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?? preprocess.m

?? it is matlab code , som(slef organizing map) tool for matlab
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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 050100global 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=[]; endif ~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;endh0 = 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 0.3922580645161291 0.1666666666666667 0.03483870967741935], ...	'String','SELECT ALL', ...	'Tag','Pushbutton2', ...	'UserData','[ ]');h1 = uicontrol('Parent',h0, ...	'Units','normalized', ...	'BackgroundColor',[0.7529 0.7529 0.7529], ...	'Position',[0.01833333333333333 0.4503225806451613 0.23 0.3225806451612903], ...	'String',' ', ...	'Style','listbox', ...	'Tag','Listbox1', ...	'Value',1);data.comp_names_h=h1;h1 = uicontrol('Parent',h0, ...	'Units','normalized', ...	'BackgroundColor',[1 1 1], ...	'Position',[0.4950000000000001 0.4503225806451613 0.2333333333333333 0.3225806451612903], ...	'String',' ', ...	'Style','listbox', ...	'Tag','Listbox2', ...	'Value',1);data.vect_mean_h = h1;h1 = axes('Parent',h0, ...	'CameraUpVector',[0 1 0], ...	'CameraUpVectorMode','manual', ...	'Color',[1 1 1], ...	'Position',[0.7383333333333334 0.4503225806451613 0.2333333333333333 0.3225806451612903], ...	'Tag','Axes3', ...	'XColor',[0 0 0], ...	'XTickMode','manual', ...	'YColor',[0 0 0], ...	'YTickMode','manual', ...	'ZColor',[0 0 0]);data.sel_cplot_h = h1;h2 = text('Parent',h1, ...	'Color',[0 0 0], ...	'HandleVisibility','off', ...	'HorizontalAlignment','center', ...	'Position',[0.4964028776978418 -0.03212851405622486 9.160254037844386], ...	'Tag','Axes3Text4', ...	'VerticalAlignment','cap');set(get(h2,'Parent'),'XLabel',h2);h2 = text('Parent',h1, ...	'Color',[0 0 0], ...	'HandleVisibility','off', ...	'HorizontalAlignment','center', ...	'Position',[-0.05035971223021596 0.493975903614458 9.160254037844386], ...	'Rotation',90, ...	'Tag','Axes3Text3', ...	'VerticalAlignment','baseline');set(get(h2,'Parent'),'YLabel',h2);h2 = text('Parent',h1, ...	'Color',[0 0 0], ...	'HandleVisibility','off', ...	'HorizontalAlignment','right', ...	'Position',[-3.1942    1.7028    9.1603], ...	'Tag','Axes3Text2', ...	'Visible','off');set(get(h2,'Parent'),'ZLabel',h2);h2 = text('Parent',h1, ...	'Color',[0 0 0], ...	'HandleVisibility','off', ...	'HorizontalAlignment','center', ...	'Position',[0.4964028776978418 1.028112449799197 9.160254037844386], ...	'Tag','Axes3Text1', ...	'VerticalAlignment','bottom');set(get(h2,'Parent'),'Title',h2);h1 = uicontrol('Parent',h0, ...	'Units','normalized', ...	'BackgroundColor',[0.752941176470588 0.752941176470588 0.752941176470588], ...	'Callback','preprocess plxy', ...	'FontWeight','demi', ...	'ListboxTop',0, ...	'Position',[0.265 0.4683870967741936 0.125 0.03483870967741935], ...	'String','XY-PLOT', ...	'Tag','Pushbutton3');h1 = uicontrol('Parent',h0, ...	'Units','normalized', ...	'BackgroundColor',[0.752941176470588 0.752941176470588 0.752941176470588], ...	'Callback','preprocess hist', ...	'FontWeight','demi', ...	'ListboxTop',0, ...	'Position',[0.265 0.5303225806451613 0.125 0.03483870967741935], ...	'String','HISTOGRAM', ...	'Tag','Pushbutton4');h1 = uicontrol('Parent',h0, ...	'Units','normalized', ...	'BackgroundColor',[0.752941176470588 0.752941176470588 0.752941176470588], ...	'Callback','preprocess bplo', ...	'FontWeight','demi', ...	'ListboxTop',0, ...	'Position',[0.265 0.5922580645161291 0.125 0.03483870967741935], ...	'String','BOX PLOT', ...	'Tag','Pushbutton5');h1 = uicontrol('Parent',h0, ...	'Units','normalized', ...	'BackgroundColor',[0.752941176470588 0.752941176470588 0.752941176470588], ...	'Callback','preprocess plot', ...	'FontWeight','demi', ...	'ListboxTop',0, ...	'Position',[0.265 0.654195483870968 0.125 0.03483870967741935], ...	'String','PLOT', ...	'Tag','Pushbutton6');h1 = uicontrol('Parent',h0, ...	'Units','normalized', ...	'BackgroundColor',[1 1 1], ...	'ListboxTop',0, ...	'Position',[0.4088888888888889 0.5333333333333333 0.06 0.03268817204301075], ...	'String','30', ...	'Style','edit', ...	'Tag','EditText1');data.no_of_bins_h = h1;h1 = uicontrol('Parent',h0, ...	'Units','normalized', ...	'BackgroundColor',[0.8 0.8 0.8], ...	'FontWeight','demi', ...	'HorizontalAlignment','left', ...	'ListboxTop',0, ...	'Position',[0.01833333333333333 0.775483870967742 0.2016666666666667 0.01806451612903226], ...	'String','COMPONENT LIST', ...	'Style','text', ...	'Tag','StaticText7');h1 = uicontrol('Parent',h0, ...	'Units','normalized', ...	'BackgroundColor',[0.8 0.8 0.8], ...	'FontWeight','demi', ...	'HorizontalAlignment','left', ...	'ListboxTop',0, ...	'Position',[0.4950000000000001 0.775483870967742 0.1966666666666667 0.01806451612903226], ...	'String','AVERAGE', ...	'Style','text', ...	'Tag','StaticText8');h1 = uicontrol('Parent',h0, ...	'Units','normalized', ...	'BackgroundColor',[0.8 0.8 0.8], ...	'FontWeight','demi', ...	'HorizontalAlignment','left', ...	'ListboxTop',0, ...	'Position',[0.7383333333333334 0.775483870967742 0.225 0.01806451612903226], ...	'String','RELATIVE VALUES', ...	'Style','text', ...	'Tag','StaticText9');h1 = uicontrol('Parent',h0, ...	'Units','normalized', ...	'BackgroundColor',[0.8 0.8 0.8], ...	'FontSize',10, ...	'FontWeight','demi', ...	'HorizontalAlignment','left', ...	'ListboxTop',0, ...	'Position',[0.01833333333333333 0.8154838709677419 0.2033333333333333 0.0232258064516129], ...	'String','COMPONENTS', ...	'Style','text', ...	'Tag','StaticText10');h1 = uicontrol('Parent',h0, ...	'Units','normalized', ...	'BackgroundColor',[0.8 0.8 0.8], ...	'FontSize',10, ...	'FontWeight','demi', ...	'HorizontalAlignment','left', ...	'ListboxTop',0, ...	'Position',[0.4950000000000001 0.8154838709677419 0.2 0.0232258064516129], ...	'String','VECTORS', ...	'Style','text', ...	'Tag','StaticText11');h1 = uicontrol('Parent',h0, ...	'Units','normalized', ...	'BackgroundColor',[0.752941176470588 0.752941176470588 0.752941176470588], ...	'Callback','preprocess sD_management', ...	'FontSize',5, ...	'FontWeight','demi', ...	'ListboxTop',0, ...	'Position',[0.01833333333333333 0.8503225806451613 0.1666666666666667 0.03483870967741935], ...	'String','DATA SET MANAGEMENT', ...	'Tag','Pushbutton7');h1 = uicontrol('Parent',h0, ...	'Units','normalized', ...	'Callback','preprocess sel_sD', ...	'ListboxTop',0, ...	'Position',[0.01833333333333333 0.8890322580645161 0.1666666666666667 0.03483870967741935], ...	'String',' ', ...	'Style','popupmenu', ...	'Tag','PopupMenu2', ...	'Value',1);data.sD_set_h = h1;h1 = uicontrol('Parent',h0, ...	'Units','normalized', ...	'BackgroundColor',[1 1 1], ...	'ListboxTop',0, ...	'Position',[0.2516666666666667 0.8503225806451613 0.7216666666666667 0.07354838709677419], ...	'Style','text', ...	'Tag','StaticText12');data.sD_name_h = h1;h1 = uicontrol('Parent',h0, ...	'Units','normalized', ...	'BackgroundColor',[0.8 0.8 0.8], ...	'FontSize',10, ...	'FontWeight','demi', ...	'HorizontalAlignment','left', ...

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