kmeans::RefineHartiganWongOptions Struct Reference

Options for RefineHartiganWong. More...

#include <RefineHartiganWong.hpp>

Public Attributes
int	max_iterations = 10
int	max_quick_transfer_iterations = 50
bool	quit_on_quick_transfer_convergence_failure = false
int	num_threads = 1

Detailed Description

Options for RefineHartiganWong.

Member Data Documentation

max_iterations

int kmeans::RefineHartiganWongOptions::max_iterations = 10

Maximum number of optimal transfer iterations. More iterations increase the opportunity for convergence at the cost of more computational time.

max_quick_transfer_iterations

int kmeans::RefineHartiganWongOptions::max_quick_transfer_iterations = 50

Maximum number of quick transfer iterations. More iterations increase the opportunity for convergence at the cost of more computational time.

num_threads

int kmeans::RefineHartiganWongOptions::num_threads = 1

Number of threads to use. The parallelization scheme is defined by parallelize().

quit_on_quick_transfer_convergence_failure

bool kmeans::RefineHartiganWongOptions::quit_on_quick_transfer_convergence_failure = false

Whether to quit early when the number of quick transfer iterations exceeds RefineHartiganWongOptions::max_quick_tranfer_iterations. Setting this to true mimics the default behavior of R's kmeans() implementation.

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

• kmeans/RefineHartiganWong.hpp