%?BOOKKEEPING?-?Updates?the?status?of?example?indss?and?modifies?the?corresponding
%???????????????coefficient?a（indss）?in?certain?cases?to?avoid?numerical?errors.
%
%?Syntax:?[indcoi]?=?bookkeeping（indsscstatusnstatus）
%
%?????indco:?matrix?row/col?to?remove?from?Rs?and?Q?if?removing?a?margin?vector
%?????????i:?when?i?>?0?the?i-th?element?was?removed?from?ind{RESERVE}
%?????indss:?the?example?changing?status
%???cstatus:?current?status?of?the?example
%???nstatus:?new?status?of?the?example
%
%????????????example?status?values:
%????????????1:?margin?vector
%????????????2:?error?vector
%????????????3:?reserve?vector
%????????????4:?unlearned?vector
%
%?Version?3.22?--?Comments?to?diehl@alumni.cmu.edu
%

function?[indcoi]?=?bookkeeping（indsscstatusnstatus）

indco?=?-1;
i?=?0;
if?（cstatus?~=?nstatus）

	%?flags?for?example?state
	MARGIN????=?1;
	ERROR?????=?2;
	RESERVE???=?3;
????UNLEARNED?=?4;

	%?define?global?variables
	global?a;?????%?the?alpha?coefficients
	global?C;?????%?regularization?parameters
	global?ind;???%?cell?array?containing?indices?of?margin?error?reserve?and?unlearned?vectors???????????
????????????????
	%?adjust?coefficient?to?avoid?numerical?errors?if?necessary
	switch?nstatus
	case?RESERVE
	???a（indss）?=?0;
	case?ERROR
	???a（indss）?=?C（indss）;
	end;

	%?if?the?example?is?currently?a?margin?vector?determine?the?row
	%?in?the?extended?kernel?matrix?inverse?that?needs?to?be?removed
	if?（cstatus?==?MARGIN）
???	indco?=?find（indss?==?ind{MARGIN}）?+?1;
	end;

	%?change?the?status?of?the?example
	switch?nstatus
	case?RESERVE
???	[ind{cstatus}i]?=?move_indr（ind{cstatus}indss）;
	otherwise
	???[ind{cstatus}ind{nstatus}]?=?move_ind（ind{cstatus}ind{nstatus}indss）;
	end;
?
end;

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\
?????文件????????4238??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\README
?????文件??????133403??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\SVM?Incremental?Learning?Adaptation?and?Optimization?-?Diehl?and?Cauwenberghs?-?2003.pdf
?????文件????????1787??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\bookkeeping.m
?????文件????????1681??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\gestloo.m
?????文件???????12111??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\gpl.txt
?????文件?????????835??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\kernel.m
?????文件?????????271??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\kevals.m
?????文件?????????216??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\kevalsreset.m
?????文件????????4843??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\learn.m
?????文件????????1465??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\loadclass.m
?????文件????????3782??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\looest.m
?????文件????????1416??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\min_delta.m
?????文件????????4490??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\min_delta_acb.m
?????文件????????3640??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\min_delta_p_c.m
?????文件????????4243??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\min_delta_p_s.m
?????文件?????????596??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\move_ind.m
?????文件????????1446??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\move_indr.m
?????文件????????1868??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\nonlindata100.mat
?????文件?????????268??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\perts.m
?????文件????????6877??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\perturbc.m
?????文件????????7729??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\perturbk.m
?????文件????????1836??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\plot2dkm.m
?????文件????????1373??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\saveclass.m
?????文件????????2553??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\svmeval.m
?????文件????????4625??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\svmloo.m
?????文件????????7510??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\svmtrain.m
?????文件???????10118??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\svmtrain2.m
?????文件?????????759??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\testresults.txt
?????文件????????6008??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\unlearn.m
?????文件????????2138??2011-10-17?17:06??Incremental-SVM-Learning-in-MATLAB-master\updateRQ.m
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