Package | Description |
---|---|
de.lmu.ifi.dbs.elki.algorithm.clustering.correlation |
Correlation clustering algorithms
|
de.lmu.ifi.dbs.elki.data.model |
Cluster models classes for various algorithms.
|
de.lmu.ifi.dbs.elki.datasource.filter |
Data filtering, in particular for normalization and projection.
|
Modifier and Type | Method and Description |
---|---|
private LinearEquationSystem |
CASH.runDerivator(Relation<ParameterizationFunction> relation,
int dimensionality,
DBIDs ids)
Runs the derivator on the specified interval and assigns all points having
a distance less then the standard deviation of the derivator model to the
model to this model.
|
Modifier and Type | Field and Description |
---|---|
private LinearEquationSystem |
LinearEquationModel.les
Equation system
|
private LinearEquationSystem |
CorrelationAnalysisSolution.linearEquationSystem
Stores the solution equations.
|
Modifier and Type | Method and Description |
---|---|
LinearEquationSystem |
LinearEquationModel.getLes()
Get assigned Linear Equation System
|
LinearEquationSystem |
CorrelationAnalysisSolution.getNormalizedLinearEquationSystem(Normalization<?> normalization)
Returns the linear equation system for printing purposes.
|
Modifier and Type | Method and Description |
---|---|
void |
LinearEquationModel.setLes(LinearEquationSystem les)
Assign new Linear Equation System.
|
Constructor and Description |
---|
CorrelationAnalysisSolution(LinearEquationSystem solution,
Relation<V> db,
Matrix strongEigenvectors,
Matrix weakEigenvectors,
Matrix similarityMatrix,
Vector centroid)
Provides a new CorrelationAnalysisSolution holding the specified matrix.
|
CorrelationAnalysisSolution(LinearEquationSystem solution,
Relation<V> db,
Matrix strongEigenvectors,
Matrix weakEigenvectors,
Matrix similarityMatrix,
Vector centroid,
NumberFormat nf)
Provides a new CorrelationAnalysisSolution holding the specified matrix and
number format.
|
LinearEquationModel(LinearEquationSystem les)
Constructor
|
Modifier and Type | Method and Description |
---|---|
LinearEquationSystem |
AbstractNormalization.transform(LinearEquationSystem linearEquationSystem) |
LinearEquationSystem |
AttributeWiseMinMaxNormalization.transform(LinearEquationSystem linearEquationSystem) |
LinearEquationSystem |
Normalization.transform(LinearEquationSystem linearEquationSystem)
Transforms a linear equation system describing linear dependencies
derived on the normalized space into a linear equation system describing
linear dependencies quantitatively adapted to the original space.
|
LinearEquationSystem |
AttributeWiseVarianceNormalization.transform(LinearEquationSystem linearEquationSystem) |
Modifier and Type | Method and Description |
---|---|
LinearEquationSystem |
AbstractNormalization.transform(LinearEquationSystem linearEquationSystem) |
LinearEquationSystem |
AttributeWiseMinMaxNormalization.transform(LinearEquationSystem linearEquationSystem) |
LinearEquationSystem |
Normalization.transform(LinearEquationSystem linearEquationSystem)
Transforms a linear equation system describing linear dependencies
derived on the normalized space into a linear equation system describing
linear dependencies quantitatively adapted to the original space.
|
LinearEquationSystem |
AttributeWiseVarianceNormalization.transform(LinearEquationSystem linearEquationSystem) |