Java* API Reference for Intel® Data Analytics Acceleration Library 2018 Update 1

Modules | Packages | Classes
Principal Component Analysis

Contains classes for computing the results of the principal component analysis (PCA) algorithm. More...

Detailed Description

Modules

 Batch
 
 Distributed
 
 Online
 
 Pca-Transform
 Contains classes for PCA transformation algorithms.
 
 Quality Metrics
 Contains classes to check the quality of the model trained with the PCA algorithm.
 

Packages

package  com.intel.daal.algorithms.pca
 Contains classes for running the principal component analysis (PCA) algorithm in the batch processing mode.
 

Classes

class  BaseParameter
 Common parameters of the PCA algorithm. More...
 
class  Input
 Input objects for the PCA algorithm More...
 
class  InputId
 Available identifiers of input objects for the PCA algorithm. More...
 
class  MasterInputId
 Available identifiers of the PCA algorithm on the second step in the distributed processing mode. More...
 
class  Method
 Available methods for running PCA algorithm. More...
 
class  PartialCorrelationResult
 Provides methods to access partial results obtained with compute() of the correlation method of PCA algorithm in the online or distributed processing mode. More...
 
class  PartialCorrelationResultID
 Available identifiers of partial results of the correlation method of the PCA algorithm. More...
 
class  PartialSVDCollectionResultID
 Available identifiers of partial results of the SVD method of the PCA algorithm. More...
 
class  PartialSVDResult
 Provides methods to access partial results obtained with the compute() of the SVD method of the PCA algorithm in the online or distributed processing mode. More...
 
class  PartialSVDTableResultID
 Available identifiers of partial results of the SVD method of the PCA algorithm. More...
 
class  Result
 Provides methods to access final results obtained with the compute() method of PCA algorithm in the batch processing mode, or finalizeCompute() method in the online or distributed processing mode. More...
 
class  ResultId
 Available types of results of the PCA algorithm. More...
 
class  ResultsToComputeId
 Available identifiers of results of the PCA algorithm. More...
 

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