search_exhaustive_threaded.hpp File Reference

Implements threaded version of exhaustive (optimal) search yielding optimal feature subset with respect to chosen criterion. More...

#include <boost/thread/thread.hpp>
#include <boost/thread/mutex.hpp>
#include <boost/thread/condition.hpp>
#include <boost/function.hpp>
#include <boost/static_assert.hpp>
#include <boost/bind.hpp>
#include <boost/smart_ptr.hpp>
#include <iostream>
#include <sstream>
#include "error.hpp"
#include "global.hpp"
#include "thread_pool.hpp"
#include "stopwatch.hpp"
#include "search.hpp"
#include "result_tracker.hpp"

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Classes
class	FST::Search_Exhaustive_Threaded< RETURNTYPE, DIMTYPE, SUBSET, CRITERION, max_threads >
	Implements threaded version of exhaustive (optimal) search yielding optimal feature subset with respect to chosen criterion. More...
struct	FST::Search_Exhaustive_Threaded< RETURNTYPE, DIMTYPE, SUBSET, CRITERION, max_threads >::ThreadLocal
	thread-local storage of current subset candidate, criterion clone, and tracker clone More...

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Detailed Description

Implements threaded version of exhaustive (optimal) search yielding optimal feature subset with respect to chosen criterion.

====================================================================== Feature Selection Toolbox 3 source code ---------------------------------------

Author:

Petr Somol (somol@utia.cas.cz) with collaborators, see Contacts at http://fst.utia.cz

Date:

March 2011

Version:

3.1.0.beta

Note:

FST3 was developed using gcc 4.3 and requires

• Boost library (http://www.boost.org/, tested with versions 1.33.1 and 1.44),

• (optionally) LibSVM (http://www.csie.ntu.edu.tw/~cjlin/libsvm/, tested with version 3.00)

Note that LibSVM is required for SVM related tools only, as demonstrated in demo12t.cpp, demo23.cpp, demo25t.cpp, demo32t.cpp, etc.