文件名称:LSSVM

  • 所属分类:
  • 数据挖掘
  • 资源属性:
  • [Matlab] [源码]
  • 上传时间:
  • 2015-12-27
  • 文件大小:
  • 986kb
  • 下载次数:
  • 0次
  • 提 供 者:
  • 翁**
  • 相关连接:
  • 下载说明:
  • 别用迅雷下载,失败请重下,重下不扣分!

介绍说明--下载内容均来自于网络,请自行研究使用

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)
(系统自动生成,下载前可以参看下载内容)

下载文件列表





LSSVM\LS-SVMlab1.5\AFE.m

.....\............\bay_errorbar.m

.....\............\bay_initlssvm.m

.....\............\bay_lssvm.m

.....\............\bay_lssvmARD.m

.....\............\bay_modoutClass.m

.....\............\bay_optimize.m

.....\............\bay_rr.m

.....\............\changelssvm.m

.....\............\code.m

.....\............\codedist_bay.m

.....\............\codedist_hamming.m

.....\............\codedist_loss.m

.....\............\codelssvm.m

.....\............\code_ECOC.m

.....\............\code_MOC.m

.....\............\code_OneVsAll.m

.....\............\code_OneVsOne.m

.....\............\crossvalidate.m

.....\............\deltablssvm.m

.....\............\democlass.m

.....\............\demofun.m

.....\............\demomodel.m

.....\............\demo_fixedclass.m

.....\............\demo_fixedsize.m

.....\............\demo_yinyang.m

.....\............\denoise_kpca.m

.....\............\eign.m

.....\............\gridsearch.m

.....\............\hs_err_pid3144.log

.....\............\initlssvm.m

.....\............\kentropy.m

.....\............\kernel_matrix.m

.....\............\kpca.m

.....\............\latentlssvm.m

.....\............\leaveoneout.m

.....\............\leaveoneout_lssvm.m

.....\............\linesearch.m

.....\............\linf.m

.....\............\lin_kernel.m

.....\............\lssvm.dll

.....\............\lssvm1024.dll

.....\............\lssvm256.dll

.....\............\lssvm64.dll

.....\............\lssvmFILE.exe

.....\............\lssvmFILE.m

.....\............\lssvmFILE1024.exe

.....\............\lssvmFILE256.exe

.....\............\lssvmFILE64.exe

.....\............\lssvmMATLAB.m

.....\............\medae.m

.....\............\misclass.m

.....\............\MLP_kernel.m

.....\............\mse.m

.....\............\phitures.dll

.....\............\plotlssvm.m

.....\............\poly_kernel.m

.....\............\postlssvm.m

.....\............\predict.m

.....\............\prelssvm.m

.....\............\RBF_kernel.m

.....\............\rcrossvalidate.m

.....\............\ridgeregress.m

.....\............\robustlssvm.m

.....\............\roc.m

.....\............\simclssvm.dll

.....\............\simclssvm1024.dll

.....\............\simclssvm256.dll

.....\............\simclssvm64.dll

.....\............\simFILE.exe

.....\............\simFILE.m

.....\............\simFILE1024.exe

.....\............\simFILE256.exe

.....\............\simFILE64.exe

.....\............\simlssvm.m

.....\............\sparselssvm.m

.....\............\trainlssvm.m

.....\............\trimmedmse.m

.....\............\tunelssvm.m

.....\............\validate.m

.....\............\windowize.m

.....\............\windowizeNARX.m

.....\............\X.mat

.....\............\Y.mat

.....\LS-SVM工具箱使用方法.pdf

.....\LS-SVM程序-刘飞.txt

.....\LS-SVMlab1.5

LSSVM

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