www.gusucode.com > mbctools 工具箱 matlab 源码程序 > mbctools/@mdev_local/RestoreData.m
function mdev = RestoreData(mdev, OutlierIndices) %RESTOREDATA Restore data previously removed as outliers % % RESTOREDATA( LOCALRESPONSE, OutlierIndices ) restores all removed data % specified in OutlierIndices % RESTOREDATA( LOCALRESPONSE ) restores all removed data % All response feature models are refitted. % % See also MDEV_LOCAL/REMOVEOUTLIERSFORTEST, MODELDEV/REMOVEOUTLIERS. % Copyright 2006 The MathWorks, Inc. and Ford Global Technologies, Inc. if nargin<2 OutlierIndices = ':'; end Yall = getdata(mdev); Nrec= size(Yall,1); NewOutliers = []; if islogical(OutlierIndices) OutlierIndices= find(OutlierIndices); end if ~isempty(OutlierIndices) % outlier indices specified if min(OutlierIndices)<1 || max(OutlierIndices)>Nrec; error(message('mbc:modeldev:InvalidIndex')) end NewOutliers = OutlierIndices(:); elseif strcmp(OutlierIndices,':') % restore all outliers NewOutliers = outliers(mdev); end if ~isempty(NewOutliers) % update outliers NewOutliers= setdiff(outliers(mdev) , NewOutliers); mdev= info( outliers(mdev,NewOutliers) ); % fit local models [OK,mdev]= fitmodel(mdev); % refit response features mdev = UpdateLinks(mdev,2); end