jubatus::core::clustering::compressor::gmm_compressor Class Reference

#include <gmm_compressor.hpp>

Inheritance diagram for jubatus::core::clustering::compressor::gmm_compressor:

Collaboration diagram for jubatus::core::clustering::compressor::gmm_compressor:

Public Member Functions
double	get_probability (const weighted_point &p, double min_dist, const weighted_point &nearest_bp, double bp_score, double weight_sum, double squared_min_dist_sum)
	gmm_compressor (const clustering_config &cfg)
Public Member Functions inherited from jubatus::core::clustering::compressor::kmeans_compressor
void	compress (const wplist &src, size_t bsize, size_t dstsize, wplist &dst)
	kmeans_compressor (const clustering_config &cfg)
	~kmeans_compressor ()
Public Member Functions inherited from jubatus::core::clustering::compressor::compressor
	compressor (const clustering_config &cfg)
	MSGPACK_DEFINE (config_)
virtual	~compressor ()

Detailed Description

Definition at line 27 of file gmm_compressor.hpp.

Constructor & Destructor Documentation

jubatus::core::clustering::compressor::gmm_compressor::gmm_compressor ( const clustering_config &  cfg )

inlineexplicit

Definition at line 29 of file gmm_compressor.hpp.

      : kmeans_compressor(cfg) {}

Member Function Documentation

double jubatus::core::clustering::compressor::gmm_compressor::get_probability ( const weighted_point &  p, double  min_dist, const weighted_point &  nearest_bp, double  bp_score, double  weight_sum, double  squared_min_dist_sum  )

virtual

Reimplemented from jubatus::core::clustering::compressor::kmeans_compressor.

Definition at line 26 of file gmm_compressor.cpp.

References jubatus::core::clustering::weighted_point::weight.

                                 {
  return std::ceil(weight_sum * (
      5.0 / bp_score
      + min_dist * min_dist * p.weight / squared_min_dist_sum));
}

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

• jubatus/core/clustering/gmm_compressor.hpp
• jubatus/core/clustering/gmm_compressor.cpp