Package | Description |
---|---|
de.lmu.ifi.dbs.elki.evaluation.roc |
Evaluation of rankings using ROC AUC (Receiver Operation Characteristics - Area Under Curve)
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Modifier and Type | Class and Description |
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static class |
ROC.DecreasingVectorIter
Class to iterate over a number vector in decreasing order.
|
static class |
ROC.DistanceResultAdapter<D extends Distance<D>>
This adapter can be used for an arbitrary collection of Integers, and uses
that id1.compareTo(id2) !
|
static class |
ROC.IncreasingVectorIter
Class to iterate over a number vector in decreasing order.
|
static class |
ROC.OutlierScoreAdapter
This adapter can be used for an arbitrary collection of Integers, and uses
that id1.compareTo(id2) !
|
static class |
ROC.SimpleAdapter
This adapter can be used for an arbitrary collection of Integers, and uses
that id1.compareTo(id2) !
|
Modifier and Type | Method and Description |
---|---|
static <I extends ROC.ScoreIter> |
ROC.materializeROC(ROC.Predicate<? super I> predicate,
I iter)
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.
|