LSSVM

代码说明：

  最小二乘支持向量机，程序粘到command window里，设定 2 两个参数，可以更改，以达到最优化(igam=0.001 isig2=0.001 [gam,sig2]=tunelssvm({X,Y, f ,igam,isig2, RBF_kernel },... [0.001 0.001 10000 10000], gridsearch ,{}, leaveoneout_lssvm ) type= function approximation kernel= RBF_kernel model=initlssvm(X,Y,type,gam,sig2,kernel) model model=trainlssvm(model) Yt=simlssvm(model,Xt) )

文件列表：

LSSVM
.....\LS-SVMlab1.5
.....\............\AFE.m,2738,2008-08-27
.....\............\bay_errorbar.m,5785,2008-08-27
.....\............\bay_initlssvm.m,2003,2008-08-27
.....\............\bay_lssvm.m,10345,2008-08-27
.....\............\bay_lssvmARD.m,8187,2008-08-27
.....\............\bay_modoutClass.m,9358,2008-08-27
.....\............\bay_optimize.m,5977,2008-08-27
.....\............\bay_rr.m,4178,2008-08-27
.....\............\changelssvm.m,5632,2008-08-27
.....\............\code.m,4245,2008-08-27
.....\............\codedist_bay.m,2118,2008-08-27
.....\............\codedist_hamming.m,756,2008-08-27
.....\............\codedist_loss.m,2018,2008-08-27
.....\............\codelssvm.m,4125,2008-08-27
.....\............\code_ECOC.m,5197,2008-08-27
.....\............\code_MOC.m,550,2008-08-27
.....\............\code_OneVsAll.m,364,2008-08-27
.....\............\code_OneVsOne.m,555,2008-08-27
.....\............\crossvalidate.m,8174,2008-08-27
.....\............\deltablssvm.m,1886,2008-08-27
.....\............\democlass.m,3369,2008-08-27
.....\............\demofun.m,3864,2008-08-27
.....\............\demomodel.m,4747,2008-08-27
.....\............\demo_fixedclass.m,2239,2008-08-27
.....\............\demo_fixedsize.m,3099,2008-08-27
.....\............\demo_yinyang.m,3337,2008-08-27
.....\............\denoise_kpca.m,3507,2008-08-27
.....\............\eign.m,3414,2008-08-27
.....\............\gridsearch.m,6927,2008-08-27
.....\............\hs_err_pid3144.log,16784,2009-10-30
.....\............\initlssvm.m,4042,2008-08-27
.....\............\kentropy.m,2206,2008-08-27
.....\............\kernel_matrix.m,2182,2008-08-27
.....\............\kpca.m,4833,2008-08-27
.....\............\latentlssvm.m,2398,2008-08-27
.....\............\leaveoneout.m,5510,2008-08-27
.....\............\leaveoneout_lssvm.m,5215,2008-08-27
.....\............\linesearch.m,3758,2008-08-27
.....\............\linf.m,313,2008-08-27
.....\............\lin_kernel.m,516,2008-08-27
.....\............\lssvm.dll,22528,2008-08-27
.....\............\lssvm1024.dll,22528,2008-08-27
.....\............\lssvm256.dll,22528,2008-08-27
.....\............\lssvm64.dll,22528,2008-08-27
.....\............\lssvmFILE.exe,25208,2008-08-27
.....\............\lssvmFILE.m,2558,2008-08-27
.....\............\lssvmFILE1024.exe,28260,2008-08-27
.....\............\lssvmFILE256.exe,28260,2008-08-27
.....\............\lssvmFILE64.exe,28256,2008-08-27
.....\............\lssvmMATLAB.m,3534,2008-08-27
.....\............\medae.m,311,2008-08-27
.....\............\misclass.m,693,2008-08-27
.....\............\MLP_kernel.m,608,2008-08-27
.....\............\mse.m,290,2008-08-27
.....\............\phitures.dll,8704,2008-08-27
.....\............\plotlssvm.m,9672,2008-08-27
.....\............\poly_kernel.m,641,2008-08-27
.....\............\postlssvm.m,4838,2008-08-27
.....\............\predict.m,3485,2008-08-27
.....\............\prelssvm.m,6226,2008-08-27
.....\............\RBF_kernel.m,1073,2008-08-27
.....\............\rcrossvalidate.m,5665,2008-08-27
.....\............\ridgeregress.m,1436,2008-08-27
.....\............\robustlssvm.m,3067,2008-08-27
.....\............\roc.m,7416,2008-08-27
.....\............\simclssvm.dll,22016,2008-08-27
.....\............\simclssvm1024.dll,22016,2008-08-27
.....\............\simclssvm256.dll,22016,2008-08-27
.....\............\simclssvm64.dll,22016,2008-08-27
.....\............\simFILE.exe,26812,2008-08-27
.....\............\simFILE.m,2607,2008-08-27
.....\............\simFILE1024.exe,26812,2008-08-27
.....\............\simFILE256.exe,26812,2008-08-27
.....\............\simFILE64.exe,26812,2008-08-27
.....\............\simlssvm.m,7110,2008-08-27
.....\............\sparselssvm.m,3434,2008-08-27
.....\............\trainlssvm.m,10431,2008-08-27
.....\............\trimmedmse.m,1711,2008-08-27
.....\............\tunelssvm.m,9976,2008-08-27
.....\............\validate.m,4551,2008-08-27
.....\............\windowize.m,1937,2008-08-27
.....\............\windowizeNARX.m,1832,2008-08-27
.....\............\X.mat,2373,2008-08-27
.....\............\Y.mat,206,2008-08-27
.....\LS-SVM工具箱使用方法.pdf,916258,2008-08-27
.....\LS-SVM程序-刘飞.txt,343,2009-12-31