C++ API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

References | Namespaces | Classes | Enumerations

Contains classes for the EM for GMM initialization algorithm. More...

References

 Batch
 

Namespaces

 daal::algorithms::em_gmm::init
 Contains classes for the EM for GMM initialization algorithm.
 
 daal::algorithms::em_gmm::init::interface1
 Contains version 1.0 of the Intel(R) Data Analytics Acceleration Library (Intel(R) DAAL) interface.
 

Classes

struct  Parameter
 Parameter for the computation of initial values for the EM for GMM algorithm More...
 
class  Input
 Input objects for the computation of initial values for the EM for GMM algorithm More...
 
class  Result
 Results obtained with the compute() method of the initialization of the EM for GMM algorithm in the batch processing mode More...
 

Enumerations

enum  InputId { data }
 
enum  ResultId { weights, means }
 
enum  ResultCovariancesId { covariances = lastResultId + 1 }
 
enum  Method { defaultDense = 0 }
 

Enumeration Type Documentation

enum InputId

Available identifiers of input objects for the computation of initial values for the EM for GMM algorithm

Enumerator
data 

Input data table

enum Method

Available methods for the computation of initial values for the EM for GMM algorithm

Enumerator
defaultDense 

Default: performance-oriented method.

enum ResultCovariancesId

Available identifiers of initialized covariances for the EM for GMM algorithm

Enumerator
covariances 

Collection of initialized covariances

enum ResultId

Available identifiers of results for the computation of initial values for the EM for GMM algorithm

Enumerator
weights 

Weights

means 

Means

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