www.gusucode.com > mbcmodels 工具箱 matlab 源码程序 > mbcmodels/@localmulti/localmulti.m
function L = localmulti(varargin) %LOCALMULTI Constructor for localmulti models % % M = LOCALMULTI constructs a model that tries multiple models and selects % 'best' fit. % Copyright 2000-2015 The MathWorks, Inc. and Ford Global Technologies, Inc. if nargin && isstruct(varargin{1}) Ls= varargin{1}; L = localmulti; L.xregmulti= Ls.xregmulti; L.localmod= Ls.localmod; if Ls.version==1 L.Select = Ls.Select; L.ReconModel = Ls.ReconModel; nmdls= get(L.xregmulti,'nmodels'); L.SelectionStatistic=NaN(nmdls,1); end else switch nargin case 0 nf = 2; case 1 nf = nfactors(varargin{1}); case 2 nf = varargin{2}; end L.Select = 'PRESS RMSE'; L.ReconModel = 1; L.AutoCodeRange= true; L.SelectionStatistic= []; L.version = 3; BaseModel = xregmulti('nfactors',nf); locMod= localmod; L = class(L,'localmulti',locMod,BaseModel); L.Select = 'PRESS RMSE'; L = addSummaryStats(L,{'PRESS RMSE'}); [~,Defaults,Values] = features(L); L = AddFeat(L,Values,Defaults); end