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v3.2.0
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Definition at line 21 of file KMeansLloydImpl.h.
Static Public Member Functions | |
static void | Lloyd_KMeans (int32_t k, CDistance *distance, int32_t max_iter, SGMatrix< float64_t > mus, SGVector< int32_t > ClList, SGVector< float64_t > weights_set, bool fixed_centers) |
void Lloyd_KMeans | ( | int32_t | k, |
CDistance * | distance, | ||
int32_t | max_iter, | ||
SGMatrix< float64_t > | mus, | ||
SGVector< int32_t > | ClList, | ||
SGVector< float64_t > | weights_set, | ||
bool | fixed_centers | ||
) | [static] |
Lloyd's KMeans training method
k | parameter k |
distance | distance |
max_iter | max iterations allowed |
mus | cluster centers matrix (k columns) |
ClList | cluster number each data vector belongs (size no_of_vectors) |
weights_set | no. of points belonging to each cluster (size k) |
fixed_centers | keep centers fixed or not |
Definition at line 20 of file KMeansLloydImpl.cpp.