支持向量机MATLAB程序

基于MATLAB程序的支持向量机 psoSVMcgForRegress:回归问题参数寻优[pso based on CV] 函数接口: [bestCVmse,bestc,bestg,pso_option] = psoSVMcgForRegress(train_label,train,pso_option) ======================================= gaSVMcgForClass:分类问题参数寻优[ga based on CV] 函数接口: [bestCVaccuracy,bestc,bestg,ga_option] = gaSVMcgForClass(tr

load heart_scale
train=heart_scale_inst;
train_label=heart_scale_label;
[bestCVaccuracybestcbestg] = SVMcgForClass（train_labeltrain）
model = svmtrain（train_label traincmd）;

[ptrain_label train_accuracy] = svmpredict（train_label train model）;
train_accuracy

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----

     文件       1497  2009-02-17 18:07  libsvm-mat-2.89-3（加强版）\COPYRIGHT

     文件      28904  2005-03-22 20:37  libsvm-mat-2.89-3（加强版）\heart_scale.mat

     文件        276  2010-08-28 22:21  libsvm-mat-2.89-3（加强版）\heart_scale_m.m

     文件       3773  2010-08-31 11:05  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\.m

     文件       3062  2010-09-01 00:14  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\a_template_flow_usingSVM_class.asv

     文件       3062  2010-09-01 00:15  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\a_template_flow_usingSVM_class.m

     文件       3217  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\bs2rv.m

     文件       1835  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\contents.m

     文件       1168  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\crtbase.m

     文件       2187  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\crtbp.m

     文件       2091  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\crtrp.m

     文件       7205  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\migrate.m

     文件       4019  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\mpga.m

     文件       1609  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\mut.m

     文件       3437  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\mutate.m

     文件       4943  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\mutbga.m

     文件       4709  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\ranking.m

     文件       1825  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\recdis.m

     文件       1895  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\recint.m

     文件       1953  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\reclin.m

     文件       4852  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\recmut.m

     文件       2438  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\recombin.m

     文件       5574  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\reins.m

     文件       1208  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\rep.m

     文件       2080  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\resplot.m

     文件       1090  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\rws.m

     文件       1270  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\scaling.m

     文件       2401  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\select.m

     文件       1319  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\sus.m

     文件       1042  1998-04-22 10:44  libsvm-mat-2.89-3（加强版）\implement[by faruto]PcodeVersion\myprivate\gatbx[Sheffield]\xovdp.m

............此处省略63个文件信息