LSSVM
所属分类：matlab编程
开发工具：matlab
文件大小：986KB
下载次数：23
上传日期：2015-12-27 11:05:14
上 传 者：
hyweng
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)
LSSVM\LS-SVMlab1.5\bay_errorbar.m (5785, 2008-08-27)
LSSVM\LS-SVMlab1.5\bay_initlssvm.m (2003, 2008-08-27)
LSSVM\LS-SVMlab1.5\bay_lssvm.m (10345, 2008-08-27)
LSSVM\LS-SVMlab1.5\bay_lssvmARD.m (8187, 2008-08-27)
LSSVM\LS-SVMlab1.5\bay_modoutClass.m (9358, 2008-08-27)
LSSVM\LS-SVMlab1.5\bay_optimize.m (5977, 2008-08-27)
LSSVM\LS-SVMlab1.5\bay_rr.m (4178, 2008-08-27)
LSSVM\LS-SVMlab1.5\changelssvm.m (5632, 2008-08-27)
LSSVM\LS-SVMlab1.5\code.m (4245, 2008-08-27)
LSSVM\LS-SVMlab1.5\codedist_bay.m (2118, 2008-08-27)
LSSVM\LS-SVMlab1.5\codedist_hamming.m (756, 2008-08-27)
LSSVM\LS-SVMlab1.5\codedist_loss.m (2018, 2008-08-27)
LSSVM\LS-SVMlab1.5\codelssvm.m (4125, 2008-08-27)
LSSVM\LS-SVMlab1.5\code_ECOC.m (5197, 2008-08-27)
LSSVM\LS-SVMlab1.5\code_MOC.m (550, 2008-08-27)
LSSVM\LS-SVMlab1.5\code_OneVsAll.m (364, 2008-08-27)
LSSVM\LS-SVMlab1.5\code_OneVsOne.m (555, 2008-08-27)
LSSVM\LS-SVMlab1.5\crossvalidate.m (8174, 2008-08-27)
LSSVM\LS-SVMlab1.5\deltablssvm.m (1886, 2008-08-27)
LSSVM\LS-SVMlab1.5\democlass.m (3369, 2008-08-27)
LSSVM\LS-SVMlab1.5\demofun.m (3864, 2008-08-27)
LSSVM\LS-SVMlab1.5\demomodel.m (4747, 2008-08-27)
LSSVM\LS-SVMlab1.5\demo_fixedclass.m (2239, 2008-08-27)
LSSVM\LS-SVMlab1.5\demo_fixedsize.m (3099, 2008-08-27)
LSSVM\LS-SVMlab1.5\demo_yinyang.m (3337, 2008-08-27)
LSSVM\LS-SVMlab1.5\denoise_kpca.m (3507, 2008-08-27)
LSSVM\LS-SVMlab1.5\eign.m (3414, 2008-08-27)
LSSVM\LS-SVMlab1.5\gridsearch.m (6927, 2008-08-27)
LSSVM\LS-SVMlab1.5\hs_err_pid3144.log (16784, 2009-10-30)
LSSVM\LS-SVMlab1.5\initlssvm.m (4042, 2008-08-27)
LSSVM\LS-SVMlab1.5\kentropy.m (2206, 2008-08-27)
LSSVM\LS-SVMlab1.5\kernel_matrix.m (2182, 2008-08-27)
LSSVM\LS-SVMlab1.5\kpca.m (4833, 2008-08-27)
LSSVM\LS-SVMlab1.5\latentlssvm.m (2398, 2008-08-27)
LSSVM\LS-SVMlab1.5\leaveoneout.m (5510, 2008-08-27)
LSSVM\LS-SVMlab1.5\leaveoneout_lssvm.m (5215, 2008-08-27)
LSSVM\LS-SVMlab1.5\linesearch.m (3758, 2008-08-27)
LSSVM\LS-SVMlab1.5\linf.m (313, 2008-08-27)
LSSVM\LS-SVMlab1.5\lin_kernel.m (516, 2008-08-27)
... ...
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