文件列表:

COPYRIGHT (1497, 2009-02-17)
TutorialForFarutoUltimate3.1.pdf (237947, 2011-06-10)
implement[by faruto] (0, 2013-06-27)
implement[by faruto]\ClassResult_test.m (369, 2013-06-27)
implement[by faruto]\FastICA_25 (0, 2013-06-27)
implement[by faruto]\FastICA_25\CVS (0, 2013-06-27)
implement[by faruto]\FastICA_25\CVS\Entries (794, 2005-10-19)
implement[by faruto]\FastICA_25\CVS\Repository (8, 2005-10-19)
implement[by faruto]\FastICA_25\CVS\Root (21, 2005-10-19)
implement[by faruto]\FastICA_25\Contents.m (1307, 2005-10-19)
implement[by faruto]\FastICA_25\demosig.m (748, 2003-04-05)
implement[by faruto]\FastICA_25\dispsig.m (402, 2003-04-05)
implement[by faruto]\FastICA_25\fastica.m (18436, 2005-10-19)
implement[by faruto]\FastICA_25\fasticag.m (19214, 2005-10-19)
implement[by faruto]\FastICA_25\fpica.m (26041, 2005-06-16)
implement[by faruto]\FastICA_25\gui_adv.m (13126, 2004-07-27)
implement[by faruto]\FastICA_25\gui_advc.m (7411, 2003-09-08)
implement[by faruto]\FastICA_25\gui_cb.m (19416, 2003-09-10)
implement[by faruto]\FastICA_25\gui_cg.m (2704, 2003-04-05)
implement[by faruto]\FastICA_25\gui_help.m (14536, 2005-10-19)
implement[by faruto]\FastICA_25\gui_l.m (5129, 2004-07-27)
implement[by faruto]\FastICA_25\gui_lc.m (3665, 2003-09-11)
implement[by faruto]\FastICA_25\gui_s.m (5017, 2004-07-27)
implement[by faruto]\FastICA_25\gui_sc.m (2402, 2003-09-08)
implement[by faruto]\FastICA_25\icaplot.m (13259, 2003-04-05)
implement[by faruto]\FastICA_25\pcamat.m (12075, 2003-12-15)
implement[by faruto]\FastICA_25\remmean.m (461, 2003-04-05)
implement[by faruto]\FastICA_25\whitenv.m (2842, 2003-10-12)
implement[by faruto]\SVC_test.m (988, 2013-06-27)
implement[by faruto]\SVR_test.m (959, 2010-01-17)
implement[by faruto]\TutorialTest.m (748, 2010-01-17)
implement[by faruto]\a_template_flow_usingSVM_class.m (2885, 2013-06-27)
implement[by faruto]\a_template_flow_usingSVM_regress.m (2166, 2013-06-27)
implement[by faruto]\gaSVMcgForClass_test.m (989, 2013-06-27)
implement[by faruto]\gaSVMcgForRegress_test.m (987, 2013-06-27)
implement[by faruto]\myprivate (0, 2013-06-27)
implement[by faruto]\myprivate\gatbx[Sheffield] (0, 2013-06-27)
implement[by faruto]\myprivate\gatbx[Sheffield]\bs2rv.m (3217, 1998-04-22)
... ...

SVM faruto version by faruto Email:farutoliyang@gmail.com 2009.11.05 ================================== Content: scaleForSVM:归一化 函数接口: [train_scale,test_scale,ps] = scaleForSVM(train_data,test_data,ymin,ymax) ==================================== pcaForSVM:pca降维预处理 函数接口: [train_pca,test_pca] = pcaForSVM(train,test,threshold) ==================================== fasticaForSVM:ica降维预处理 函数接口: [train_ica,test_ica] = fasticaForSVM(train,test) ==================================== SVMcgForClass:分类问题参数寻找[grid search based on CV] 函数接口: [bestacc,bestc,bestg] = SVMcgForClass(train_label,train,cmin,cmax,gmin,gmax,v,cstep,gstep,accstep) SVMcgForRegress:回归问题参数寻优[grid search based on CV] 函数接口: [mse,bestc,bestg] = SVMcgForRegress(train_label,train,cmin,cmax,gmin,gmax,v,cstep,gstep,msestep) ====================================== psoSVMcgForClass:分类问题参数寻优[pso based on CV] 函数接口: [bestCVaccuracy,bestc,bestg,pso_option] = psoSVMcgForClass(train_label,train,pso_option) 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(train_label,train,ga_option) gaSVMcgForRegress:回归问题参数寻优[ga based on CV] 函数接口: [bestCVmse,bestc,bestg,ga_option] = gaSVMcgForRegress(train_label,train,ga_option) ======================================

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