資源簡介
svm多分類matlab程序,包括一對一、一對余等二叉樹分類算法

代碼片段和文件信息
function?error=cerror(y1y2label)
%?CERROR?Computes?classification?error.
%
%?Synopsis:
%??error?=?cerror(y1y2)
%??error?=?cerror(y1y2label)?
%
%?Description:
%??error?=?cerror(y1y2)?returns?classification?error?i.e.
%??????error=??1/length(y1)?sum_i?L(?y1(i)?y2(i))
%
%????where?L(ab)=0?if?a==b?and?L(ab)=1?if?a?~=?b.
%
%????error?=?cerror(y1y2label)?considers?only?labels
%????find(y2==label)?i.e.?if?y1y2?from?{-11}?then
%
%???false_positives_rate?=?cerror(y1y2-1)
%???false_negatives_rate?=?cerror(y1y2+1)
%
%?Input:
%??y1?[1?x?n]?Vector?of?integers?(response?of?classifier).
%??y2?[1?x?n]?Vector?of?integers?(ground?truth).
%??label?[int]?Selected?label.
%
%?Output:
%??error?[real]?Error.?
%
%?Example:
%??classifier??=?[+1+1+1-1]
%??groundtruth?=?[-1+1-1+1]
%??error?=?cerror(classifiergroundtruth)
%??false_pos?=?cerror(classifiergroundtruth-1)
%??false_neg?=?cerror(classifiergroundtruth1)
%
%?See?also?
%??ROC
%
%?About:?Statistical?Pattern?Recognition?Toolbox
%?(C)?1999-2003?Written?by?Vojtech?Franc?and?Vaclav?Hlavac
%?Czech?Technical?University?Prague
%?Faculty?of?Electrical?Engineering
%?Center?for?Machine?Perception
%?Modifications:
%?09-jun-2004?VF
%?14-Jan-2003?VF
y1=y1(:);y2=y2(:);
if?nargin?3
??error=length(find((y1-y2)~=0))/length(y1);
else
??inx?=?find(y2==label);
??error?=?length(?find(y1(inx)~=label)?)/length(y1);
end
return;
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄??????????0??2006-10-18?09:28??svm
?????文件????????671??2006-05-11?16:13??svm\1.mat
?????文件??????16826??2006-05-30?15:05??svm\111.jpg
?????文件???????1509??2006-05-10?19:12??svm\cerror.asv
?????文件???????1507??2006-05-10?19:12??svm\cerror.m
?????文件??????13939??2006-05-30?14:58??svm\demosvm.asv
?????文件???????6560??2006-06-06?09:59??svm\demosvm.fig
?????文件??????14003??2006-06-06?10:08??svm\demosvm.m
?????文件????????694??2006-06-08?13:08??svm\noname.mat
?????文件???????1928??2006-05-11?16:13??svm\pentagon.mat
?????文件???????2372??2005-10-15?11:12??svm\stprpath.asv
?????文件???????2350??2006-05-12?18:25??svm\stprpath.m
?????文件???????3894??2006-05-08?14:37??svm\SVM.fig
?????文件???????6405??2006-06-05?12:46??svm\SVM.m
?????目錄??????????0??2006-10-18?09:28??svm\visual
?????文件????????890??2006-05-30?15:15??svm\visual\fig2jpg.m
?????文件????????645??2006-05-08?20:54??svm\visual\marker_color.m
?????文件????????617??2006-05-08?20:54??svm\visual\marker_type.m
?????文件???????3647??2006-05-10?15:29??svm\visual\pboundary.m
?????文件???????4475??2006-05-10?21:57??svm\visual\ppatterns.m
?????目錄??????????0??2006-10-18?09:28??svm\kernels
?????文件???????1650??2006-05-12?18:40??svm\kernels\kernel.asv
?????文件???????4074??2006-05-12?18:40??svm\kernels\kernel.c
?????文件???????7680??2006-05-12?18:40??svm\kernels\kernel.dll
?????文件???????1623??2006-05-12?18:40??svm\kernels\kernel.m
?????文件??????60621??2006-05-12?18:40??svm\kernels\kernel.mexglx
?????文件???????2112??2006-05-12?18:38??svm\kernels\kernelproj.m
?????文件???????3527??2006-05-12?18:38??svm\kernels\kernelproj_mex.c~
?????文件???????7680??2006-05-12?18:38??svm\kernels\kernelproj_mex.dll
?????文件??????60725??2006-05-12?18:38??svm\kernels\kernelproj_mex.mexglx
............此處省略43個文件信息
- 上一篇:對圖像進行傅里葉變換和逆變換
- 下一篇:光柵衍射計算程序
評論
共有 條評論