%?SB2_CONTROLSETTINGS??Set?parameters?to?control?the?SPARSEBAYES?algorithm
%
%?CONTROLS?=?SB2_CONTROLSETTINGS
%
%?OUTPUT?ARGUMENTS:
%?
%	CONTROLS	A?structure?whose?fields?control?various?aspects?of?the
%				running?of?the?SPARSEBAYES?algorithm.
%?
%	.ZeroFactor			Small?number?equivalent?to?zero?for?Q^2-S
%	.MinDeltaLogAlpha	Termination?criterion?for?changes?in?log-alpha
%	.MinDeltaLogBeta	Termination?criterion?for?changes?in?log-beta
%?
%	.PriorityAddition	Prefer?“addition“?operations
%	.PriorityDeletion	Prefer?“deletion“?operations
%?
%	.BetaUpdateStart	How?many?“fast?start“?beta?updates
%	.BetaUpdateFrequency	
%						How?regularly?to?update?beta?after?the?above
%	.BetaMaxFactor		Minimum?value?control?for?noise?estimate
%?
%	.PosteriorModeFrequency	
%						How?regularly?to?re-find?the?posterior?mode
%?
%	.BasisAlignmentTest	Test?for?redundant?basis?vectors?
%	.AlignmentMax		Basis?redundancy?criterion
%?
%?NOTES:
%?
%?The?various?definitions?in?the?file?are?effectively?“fixed“?and?not
%?modified?elsewhere.
%
%?The?interested?user?may?wish?to?experiment?with?the?operation?of?the
%?SPARSEBAYES?algorithm?by?modifying?the?values?the?file?directly.?See?the
%?inline?comments?for?hints?on?the?various?control?settings.
%

%
%?Copyright?2009?Vector?Anomaly?Ltd
%
%?This?file?is?part?of?the?SPARSEBAYES?library?for?Matlab?（V2.0）.
%
%?SPARSEBAYES?is?free?software;?you?can?redistribute?it?and/or?modify?it
%?under?the?terms?of?the?GNU?General?Public?License?as?published?by?the?Free
%?Software?Foundation;?either?version?2?of?the?License?or?（at?your?option）
%?any?later?version.
%
%?SPARSEBAYES?is?distributed?in?the?hope?that?it?will?be?useful?but?WITHOUT
%?ANY?WARRANTY;?without?even?the?implied?warranty?of?MERCHANTABILITY?or
%?FITNESS?FOR?A?PARTICULAR?PURPOSE.??See?the?GNU?General?Public?License?for
%?more?details.
%
%?You?should?have?received?a?copy?of?the?GNU?General?Public?License?along
%?with?SPARSEBAYES?in?the?accompanying?file?“licence.txt“;?if?not?write?to
%?the?Free?Software?Foundation?Inc.?51?Franklin?St?Fifth?Floor?Boston
%?MA?02110-1301?USA
%
%?Contact?the?author:?m?a?i?l?[at]?m?i?k?e?t?i?p?p?i?n?g?.?c?o?m
%
function?CONTROLS?=?SB2_ControlSettings

%%?Define?parameters?which?influence?the?underlying?operation?of?the?
%%?SparseBayes?inference?algorithm

%?TOLERANCES
%?
%?Any?Q^2-S?“relevance?factor“?less?than?this?is?considered?to?be?zero
%?
CONTROLS.ZeroFactor			=?1e-12;
%
%?If?the?change?in?log-alpha?for?the?best?re-estimation?is?less?than?this
%?we?consider?termination
%?
CONTROLS.MinDeltaLogAlpha	=?1e-3;
%
%?In?the?Gaussian?case?we?also?require?a?beta?update?to?change?the?value
%?of?log-beta?（inverse?noise?variance）?less?than?this?to?terminate
%?
CONTROLS.MinDeltaLogBeta	=?1e-6;

%?ADD/DELETE
%?
%?-?preferring?addition?where?possible?will?probably?make?the?algorithm?a
%?little?slower?and?perhaps?less?“greedy“
%?
%?-?preferring?deletion?may?make?the?model?

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2012-12-06?17:18??RVM_matlabToolBox\
?????目錄???????????0??2012-12-06?17:18??RVM_matlabToolBox\SB2_Release_200\
?????目錄???????????0??2012-12-06?17:18??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\
?????文件????????2740??2009-03-13?09:00??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\Readme.txt
?????文件????????4564??2009-03-13?09:00??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\SB2_ControlSettings.m
?????文件????????3845??2009-03-13?09:00??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\SB2_Diagnostic.m
?????文件????????1627??2009-03-13?09:00??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\SB2_FormatTime.m
?????文件????????6006??2009-03-13?09:00??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\SB2_FullStatistics.m
?????文件????????7449??2009-03-13?09:00??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\SB2_Initialisation.m
?????文件????????2240??2009-03-13?09:00??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\SB2_Likelihoods.m
?????文件??????133380??2009-03-12?14:07??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\SB2_Manual.pdf
?????文件????????3155??2009-03-13?09:00??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\SB2_ParameterSettings.m
?????文件????????6419??2009-03-13?09:00??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\SB2_PosteriorMode.m
?????文件????????1898??2009-03-13?09:00??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\SB2_PreProcessBasis.m
?????文件????????1145??2009-03-13?09:00??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\SB2_Sigmoid.m
?????文件????????5926??2009-03-13?09:00??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\SB2_UserOptions.m
?????文件???????25270??2009-03-13?09:00??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\SparseBayes.m
?????文件????????9814??2009-03-13?09:00??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\SparseBayesDemo.m
?????文件???????15402??2007-04-30?08:27??RVM_matlabToolBox\SB2_Release_200\SB2_Release_200\licence.txt