preprocess.m

很全的som工具箱 四个demo可为初学者提够帮助

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 0.3922580645161291 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', ...