C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 3

References | Namespaces | Classes | Enumerations

References

 Batch
 

Namespaces

 daal::algorithms::pca::quality_metric::explained_variance
 Contains classes for computing pca quality metrics.
 
 daal::algorithms::pca::quality_metric::explained_variance::interface1
 Contains version 1.0 of the Intel(R) Data Analytics Acceleration Library (Intel(R) DAAL) interface.
 

Classes

struct  Parameter
 Parameters for the compute() method of explained variance quality metrics. More...
 
class  Input
 Input objects for explained variance quality metrics More...
 
class  Result
 Provides interface for the result of linear regression quality metrics. More...
 

Enumerations

enum  Method { defaultDense = 0 }
 
enum  InputId { eigenvalues }
 Available identifiers of input objects for a explained variance quality metrics. More...
 
enum  ResultId { explainedVariances, explainedVariancesRatios, noiseVariance }
 Available identifiers of the result of explained variance quality metrics. More...
 

Enumeration Type Documentation

enum InputId

Enumerator
eigenvalues 

NumericTable 1 x k. Eigenvalues of PCA

enum Method

Available methods for computing the quality metrics for a explained variance

Enumerator
defaultDense 

Default method

enum ResultId

Enumerator
explainedVariances 

NumericTable 1 x k. Explained variances

explainedVariancesRatios 

NumericTable 1 x k. Explained variances ratios

noiseVariance 

NumericTable 1 x 1. Noise variance

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