jubatus_core
0.1.2
Jubatus: Online machine learning framework for distributed environment
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jubatus
core
clustering
gmm_compressor.hpp
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// Jubatus: Online machine learning framework for distributed environment
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// Copyright (C) 2013 Preferred Networks and Nippon Telegraph and Telephone Corporation.
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//
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// This library is free software; you can redistribute it and/or
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// modify it under the terms of the GNU Lesser General Public
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// License version 2.1 as published by the Free Software Foundation.
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//
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// This library is distributed in the hope that it will be useful,
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// but WITHOUT ANY WARRANTY; without even the implied warranty of
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// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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// Lesser General Public License for more details.
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//
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// You should have received a copy of the GNU Lesser General Public
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// License along with this library; if not, write to the Free Software
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// Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
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#ifndef JUBATUS_CORE_CLUSTERING_GMM_COMPRESSOR_HPP_
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#define JUBATUS_CORE_CLUSTERING_GMM_COMPRESSOR_HPP_
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#include "
kmeans_compressor.hpp
"
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namespace
jubatus
{
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namespace
core {
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namespace
clustering {
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namespace
compressor {
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class
gmm_compressor
:
public
kmeans_compressor
{
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public
:
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explicit
gmm_compressor
(
const
clustering_config
& cfg)
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:
kmeans_compressor
(cfg) {}
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public
:
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double
get_probability
(
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const
weighted_point
& p,
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double
min_dist
,
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const
weighted_point
& nearest_bp,
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double
bp_score,
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double
weight_sum,
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double
squared_min_dist_sum);
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};
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}
// namespace compressor
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}
// namespace clustering
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}
// namespace core
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}
// namespace jubatus
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#endif // JUBATUS_CORE_CLUSTERING_GMM_COMPRESSOR_HPP_
jubatus
Definition:
anomaly_base.cpp:29
kmeans_compressor.hpp
jubatus::core::clustering::compressor::gmm_compressor
Definition:
gmm_compressor.hpp:27
jubatus::core::clustering::min_dist
pair< size_t, double > min_dist(const common::sfv_t &p, const vector< common::sfv_t > &P)
Definition:
util.cpp:182
jubatus::core::clustering::clustering_config
Definition:
clustering_config.hpp:29
jubatus::core::clustering::compressor::gmm_compressor::get_probability
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)
Definition:
gmm_compressor.cpp:26
jubatus::core::clustering::compressor::kmeans_compressor
Definition:
kmeans_compressor.hpp:27
jubatus::core::clustering::compressor::gmm_compressor::gmm_compressor
gmm_compressor(const clustering_config &cfg)
Definition:
gmm_compressor.hpp:29
jubatus::core::clustering::weighted_point
Definition:
types.hpp:39
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