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CKMeansMiniBatchImpl Class Reference

Detailed Description

Implementation class for the mini batch KMeans

Definition at line 23 of file KMeansMiniBatchImpl.h.

Static Public Member Functions

static void minibatch_KMeans (int32_t k, CDistance *distance, int32_t batch_size, int32_t minib_iter, SGMatrix< float64_t > mus)

Member Function Documentation

void minibatch_KMeans ( int32_t  k,
CDistance distance,
int32_t  batch_size,
int32_t  minib_iter,
SGMatrix< float64_t mus 

mini-batch KMeans training method

kparameter k
batch_sizeparameter batch size
minib_iterparameter number of iterations
muscluster centers matrix (k columns)

Definition at line 19 of file KMeansMiniBatchImpl.cpp.

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

SHOGUN Machine Learning Toolbox - Documentation