Python* API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

Public Member Functions | Static Public Attributes | List of all members
Parameter Class Reference

Parameter for the EM for GMM algorithm More...

Public Member Functions

def __init__
 
def check
 
- Public Member Functions inherited from Parameter
def __init__
 
def check
 

Static Public Attributes

 nComponents = ...
 
 maxIterations = ...
 
 accuracyThreshold = ...
 
 covariance = ...
 
 regularizationFactor = ...
 

Detailed Description

Constructor & Destructor Documentation

def __init__ (   self,
  args 
)

__init__(daal.algorithms.em_gmm.Parameter self, size_t const nComponents, daal.services.SharedPtr< daal.algorithms.covariance.BatchImpl > const & covariance, size_t const maxIterations=10, double const accuracyThreshold=1.0e-04, double const regularizationFactor=0.01, daal.algorithms.em_gmm.CovarianceStorageId const covarianceStorage) -> Parameter

Member Function Documentation

def check (   self)

Checks the correctness of the parameter

Member Data Documentation

accuracyThreshold = ...
static

Threshold for the termination of the algorithm.

covariance = ...
static

Pointer to the algorithm that computes the covariance

maxIterations = ...
static

Maximal number of iterations of the algorithm.

nComponents = ...
static

Number of components in the Gaussian mixture model

regularizationFactor = ...
static

Factor for covariance regularization in case of ill-conditional data


The documentation for this class was generated from the following file:

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