| Package | Description | 
|---|---|
| de.lmu.ifi.dbs.elki.algorithm | 
 Algorithms suitable as a task for the  
KDDTask
 main routine. | 
| de.lmu.ifi.dbs.elki.evaluation.outlier | 
 Evaluate an outlier score using a misclassification based cost model 
 | 
| de.lmu.ifi.dbs.elki.evaluation.scores | 
 Evaluation of rankings and scorings 
 | 
| de.lmu.ifi.dbs.elki.math.geometry | 
 Algorithms from computational geometry 
 | 
| de.lmu.ifi.dbs.elki.result.textwriter.writers | 
 Serialization handlers for individual data types. 
 | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
KNNDistancesSampler.KNNDistanceOrderResult
Curve result for a list containing the knn distances. 
 | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
OutlierPrecisionAtKCurve.PrecisionAtKCurve
Precision at K curve. 
 | 
static class  | 
OutlierPrecisionRecallCurve.PRCurve
P/R Curve 
 | 
static class  | 
OutlierROCCurve.ROCResult
Result object for ROC curves. 
 | 
static class  | 
OutlierSmROCCurve.SmROCResult
Result object for Smooth ROC curves. 
 | 
| Modifier and Type | Method and Description | 
|---|---|
private XYCurve | 
OutlierPrecisionAtKCurve.computePrecisionResult(int size,
                      SetDBIDs positiveids,
                      DBIDs order)  | 
| Constructor and Description | 
|---|
ROCResult(XYCurve col,
         double rocauc)
Constructor. 
 | 
| Modifier and Type | Method and Description | 
|---|---|
static <I extends ScoreEvaluation.ScoreIter> | 
ROCEvaluation.materializeROC(ScoreEvaluation.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. 
 | 
| Modifier and Type | Method and Description | 
|---|---|
static double | 
XYCurve.areaUnderCurve(XYCurve curve)
Compute the area under curve for a curve
 monotonously increasing in X. 
 | 
| Constructor and Description | 
|---|
XYCurve(XYCurve curve)
Constructor, cloning an existing curve. 
 | 
| Modifier and Type | Method and Description | 
|---|---|
void | 
TextWriterXYCurve.write(TextWriterStream out,
     java.lang.String label,
     XYCurve object)  | 
Copyright © 2019 ELKI Development Team. License information.