| Package | Description | 
|---|---|
| de.lmu.ifi.dbs.elki.math.linearalgebra.pca | 
 Principal Component Analysis (PCA) and Eigenvector processing 
 | 
| Modifier and Type | Class and Description | 
|---|---|
class  | 
RANSACCovarianceMatrixBuilder
RANSAC based approach to a more robust covariance matrix computation. 
 | 
class  | 
StandardCovarianceMatrixBuilder
Class for building a "traditional" covariance matrix vai
  
CovarianceMatrix. | 
class  | 
WeightedCovarianceMatrixBuilder
CovarianceMatrixBuilder with weights. | 
| Modifier and Type | Field and Description | 
|---|---|
protected CovarianceMatrixBuilder | 
PCARunner.covarianceMatrixBuilder
The covariance computation class. 
 | 
protected CovarianceMatrixBuilder | 
PCARunner.Parameterizer.covarianceMatrixBuilder
The covariance computation class. 
 | 
| Modifier and Type | Method and Description | 
|---|---|
CovarianceMatrixBuilder | 
PCARunner.getCovarianceMatrixBuilder()
Get covariance matrix builder. 
 | 
| Modifier and Type | Method and Description | 
|---|---|
void | 
PCARunner.setCovarianceMatrixBuilder(CovarianceMatrixBuilder covarianceBuilder)
Set covariance matrix builder. 
 | 
| Constructor and Description | 
|---|
AutotuningPCA(CovarianceMatrixBuilder covarianceMatrixBuilder,
             EigenPairFilter filter)
Constructor. 
 | 
PCARunner(CovarianceMatrixBuilder covarianceMatrixBuilder)
Constructor. 
 | 
Copyright © 2019 ELKI Development Team. License information.