%{

????Examples?for?kernel?function

????kernel?=?Kernel（‘type‘?‘gauss‘?‘width‘?2）;
????kernel?=?Kernel（‘type‘?‘exp‘?‘width‘?2）;
????kernel?=?Kernel（‘type‘?‘linear‘?‘offset‘?0）;
????kernel?=?Kernel（‘type‘?‘lapl‘?‘width‘?2）;
????kernel?=?Kernel（‘type‘?‘sigm‘?‘gamma‘?0.1?‘offset‘?0）;
????kernel?=?Kernel（‘type‘?‘poly‘?‘degree‘?2?‘offset‘?0）;

%}


clc
clear?all
addpath（genpath（pwd））
x?=?rand（30?5）;
y?=?rand（30?5）;

kernelmatrix?=?cell（6?1）;

%?compute?kernel?matrix?using?gaussian?kernel?function
kernel?=?Kernel（‘type‘?‘gauss‘?‘width‘?2）;
kernelmatrix{1?1}?=?kernel.getKernelMatrix（x?y）;

%?compute?kernel?matrix?using?exponential?kernel?function
kernel?=?Kernel（‘type‘?‘exp‘?‘width‘?2）;
kernelmatrix{2?1}?=?kernel.getKernelMatrix（x?y）;

%?compute?kernel?matrix?using?linear?kernel?function
kernel?=?Kernel（‘type‘?‘linear‘?‘offset‘?0）;
kernelmatrix{3?1}?=?kernel.getKernelMatrix（x?y）;

%?compute?kernel?matrix?using?laplacian?kernel?function
kernel?=?Kernel（‘type‘?‘lapl‘?‘width‘?2）;
kernelmatrix{4?1}?=?kernel.getKernelMatrix（x?y）;

%?compute?kernel?matrix?using?sigmoid?kernel?function
kernel?=?Kernel（‘type‘?‘sigm‘?‘gamma‘?0.01?‘offset‘?0）;
kernelmatrix{5?1}?=?kernel.getKernelMatrix（x?y）;

%?compute?kernel?matrix?using?polynomial?kernel?function
kernel?=?Kernel（‘type‘?‘poly‘?‘degree‘?2?‘offset‘?0）;
kernelmatrix{6?1}?=?kernel.getKernelMatrix（x?y）;

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????1463??2020-03-18?22:07??demo_KernelMatrix.m
?????文件?????????546??2020-03-18?22:24??demo_RVM.m
?????目錄???????????0??2020-03-18?23:18??func\
?????文件?????????895??2020-03-18?22:15??func\computePretIndex.m
?????文件?????????905??2020-03-18?22:36??func\generateData.m
?????文件?????????978??2020-03-18?22:37??func\plotRelevanceVector.m
?????文件????????1417??2020-03-18?22:37??func\plotResult.m
?????文件????????1673??2020-03-18?22:17??func\rvm_test.m
?????文件????????3888??2020-03-18?22:39??func\rvm_train.m
?????目錄???????????0??2020-03-18?23:18??KernnelMatrix\
?????文件?????????929??2019-12-01?10:57??KernnelMatrix\Kernel.m
?????文件????????1648??2019-12-01?10:58??KernnelMatrix\Kernelbase.m
?????文件????????1053??2020-03-18?22:32??KernnelMatrix\KernelExponential.m
?????文件????????1061??2019-12-01?10:59??KernnelMatrix\KernelFunction.m
?????文件?????????993??2020-03-18?11:35??KernnelMatrix\KernelGaussian.m
?????文件????????1051??2020-03-18?22:31??KernnelMatrix\KernelLaplacian.m
?????文件?????????836??2020-03-18?11:35??KernnelMatrix\KernelLinear.m
?????文件????????1121??2020-03-18?11:35??KernnelMatrix\KernelPolynomial.m
?????文件????????1116??2020-03-18?11:35??KernnelMatrix\KernelSigmoid.m
?????目錄???????????0??2020-03-18?23:18??refs\
?????文件??????958100??2018-10-09?09:26??refs\Tipping_2001_Sparse?Bayesian?learning?and?the?relevance?vector?machine.pdf
?????文件??????228209??2018-10-09?09:26??refs\Tipping_Faul_2003_Fast?marginal?likelihood?maximisation?for?sparse?Bayesian?models.pdf
?????目錄???????????0??2020-03-18?23:18??SB2_Release_200\
?????文件???????15402??2007-04-30?08:27??SB2_Release_200\licence.txt
?????文件????????2740??2009-03-13?09:00??SB2_Release_200\Readme.txt
?????文件????????4564??2009-03-13?09:00??SB2_Release_200\SB2_ControlSettings.m
?????文件????????3845??2009-03-13?09:00??SB2_Release_200\SB2_Diagnostic.m
?????文件????????1627??2009-03-13?09:00??SB2_Release_200\SB2_FormatTime.m
?????文件????????6006??2009-03-13?09:00??SB2_Release_200\SB2_FullStatistics.m
?????文件????????7449??2009-03-13?09:00??SB2_Release_200\SB2_Initialisation.m
?????文件????????2240??2009-03-13?09:00??SB2_Release_200\SB2_Likelihoods.m
............此處省略8個文件信息