SHOGUN  3.2.1
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MixModelData Struct Reference

Detailed Description

This structure is used for storing data required for using the generic Expectation Maximization (EM) implemented by the template class CEMBase for mixture models like gaussian mixture model, multinomial mixture model etc. The EM specialized for mixture models is implemented by the class CEMMixtureModel which uses this MixModelData structure.

Definition at line 45 of file MixModelData.h.

Public Member Functions

 MixModelData ()

Public Attributes

SGMatrix< float64_talpha
SGVector< float64_tweights

Constructor & Destructor Documentation

Definition at line 54 of file MixModelData.h.

Member Data Documentation

allocated belongingness matrix

Definition at line 48 of file MixModelData.h.

CDynamicObjectArray* components

components of mixture

Definition at line 50 of file MixModelData.h.

SGVector<float64_t> weights

weights of mixture

Definition at line 52 of file MixModelData.h.

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

SHOGUN Machine Learning Toolbox - Documentation