| 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.normalization | 
 Data normalization 
 | 
| de.lmu.ifi.dbs.elki.datasource.filter.normalization.columnwise | 
 Normalizations operating on columns / variates; where each column is treated independently. 
 | 
| 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,
                           double[][] strongEigenvectors,
                           double[][] weakEigenvectors,
                           double[][] similarityMatrix,
                           double[] centroid)
Provides a new CorrelationAnalysisSolution holding the specified matrix. 
 | 
CorrelationAnalysisSolution(LinearEquationSystem solution,
                           Relation<V> db,
                           double[][] strongEigenvectors,
                           double[][] weakEigenvectors,
                           double[][] similarityMatrix,
                           double[] centroid,
                           java.text.NumberFormat nf)
Provides a new CorrelationAnalysisSolution holding the specified matrix and
 number format. 
 | 
LinearEquationModel(LinearEquationSystem les)
Constructor 
 | 
| Modifier and Type | Method and Description | 
|---|---|
default 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. 
 | 
| Modifier and Type | Method and Description | 
|---|---|
default 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. 
 | 
| Modifier and Type | Method and Description | 
|---|---|
LinearEquationSystem | 
AttributeWiseVarianceNormalization.transform(LinearEquationSystem linearEquationSystem)  | 
LinearEquationSystem | 
AttributeWiseMinMaxNormalization.transform(LinearEquationSystem linearEquationSystem)  | 
LinearEquationSystem | 
AttributeWiseBetaNormalization.transform(LinearEquationSystem linearEquationSystem)  | 
LinearEquationSystem | 
AttributeWiseMeanNormalization.transform(LinearEquationSystem linearEquationSystem)  | 
| Modifier and Type | Method and Description | 
|---|---|
LinearEquationSystem | 
AttributeWiseVarianceNormalization.transform(LinearEquationSystem linearEquationSystem)  | 
LinearEquationSystem | 
AttributeWiseMinMaxNormalization.transform(LinearEquationSystem linearEquationSystem)  | 
LinearEquationSystem | 
AttributeWiseBetaNormalization.transform(LinearEquationSystem linearEquationSystem)  | 
LinearEquationSystem | 
AttributeWiseMeanNormalization.transform(LinearEquationSystem linearEquationSystem)  | 
Copyright © 2019 ELKI Development Team. License information.