Package | Description |
---|---|
de.lmu.ifi.dbs.elki.algorithm.outlier |
Outlier detection algorithms
|
de.lmu.ifi.dbs.elki.algorithm.statistics |
Statistical analysis algorithms
The algorithms in this package perform statistical analysis of the data
(e.g. compute distributions, distance distributions etc.)
|
de.lmu.ifi.dbs.elki.data |
Basic classes for different data types, database object types and label types.
|
de.lmu.ifi.dbs.elki.math |
Mathematical operations and utilities used throughout the framework.
|
de.lmu.ifi.dbs.elki.utilities.scaling |
Scaling functions: linear, logarithmic, gamma, clipping, ...
|
de.lmu.ifi.dbs.elki.visualization.projections |
Visualization projections
|
Modifier and Type | Method and Description |
---|---|
protected Pair<WritableDataStore<Double>,DoubleMinMax> |
LOF.computeLOFs(DBIDs ids,
DataStore<Double> lrds,
KNNQuery<O,D> knnRefer)
Computes the Local outlier factor (LOF) of the specified objects.
|
Modifier and Type | Method and Description |
---|---|
private DoubleMinMax |
DistanceStatisticsWithClasses.exactMinMax(Relation<O> database,
DistanceQuery<O,D> distFunc) |
private DoubleMinMax |
DistanceStatisticsWithClasses.sampleMinMax(Relation<O> database,
DistanceQuery<O,D> distFunc) |
Modifier and Type | Method and Description |
---|---|
static <V extends NumberVector<?,?>> |
VectorUtil.getRangeDouble(V vec)
Return the range across all dimensions.
|
Modifier and Type | Field and Description |
---|---|
private DoubleMinMax |
ConvexHull2D.minmaxX
Min/Max in X
|
private DoubleMinMax |
ConvexHull2D.minmaxY
Min/Max in Y
|
Modifier and Type | Method and Description |
---|---|
static DoubleMinMax[] |
DoubleMinMax.newArray(int size)
Generate a new array of initialized DoubleMinMax objects (with default
constructor)
|
Constructor and Description |
---|
LinearScaling(DoubleMinMax minmax)
Constructor from a double minmax.
|
Modifier and Type | Method and Description |
---|---|
Pair<DoubleMinMax,DoubleMinMax> |
AffineProjection.estimateViewport() |
Pair<DoubleMinMax,DoubleMinMax> |
AffineProjection.estimateViewport() |
Pair<DoubleMinMax,DoubleMinMax> |
Simple2D.estimateViewport() |
Pair<DoubleMinMax,DoubleMinMax> |
Simple2D.estimateViewport() |
Pair<DoubleMinMax,DoubleMinMax> |
Projection2D.estimateViewport()
Estimate the viewport requirements
|
Pair<DoubleMinMax,DoubleMinMax> |
Projection2D.estimateViewport()
Estimate the viewport requirements
|