somtoolbox.zip_self organizing map

function preprocess(sData,arg2) %PREPROCESS A GUI for data preprocessing. % % preprocess(sData) % % preprocess(sData) % % Launches a preprocessing GUI. The optional input argument can be % either a data struct or a struct array of such. However, primarily % the processed data sets are loaded to the application using the % tools in the GUI. Also, the only way to get the preprocessed data % sets back into the workspace is to use the tools in the GUI (press % the button DATA SET MANAGEMENT). % % For a more throughout description, see online documentation. % See also SOM_GUI. %%%%%%%%%%%% DETAILED DESCRIPTION %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % IN FILES: preprocess.html,preproc.jpg,sDman.jpg,clip.jpg,delay.jpg,window.jpg,selVect.jpg % Contributed to SOM Toolbox vs2, February 2nd, 2000 by Juha Parhankangas % Copyright (c) by Juha Parhankangas and the SOM Toolbox team % http://www.cis.hut.fi/projects/somtoolbox/ % Juha Parhankangas 050100 global no_of_sc % every Nth component in 'relative values' is drawn stronger. no_of_sc=5; if nargin < 1 | nargin > 2 error('Invalid number of input arguments'); return; end if nargin == 1, arg2=[]; end if ~isstr(sData) %%% Preprocess is started... data.LOG{1}='% Starting the ''Preprocess'' -window...'; data.LOG{2}=cat(2,'preprocess(',... sprintf('%s);',inputname(1))); pre_h=findobj(get(0,'Children'),'Tag','Preprocess'); if ~isempty(pre_h) figure(pre_h); msgbox('''Preprocess''-figure already exists.'); return; end h0 = figure('Color',[0.8 0.8 0.8], ... 'PaperPosition',[18 180 576 432], ... 'PaperUnits','points', ... 'Position',[595 216 600 775], ... 'Tag','Preprocess'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.752941176470588 0.752941176470588 0.752941176470588], ... 'FontWeight','demi', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.015 0.06064516129032258 0.9550000000000001 0.1458064516129032], ... 'Style','text', ... 'Tag','StaticText1'); data.results_h = h1; h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.752941176470588 0.752941176470588 0.752941176470588], ... 'Callback','preprocess close', ... 'FontWeight','demi', ... 'ListboxTop',0, ... 'Position',[0.8067 0.0142 0.1667 0.0348],... 'String','CLOSE', ... 'Tag','Pushbutton1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'FontWeight','demi', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.01833333333333333 0.2141935483870968 0.07000000000000001 0.01806451612903226], ... 'String','LOG', ... 'Style','text', ... 'Tag','StaticText2'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.752941176470588 0.752941176470588 0.752941176470588], ... 'Callback','preprocess sel_comp',... 'FontWeight','demi', ... 'ListboxTop',0, ... 'Position',[0.7983333333333333 0.2090322580645161 0.1666666666666667 0.03483870967741935], ... 'String',' ', ... 'Style','popupmenu', ... 'Tag','sel_comp_h', ... 'Value',1); data.sel_comp_h=h1; h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'ListboxTop',0, ... 'Position',[0.0183 0.2568 0.2133 0.1290], ... 'Style','text', ... 'Tag','StaticText3'); data.sel_cdata_h=h1; h1 = axes('Parent',h0, ... 'CameraUpVector',[0 1 0], ... 'CameraUpVectorMode','manual', ... 'Color',[1 1 1], ... 'Position',[0.2583 0.2568 0.2133 0.1290], ... 'Tag','Axes1', ... 'XColor',[0 0 0], ... 'XTickLabel',['0 ';'0.5';'1 '], ... 'XTickLabelMode','manual', ... 'XTickMode','manual', ... 'YColor',[0 0 0], ... 'YTickMode','manual', ... 'ZColor',[0 0 0]); data.sel_chist_h=h1; h2 = text('Parent',h1, ... 'Color',[0 0 0], ... 'HandleVisibility','off', ... 'HorizontalAlignment','center', ... 'Position',[0.4960629921259843 -0.08080808080808044 9.160254037844386], ... 'Tag','Axes1Text4', ... 'VerticalAlignment','cap'); set(get(h2,'Parent'),'XLabel',h2); h2 = text('Parent',h1, ... 'Color',[0 0 0], ... 'HandleVisibility','off', ... 'HorizontalAlignment','center', ... 'Position',[-0.0551181102362206 0.4848484848484853 9.160254037844386], ... 'Rotation',90, ... 'Tag','Axes1Text3', ... 'VerticalAlignment','baseline'); set(get(h2,'Parent'),'YLabel',h2); h2 = text('Parent',h1, ... 'Color',[0 0 0], ... 'HandleVisibility','off', ... 'HorizontalAlignment','right', ... 'Position',[-1.2283 5.7980 9.1603], ... 'Tag','Axes1Text2', ... 'Visible','off'); set(get(h2,'Parent'),'ZLabel',h2); h2 = text('Parent',h1, ... 'Color',[0 0 0], ... 'HandleVisibility','off', ... 'HorizontalAlignment','center', ... 'Position',[0.4960629921259843 1.070707070707071 9.160254037844386], ... 'Tag','Axes1Text1', ... 'VerticalAlignment','bottom'); set(get(h2,'Parent'),'Title',h2); h1 = axes('Parent',h0, ... 'CameraUpVector',[0 1 0], ... 'CameraUpVectorMode','manual', ... 'Color',[0.7529 0.7529 0.7529], ... 'Position',[0.4950000000000001 0.2567741935483871 0.4766666666666667 0.1290322580645161], ... 'Tag','Axes2', ... 'XColor',[0 0 0], ... 'XTickMode','manual', ... 'YColor',[0 0 0], ... 'YTick',[0 0.5 1], ... 'YTickMode','manual', ... 'ZColor',[0 0 0]); data.vector_h=h1; h2 = text('Parent',h1, ... 'Color',[0 0 0], ... 'HandleVisibility','off', ... 'HorizontalAlignment','center', ... 'Position',[0.4982456140350879 -0.08080808080808044 9.160254037844386], ... 'Tag','Axes2Text4', ... 'VerticalAlignment','cap'); set(get(h2,'Parent'),'XLabel',h2); h2 = text('Parent',h1, ... 'Color',[0 0 0], ... 'HandleVisibility','off', ... 'HorizontalAlignment','center', ... 'Position',[-0.1018 0.4848 9.1603], ... 'Rotation',90, ... 'Tag','Axes2Text3', ... 'VerticalAlignment','baseline'); set(get(h2,'Parent'),'YLabel',h2); h2 = text('Parent',h1, ... 'Color',[0 0 0], ... 'HandleVisibility','off', ... 'HorizontalAlignment','right', ... 'Position',[-1.045614035087719 5.797979797979799 9.160254037844386], ... 'Tag','Axes2Text2', ... 'Visible','off'); set(get(h2,'Parent'),'ZLabel',h2); h2 = text('Parent',h1, ... 'Color',[0 0 0], ... 'HandleVisibility','off', ... 'HorizontalAlignment','center', ... 'Position',[0.4982456140350879 1.070707070707071 9.160254037844386], ... 'Tag','Axes2Text1', ... 'VerticalAlignment','bottom'); set(get(h2,'Parent'),'Title',h2); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'FontWeight','demi', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.01833333333333333 0.3922580645161291 0.17 0.01806451612903226], ... 'String','STATISTICS', ... 'Style','text', ... 'Tag','StaticText4'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'FontWeight','demi', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.2583333333333334 0.3922580645161291 0.1633333333333333 0.01806451612903226], ... 'String','HISTOGRAM', ... 'Style','text', ... 'Tag','StaticText5'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'FontWeight','demi',... 'FontSize',6,... 'HorizontalAlignment','left',... 'String',{'LEFT: NEW SELECTION';'RIGHT: ADD TO SELECTION'}, ... 'ListboxTop',0, ... 'Position',[0.5016666666666667 0.38 0.235 0.03741935483870968], ... 'Style','text', ... 'Tag','StaticText6', ... 'UserData','[ ]'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.752941176470588 0.752941176470588 0.752941176470588], ... 'Callback','preprocess selall', ... 'FontWeight','demi', ... 'ListboxTop',0, ... 'Position',[0.8066666666666668 0.3