifi.dbs.elki.algorithm |
Algorithms suitable as a task for the
KDDTask main routine. |
de.lmu.ifi.dbs.elki.evaluation.index |
Simple index evaluation methods
|
de.lmu.ifi.dbs.elki.evaluation.outlier |
Evaluate an outlier score using a misclassification based cost model.
|
de.lmu.ifi.dbs.elki.evaluation.paircounting |
Evaluation of clustering results via pair counting.
|
de.lmu.ifi.dbs.elki.evaluation.roc |
Evaluation of rankings using ROC AUC (Receiver Operation Characteristics - Area Under Curve)
|
de.lmu.ifi.dbs.elki.result |
Result types, representation and handling
|
Modifier and Type | Method and Description |
---|---|
CollectionResult<CTriple<DBID,DBID,Double>> |
MaterializeDistances.run(Database database,
Relation<O> relation)
Iterates over all points in the database.
|
Modifier and Type | Class and Description |
---|---|
class |
IndexStatistics.IndexMetaResult
Result class.
|
Modifier and Type | Class and Description |
---|---|
class |
JudgeOutlierScores.ScoreResult
Result object for outlier score judgements.
|
Modifier and Type | Class and Description |
---|---|
static class |
EvaluatePairCountingFMeasure.ScoreResult
Result object for outlier score judgements.
|
Modifier and Type | Class and Description |
---|---|
static class |
ComputeROCCurve.ROCResult
Result object for ROC curves.
|
Modifier and Type | Class and Description |
---|---|
class |
HistogramResult<O>
Histogram result.
|
class |
ReferencePointsResult<O>
Result used in passing the reference points to the visualizers.
|
Modifier and Type | Method and Description |
---|---|
static List<CollectionResult<?>> |
ResultUtil.getCollectionResults(Result r)
Collect all collection results from a Result
|