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    發(fā)布日期: 2023-09-28
  • 語言: 其他
  • 標(biāo)簽: TSVM??

資源簡介

TSVM算法的完整代碼,對于TSVM模型想要嘗試一下的,可以下載。

資源截圖

代碼片段和文件信息

function?errstring?=?consist(model?type?inputs?outputs)
%CONSIST?Check?that?arguments?are?consistent.
%
%Description
%
%ERRSTRING?=?CONSIST(NET?TYPE?INPUTS)?takes?a?network?data?structure
%NET?together?with?a?string?TYPE?containing?the?correct?network?type
%a?matrix?INPUTS?of?input?vectors?and?checks?that?the?data?structure
%is?consistent?with?the?other?arguments.??An?empty?string?is?returned
%if?there?is?no?error?otherwise?the?string?contains?the?relevant
%error?message.??If?the?TYPE?string?is?empty?then?any?type?of?network
%is?allowed.
%
%ERRSTRING?=?CONSIST(NET?TYPE)?takes?a?network?data?structure?NET
%together?with?a?string?TYPE?containing?the?correct??network?type?and
%checks?that?the?two?types?match.
%
%ERRSTRING?=?CONSIST(NET?TYPE?INPUTS?OUTPUTS)?also?checks?that?the
%network?has?the?correct?number?of?outputs?and?that?the?number?of
%patterns?in?the?INPUTS?and?OUTPUTS?is?the?same.??The?fields?in?NET
%that?are?used?are
%??type
%??nin
%??nout
%
%See?also
%MLPFWD
%
?
%Copyright?(c)?Ian?T?Nabney?(1996-2001)
?
%?Assume?that?all?is?OK?as?default
errstring?=?‘‘;
?
%?If?type?string?is?not?empty
if?~isempty(type)
??%?First?check?that?model?has?type?field
??if?~isfield(model?‘type‘)
????errstring?=?‘Data?structure?does?not?contain?type?field‘;
????return
??end
??%?Check?that?model?has?the?correct?type
??s?=?model.type;
??if?~strcmp(s?type)
????errstring?=?[‘Model?type?‘‘‘?s?‘‘‘?does?not?match?expected?type?‘‘‘...
type?‘‘‘‘];
????return
??end
end
?
%?If?inputs?are?present?check?that?they?have?correct?dimension
if?nargin?>?2
??if?~isfield(model?‘nin‘)
????errstring?=?‘Data?structure?does?not?contain?nin?field‘;
????return
??end
?
??data_nin?=?size(inputs?2);
??if?model.nin?~=?data_nin
????errstring?=?[‘Dimension?of?inputs?‘?num2str(data_nin)?...
‘?does?not?match?number?of?model?inputs?‘?num2str(model.nin)];
????return
??end
end
?
%?If?outputs?are?present?check?that?they?have?correct?dimension
if?nargin?>?3
??if?~isfield(model?‘nout‘)
????errstring?=?‘Data?structure?does?not?conatin?nout?field‘;
????return
??end
??data_nout?=?size(outputs?2);
??if?model.nout?~=?data_nout
????errstring?=?[‘Dimension?of?outputs?‘?num2str(data_nout)?...
‘?does?not?match?number?of?model?outputs?‘?num2str(model.nout)];
????return
??end
?
%?Also?check?that?number?of?data?points?in?inputs?and?outputs?is?the?same
??num_in?=?size(inputs?1);
??num_out?=?size(outputs?1);
??if?num_in?~=?num_out
????errstring?=?[‘Number?of?input?patterns?‘?num2str(num_in)?...
‘?does?not?match?number?of?output?patterns?‘?num2str(num_out)];
????return
??end
end

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2015-10-13?21:49??tsvm\
?????文件????????2674??2015-09-08?21:57??tsvm\consist.m
?????文件????????1640??2015-09-08?21:56??tsvm\contents.m
?????文件????????3670??2015-09-25?20:49??tsvm\demsvml1.m
?????目錄???????????0??2015-09-26?13:21??tsvm\example1\
?????文件??????662839??2015-09-26?10:22??tsvm\example1\model
?????文件??????660834??2015-09-26?10:23??tsvm\example1\model1
?????文件????????7059??2015-09-26?10:22??tsvm\example1\predictions
?????文件??????536475??1997-11-17?18:11??tsvm\example1\test.dat
?????文件?????2154343??1997-11-17?18:12??tsvm\example1\train.dat
?????文件???????69569??1997-11-21?18:12??tsvm\example1\words
?????目錄???????????0??2015-09-26?13:21??tsvm\example2\
?????文件??????244433??2015-09-23?19:30??tsvm\example2\model
?????文件??????244001??2015-09-26?10:22??tsvm\example2\model1
?????文件??????549515??2015-09-23?22:06??tsvm\example2\model1.traindata
?????文件????????6926??2015-09-26?10:22??tsvm\example2\predictions
?????文件??????536475??1999-07-06?15:45??tsvm\example2\test.dat
?????文件???????10666??1999-07-19?21:23??tsvm\example2\train_induction.dat
?????文件??????546368??2015-09-23?19:40??tsvm\example2\train_transduction.dat
?????文件???????17128??2015-09-26?10:22??tsvm\example2\trans_predictions
?????文件???????69569??1999-07-06?15:45??tsvm\example2\words
?????目錄???????????0??2015-09-26?13:21??tsvm\example3\
?????文件?????????124??2002-07-03?05:03??tsvm\example3\test.dat
?????文件?????????405??2002-07-03?05:01??tsvm\example3\train.dat
?????文件????????5498??2015-09-08?22:14??tsvm\svml.m
?????文件????????1694??2015-09-24?11:46??tsvm\svmlfwd.m
?????文件???????11320??2015-09-08?23:02??tsvm\svmlopt.m
?????文件????????2765??2015-09-26?11:39??tsvm\svmlread.m
?????文件????????2844??2015-09-25?10:54??tsvm\svmltrain.m
?????文件????????2180??2015-09-26?11:39??tsvm\svmlwrite.m
?????文件???????32306??2015-09-08?14:31??tsvm\svm_classify.exe
............此處省略17個文件信息

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