function?[outx?outdim]=?randomsubspace（inx?B?par）
%???
%????
%???Bootstrap??resampling??procedure?for?a?training?data?set
%???given?in?input?data?（in）.?The?number?of?rows?of?in?is?the?
%???number?of?training?samples?while?the?number?of?columns?is?
%???the?number?of?features

%
%???Inputs:
%??????in?-?input?training?data?（number?of?samples?x?dimension?of?features）
%??????B?-?number?of?Random?Subspace?resamples?（default?B=1）????????
%???Outputs:
%??????out?-?B??resamples?of?the?input?data??


dim_index?=?1:size（inx2）;
for?k=1:B
????new_dim?=?randsample（dim_index?fix（size（inx2）*par）?）;
????newx?=?inx（:new_dim）;
????eval（[‘outx（::‘?num2str（k）?‘）=newx;‘]）;?
????eval（[‘outdim（:‘?num2str（k）?‘）=new_dim;‘]）;?
end

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件????????728??2010-03-16?15:32??randomsubspace.m

?????文件????????696??2010-05-19?10:22??useRandomSubspace.m

-----------?---------??----------?-----??----

?????????????????1424????????????????????2