/****************************************************************/
/*??????????????????????????????????????????????????????????????*/
/*????????????????????AdaBoostMH?for?WSD			*/
/*??????????????????????????????????????????????????????????????*/
/*????Copyright?（2005）?Dlut?NLP?Lab.?All?rights?reserved.	*/
/*??????????????????????????????????????????????????????????????*/
/*????This?program?contains?the?confidential?trade?secret???????*/
/*????information?of?Dlut?NLP?Lab.??Use?disclosure?or?????????*/
/*????copying?without?written?consent?is?strictly?prohibited.???*/
/*??????????????????????????????????????????????????????????????*/
/****************************************************************/

/*--------------------------------------------------------------
?*
?*??OUTLINE:
?*
?*????This?module?implements?a?AdaBoostMH?procedure?for?WSD.
?*
?*??IMPLEMENTATION:
?*
?*??NOTES:
?*
?*--------------------------------------------------------------*/
#define?USE_OPERATEFILE
#define?USE_AdaBoostMH

#include?“AdaBoostMH.h“

USEWINASSERT

/*---?Useful?type?defines?for?train?class?object?---*/
#define?PADTRAINMATRIX	double?*
#define?PADTRAINWEIGHT	double?*
#define?PANSENSES	int?*
#define?PANTRAINS	int?*
#define?PANTESTS	int?*
#define?PANEXAMPLES	int?*
#define?PANFEATURES	int?*
#define?NUMEXAMPLE??????int
#define?EXAMPLE		int
#define?FEATURE		int
#define?DZMIN		double
#define?FIXVALUE	double

/*---?Useful?struct?defines?for?train?class?object?---*/
typedef?struct?_trainExample?{
	EXAMPLE?example;		//example
	struct?_trainExample?*next;
}?*PTRAINEXAMPLE;

typedef?struct?_trainWR?{
	DZMIN	?z;			//Zmin
	FEATURE	?feature;		//
	PADTRAINWEIGHT?weights[2];	//
	struct?_trainWR?*next;
}?*PTRAINWR;

/*---?The?train?class?object?---*/
CLASS（hAdaBoostMH?HADABOOSTMH）?{
	NUMLOOP	???numLoop;		//Number?of?loop?
	NUMFEATURE?numFeature;		//Number?of?features
	
	PANTRAINS??pTrains;		//Array?of?tarin?examples
	NUMTRAIN???numTrain;		//Number?of?train?examples?（size?of?pTrains）

	PANTESTS???pTests;		//Array?of?test?examples
	NUMTEST????numTest;		//Number?of?test?examples?（size?of?pTests）

	PANSENSES??pSenses;		//Array?of?senses
	NUMSENSE???numSense;		//Number?of?senses?（?size?of?panSense?）
	
	PTRAINEXAMPLE	?*ppFeatures;	//Array?of?points?to?list?of?example?with?this?feature
	PADTRAINMATRIX	?*ppMatrix;	//Matrix?of?weights?of?senses*trains
	PTRAINWR	??pTrainWR;	//Array?of?WeakRule

	PADTRAINWEIGHT	?*ppAccumulated;//For?test
};

/*---?The?struct?for?test?result??---*/
typedef?struct?result{
	short?int?sense;
	double?weight;
}?TestResult;

/*---?Local?prototypes?---*/
void	?LOCAL?FreeTrainWR???????????（?HADABOOSTMH?）?;
void	?LOCAL?GetExamples	?????（?HADABOOSTMH?LPSTR?NUMEXAMPLE?PANEXAMPLES?）?;
PTRAINWR?LOCAL?LearnWeakRule?????????（?HADABOOSTMH?NUMLOOP?PADTRAINWEIGHT?[]
				???????PADTRAINWEIGHT?[][2]?）;
PTRAINWR?LOCAL?LearnProcess??????????（?HADABOOSTMH?NUMLOOP?PANFEATURES?
				??

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件??????29305??2005-05-10?14:33??AdaBoostMHClass\AdaBoostMH.c

?????文件???????2212??2005-05-10?13:52??AdaBoostMHClass\AdaBoostMH.h

?????文件?????????91??2005-05-09?08:40??AdaBoostMHClass\AdaBoostMHClass.dep

?????文件???????4684??2005-05-10?13:44??AdaBoostMHClass\AdaBoostMHClass.dsp

?????文件????????553??2005-05-09?08:40??AdaBoostMHClass\AdaBoostMHClass.dsw

?????文件???????5033??2005-05-10?13:44??AdaBoostMHClass\AdaBoostMHClass.mak

?????文件??????74752??2005-05-10?15:53??AdaBoostMHClass\AdaBoostMHClass.ncb

?????文件??????50688??2005-05-10?15:53??AdaBoostMHClass\AdaBoostMHClass.opt

?????文件???????1381??2005-05-10?14:37??AdaBoostMHClass\AdaBoostMHClass.plg

?????文件???????4806??2005-05-10?14:37??AdaBoostMHClass\comm.h

?????文件??????31967??2005-05-10?14:37??AdaBoostMHClass\Debug\AdaBoostMH.obj

?????文件?????213053??2005-05-10?14:37??AdaBoostMHClass\Debug\AdaBoostMHClass.exe

?????文件?????274648??2005-05-10?14:37??AdaBoostMHClass\Debug\AdaBoostMHClass.ilk

?????文件?????217692??2005-05-10?14:37??AdaBoostMHClass\Debug\AdaBoostMHClass.pch

?????文件?????517120??2005-05-10?14:37??AdaBoostMHClass\Debug\AdaBoostMHClass.pdb

?????文件??????10714??2005-05-10?14:37??AdaBoostMHClass\Debug\file.obj

?????文件??????12208??2005-05-10?14:37??AdaBoostMHClass\Debug\heap.obj

?????文件???????1786??2005-05-10?10:35??AdaBoostMHClass\Debug\test.obj

?????文件???????4678??2005-05-10?14:37??AdaBoostMHClass\Debug\TestUnit.obj

?????文件??????41984??2005-05-10?14:37??AdaBoostMHClass\Debug\vc60.idb

?????文件??????53248??2005-05-10?14:37??AdaBoostMHClass\Debug\vc60.pdb

?????文件???????1028??2005-05-09?09:51??AdaBoostMHClass\except.C

?????文件???????6247??2005-05-10?10:55??AdaBoostMHClass\file.c

?????文件??????12421??2005-05-09?09:28??AdaBoostMHClass\heap.c

?????文件???????2819??2005-05-10?14:27??AdaBoostMHClass\TestUnit.c

?????文件???????8882??2005-05-10?14:32??AdaBoostMHClass\text\close_output.txt

?????文件?????124792??2005-05-10?14:32??AdaBoostMHClass\text\input.txt

?????文件???????4170??2005-05-10?14:32??AdaBoostMHClass\text\open_output.txt

?????文件???????2318??2005-03-15?12:00??AdaBoostMHClass\text\test.txt

?????文件???????4813??2005-03-15?11:59??AdaBoostMHClass\text\train.txt

............此處省略6個文件信息