| 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. | 
| 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. lesEquation system | 
| private LinearEquationSystem | CorrelationAnalysisSolution. linearEquationSystemStores 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 | AbstractStreamNormalization. transform(LinearEquationSystem linearEquationSystem) | 
| LinearEquationSystem | LengthNormalization. transform(LinearEquationSystem linearEquationSystem) | 
| 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 | AbstractStreamNormalization. transform(LinearEquationSystem linearEquationSystem) | 
| LinearEquationSystem | LengthNormalization. transform(LinearEquationSystem linearEquationSystem) | 
| 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) |