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SVMCrossVal.git
somtoolbox2
som_gui.m
starting som prediction fine-tuned class-performance visualisation
Christoph Budziszewski
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4dbef18
at 2009-01-21 16:34:25
som_gui.m
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function som_gui(varargin) %SOM_GUI A GUI for initialization and training of SOM. % % som_gui([sD]) % % som_gui % som_gui(sD) % % Input and output arguments ([]'s are optional) % [sD] (struct) SOM data struct % (matrix) a data matrix, size dlen x dim % % Actually, there are more arguments the function takes, but % they are for internal action of the function only. DO NOT use % them. % % For a more throughout description, see the online documentation. % See also PREPROCESS. %%%%%%%%%%%% DETAILED DESCRIPTION %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % IN FILES: som_gui.html,browsewin.jpg,wspace.jpg,loadgui.jpg,initgui.jpg,questdlg.jpg,paragui.jpg,mwindow.jpg,visgui.gif,reload.gif,savemap.gif,browse.gif % % Contributed to SOM Toolbox vs2, February 2nd, 2000 by Mika Pollari % Copyright (c) by Mika Pollari and SOM Toolbox Team % http://www.cis.hut.fi/projects/somtoolbox/ % Mika Pollari 31.1.2000 vs 1.1 global NEWMAP NEWST MAPSAVED MAP DATA LOAD_NAME LOAD_DATA; global SAVEMAP ALGORITHM HANDLE2 STOPOLINIT INIT_TYPE; global STRAIN1 STRAIN2 SOTHERS; if nargin == 0 main_gui; action = 'dummy'; elseif nargin == 1 temp = varargin{1}; if isstruct(temp), DATA = temp; main_gui; action = 'input_data'; elseif isnumeric(temp), DATA = som_data_struct(temp); main_gui; action = 'input_data'; else action = temp; end end switch(action) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%% LOAD %%%%%%%%%%%%%%%%%%%%%%%%%% case 'load_data' loadgui3; %%% Activates load GUI case 'workspace' workspace; %%% Workspace selected case 'file' file; %%% File Selected case 'file_select' file_select; case 'missing' Handle = findobj(gcf,'Tag','Checkbox1'); set(Handle,'Value',1); case 'load_ok' %%% <Load OK> pushed load_ok; case 'input_data' %%% GUI activated with data as arg1 input_data; %%% eg. som_gui(data) case 'browse' %%% Activates Browse GUI browse; %%% Browse files or workspace variables case 'works_ok' %%% <OK> pushed in (workspace) browse GUI works_ok; %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%% Initialization %%%%%%%%%%%%%%%%%%%%%%%%%%%% case 'def_initialization' %%% Finds default initialization ... def_initialization; %%% parameters case 'change_initialization' %%% Activates change (init) parameters GUI change_initialization; case 'change_initialization_ok'%%% Set new init. parameters change_initialization_ok; case 'change_initialization_cancel' close(gcf); return; case 'map_size' %%% Checks that 'map_size' is given in correct form map_size; case 'munits' %%% Checks that 'munits' is given in correct form munits; case 'init' %%% Initialize Map init; %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%% Train %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% case 'def_values_others' def_values_others; case 'def_values_train' STRAIN1 = som_train_struct('algorithm',ALGORITHM,'phase','rough','data',DATA); STRAIN2 = som_train_struct('previous',STRAIN1); case 'fill_fields' %%% Fill text fields in GUI fill_fields; case 'def_train' %%% Train Map def_train; case 'change_def' %%% Change default training parameters change_def; %%% Activate GUI case 'fill_new_defaults' fill_new_defaults; case 'set_batch_mask' set_batch_mask; case 'set_new_parameters' set_new_parameters; case 'only_finetune' %%% Train only once with finetune parameters only_finetune; %%%%%%% Next function check correctnes of new training parameters. case 'check_rough_radini' check_rough_radini; case 'check_fine_radini' check_fine_radini; case 'check_rough_radfin' check_rough_radfin; case 'check_fine_radfin' check_fine_radfin; case 'check_rough_alphaini' check_rough_alphaini; case 'check_fine_alphaini' check_fine_alphaini; case 'check_rough_trainlen' check_rough_trainlen; case 'check_fine_trainlen' check_fine_trainlen; %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%% Save Map %%%%%%%%%%%%%%%%%%%%%% case 'savemap' %%% Save as <.cod> file savemap; case 'save_workspace' %%% Save in workspace save_workspace; %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%% Help & Info %%%%%%%%%%%%%%%%%%%%%%% case 'help' web file:///share/somtoolbox/vs2/html/som_GUI.html; case 'helpwin' helpwin1; case 'helpwin2' helpwin som_gui; case 'data_info' data_info; %%% Info about data case 'map_info' %%% Info about map map_info; %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% Other Functions %%%%%%%%%%%%%%%%%%%%%%% case 'preprocess' preprocess_gui; %%%%% Call preprocess GUI case 'visualize' visualize; %%%%% Call visualization GUI case 'clear_all' %%%%% Clear all filds clear_all; case 'close' close_fig; %%%%% Close active GUI end %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%% END OF SWITCH-STATEMENT %%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%% (SUB) FUNCTIONS %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% LOAD SECTION STARTS %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% function [] = workspace() Handle = findobj(gcbf,'Tag','Radiobutton2'); Value = get(Handle,'Value'); HandleTemp = findobj(gcbf,'Tag','Radiobutton1'); if Value == 1 set(HandleTemp,'Value',0); HandleBar = findobj(gcbf,'Tag','PopupMenu1'); set(HandleBar,'Enable','off'); set(HandleBar,'Visible','off'); Handle3 = findobj(gcbf,'Tag','StaticText3'); set(Handle3,'Visible','off'); Handle3 = findobj(gcbf,'Tag','Checkbox1'); set(Handle3,'Visible','off'); Handle3 = findobj(gcbf,'Tag','EditText3'); set(Handle3,'Visible','off'); Handle = findobj(gcbf,'Tag','EditText2'); set(Handle,'String',''); end function [] = file() Handle = findobj(gcbf,'Tag','Radiobutton1'); Value = get(Handle,'Value'); HandleTemp = findobj(gcbf,'Tag','Radiobutton2'); if Value == 1 set(HandleTemp,'Value',0); HandleBar = findobj(gcbf,'Tag','PopupMenu1'); set(HandleBar,'Enable','on'); set(HandleBar,'Visible','on'); Handle3 = findobj(gcbf,'Tag','StaticText3'); set(Handle3,'Visible','on'); Handle3 = findobj(gcbf,'Tag','Checkbox1'); set(Handle3,'Visible','on'); Handle3 = findobj(gcbf,'Tag','EditText3'); set(Handle3,'Visible','on'); Handle = findobj(gcbf,'Tag','EditText1'); set(Handle,'String',''); end function [] = file_select() Handle = findobj(gcbf,'Tag','PopupMenu1'); temp = get(Handle,'String'); val = get(Handle,'Value'); Handle1 = findobj(gcbf,'Tag','Checkbox1'); Handle2 = findobj(gcbf,'Tag','EditText3'); if strcmp(temp{val},'dat file') set(Handle2,'String','x'); set(Handle1,'Enable','on'); set(Handle2,'Enable','on'); set(Handle1,'Visible','on'); set(Handle2,'Visible','on'); else set(Handle1,'Value',0); set(Handle1,'Enable','off'); set(Handle2,'Enable','off'); set(Handle1,'Visible','off'); set(Handle2,'Visible','off'); end function [] = load_ok() global MAP DATA LOAD_DATA LOAD_NAME; Handle1 = findobj(gcbf,'Tag','EditText1'); Handle2 = findobj(gcbf,'Tag','EditText2'); Name1 = get(Handle1,'String'); Name2 = get(Handle2,'String'); if isempty(Name1) & not(isempty(Name2)) Handle = findobj(gcbf,'Tag','PopupMenu1') type = get(Handle,'String'); val = get(Handle,'Value'); type = type{val}; if strcmp(type,'mat file') ltemp = 'load:::'; ltemp = strcat(ltemp,Name2); ltemp = strrep(ltemp,':::',' '); evalin('base',ltemp); DATA = evalin('base','sD'); LOAD_DATA = evalin('base','sD.data'); LOAD_NAME = evalin('base','sD.name'); LOAD_NAME = strrep(LOAD_NAME,'.','_'); load_labels = evalin('base','sD.labels'); load_comp_names = evalin('base','sD.comp_names'); DATA = som_data_struct(LOAD_DATA); DATA.name = LOAD_NAME; DATA.comp_names = load_comp_names; DATA.labels = load_labels; else Handle = findobj(gcbf,'Tag','Checkbox1'); value = get(Handle,'Value'); if value == 0 temp = 'som_read_data('''; temp = strcat(temp,Name2,''');'); else Handle = findobj(gcbf,'Tag','EditText3'); missing = get(Handle,'String'); if not(isempty(missing)) temp = 'som_read_data('''; temp = strcat(temp,Name2,'''',',','''',missing,''');'); else temp = 'som_read_data('''; temp = strcat(temp,Name2,''');'); end end evalin('base',temp); DATA = evalin('base','ans'); name = DATA.name; temp = findstr('/',name); if not(isempty(temp)) name = name(temp(end)+1:end); end name = strrep(name,'.','_'); LOAD_NAME = name; DATA.name = name; end elseif isempty(Name2) & not(isempty(Name1)) LOAD_DATA = evalin('base',Name1); if not(isstruct(LOAD_DATA)) DATA = som_data_struct(LOAD_DATA); LOAD_NAME = Name1; DATA.name = Name1; else DATA = LOAD_DATA; name = DATA.name; temp = findstr('/',name); if not(isempty(temp)) name = name(temp(end)+1:end); end name = strrep(name,'.','_'); LOAD_NAME = name; DATA.name = name; end else errmsg = {'Give name of data before loading'}; errordlg(errmsg,'Empty data name!'); return; end close(gcbf); if not(isempty(MAP)) clear MAP; global MAP; str1 = 'Map: <empty>'; str2 = 'Train'; Handle = findobj(gcf,'Tag','StaticText3'); set(Handle,'String',str1); Handle = findobj(gcf,'Tag','StaticText8'); set(Handle,'String',str2); end temp = 'Data:'; temp = strcat(temp,' <',LOAD_NAME,'>'); Handle = findobj(gcf,'Tag','StaticText4'); set(Handle,'String',temp); som_gui('def_initialization'); Handle = findobj(gcf,'Tag','Pushbutton2'); set(Handle,'Enable','off'); Handle = findobj(gcf,'Tag','Pushbutton4'); set(Handle,'Enable','on'); Handle = findobj(gcf,'Tag','Pushbutton9'); set(Handle,'Enable','on'); Handle = findobj(gcf,'Tag','Subuimenu2'); set(Handle,'Enable','on'); Handle = findobj(gcf,'Tag','&Help/InfoHelp windowuimenu1'); set(Handle,'Enable','on'); Handle = findobj(gcf,'Tag','&Init&Trainuimenu1'); set(Handle,'Enable','on'); Handle = findobj(gcf,'Tag','&Init&TrainInitialize1'); set(Handle,'Enable','on'); Handle = findobj(gcf,'Tag','Subuimenu1'); set(Handle,'Enable','off'); %%%%%%???????? Handle = findobj(gcf,'Tag','StaticText10'); set(Handle,'String','Status <data loaded>'); function [] = input_data() global DATA; name = DATA.name; newname = strrep(name,'.','_'); DATA.name = newname; temp = strcat('Data: <',newname,'>'); Handle = findobj(gcf,'Tag','StaticText4'); set(Handle,'String',temp); som_gui('def_initialization'); Handle = findobj(gcf,'Tag','Pushbutton2'); set(Handle,'Enable','off'); Handle = findobj(gcf,'Tag','Pushbutton4'); set(Handle,'Enable','on'); Handle = findobj(gcf,'Tag','Pushbutton9'); set(Handle,'Enable','on'); Handle = findobj(gcf,'Tag','Subuimenu2'); set(Handle,'Enable','on'); Handle = findobj(gcf,'Tag','&Help/InfoHelp windowuimenu1'); set(Handle,'Enable','on'); Handle = findobj(gcf,'Tag','&Init&Trainuimenu1'); set(Handle,'Enable','on'); Handle = findobj(gcf,'Tag','&Init&TrainInitialize1'); set(Handle,'Enable','on'); Handle = findobj(gcf,'Tag','Subuimenu1'); set(Handle,'Enable','off'); %%%%%%???????? Handle = findobj(gcf,'Tag','StaticText10'); set(Handle,'String','Status <data loaded>'); function [] = browse() global HANDLE2; HandleWorkspace = findobj(gcbf,'Tag','Radiobutton2'); HandleFile = findobj(gcbf,'Tag','Radiobutton1'); WorkspaceVal = get(HandleWorkspace,'Value'); FileVal = get(HandleFile,'Value'); if FileVal == 1 Handle = findobj(gcbf,'Tag','PopupMenu1'); str = get(Handle,'String'); value = get(Handle,'Value'); str = str{value}; if strcmp(str,'mat file') filtter = '*.mat'; else filtter = '*.dat*'; end [filename pathname] = uigetfile(filtter,'Load file.'); temp = strcat(pathname,filename); Handle = findobj(gcbf,'Tag','EditText2'); set(Handle,'String',temp); elseif WorkspaceVal == 1 HANDLE2 = gcf; works; temp = evalin('base','who'); index2 = 1; names = ''; for index = 1:length(temp) if isnumeric(evalin('base',temp{index})) test = size(evalin('base',temp{index})); if test(1) ~= 1 & test(2) ~= 1 names{index2} = temp{index}; index2 = index2 + 1; end end end for index = 1:length(temp) variable = evalin('base',temp{index}); if isstruct(variable) fnames = fieldnames(variable); if size(fnames,1) == 6 & strcmp(fnames(1),'type') & strcmp(variable.type,'som_data') names{index2} = temp{index}; index2 = index2 + 1; end end end Handle = findobj(gcf,'Tag','Listbox1'); %%%%%% if is empty string#%%% set(Handle,'String',names); else errmsg = 'Select browse type: Workspace or file.'; errordlg(errmsg,'Browse error!'); return; end function [] = works_ok() global HANDLE2; Handle = findobj(gcbf,'Tag','Listbox1'); temp = get(Handle,'String'); val = get(Handle,'Value'); data = temp{val}; Handle = findobj(HANDLE2,'Tag','EditText1'); set(Handle,'String',data); close; %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% END OF LOAD SECTION %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% START OF INITIALIZATION %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% function [] = def_initialization() global DATA STOPOLINIT INIT_TYPE; sTopol = som_topol_struct('data',DATA); Handle = findobj(gcf,'Tag','StaticText5'); temp = num2str(sTopol.msize); temp = strcat('map size:',' [',temp,']'); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText6'); set(Handle,'String','type: linear'); Handle = findobj(gcf,'Tag','StaticText20'); temp = strcat('lattice:',sTopol.lattice); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText21'); temp = strcat('shape:',sTopol.shape); set(Handle,'String',temp); STOPOLINIT = sTopol; INIT_TYPE = 'linear'; function [] = change_initialization() global INIT_TYPE STOPOLINIT; initialization2; Handle = findobj(gcf,'Tag','PopupMenu1'); temp = get(Handle,'String'); val = loop(temp,INIT_TYPE); set(Handle,'Value',val); Handle = findobj(gcf,'Tag','PopupMenu2'); temp = get(Handle,'String'); val = loop(temp,STOPOLINIT.lattice); set(Handle,'Value',val); Handle = findobj(gcf,'Tag','PopupMenu3'); temp = get(Handle,'String'); val = loop(temp,STOPOLINIT.shape); set(Handle,'Value',val); Handle = findobj(gcf,'Tag','EditText1'); temp = num2str(STOPOLINIT.msize); msize = strcat('[',temp,']'); set(Handle,'String',msize); function [] = change_initialization_ok() Handle = findobj(gcbf,'Tag','PopupMenu1'); temp = get(Handle,'String'); val = get(Handle,'Value'); INIT_TYPE = temp{val}; Handle = findobj(gcbf,'Tag','PopupMenu2'); temp = get(Handle,'String'); val = get(Handle,'Value'); lattice = temp{val}; Handle = findobj(gcbf,'Tag','PopupMenu3'); temp = get(Handle,'String'); val = get(Handle,'Value'); shape = temp{val}; Handle = findobj(gcbf,'Tag','EditText1'); temp = get(Handle,'String'); msize = str2num(temp); STOPOLINIT = som_set('som_topol','msize',msize,'lattice',lattice,'shape',shape); close(gcf); Handle = findobj(gcf,'Tag','StaticText5'); temp = num2str(STOPOLINIT.msize); temp = strcat('map size:',' [',temp,']'); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText6'); temp = strcat('type:',INIT_TYPE); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText20'); temp = strcat('lattice:',STOPOLINIT.lattice); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText21'); temp = strcat('shape:',STOPOLINIT.shape); set(Handle,'String',temp); function [] = def_values_others() global SOTHERS; Handle = findobj(gcf,'Tag','StaticText19'); temp = strcat('tracking:',SOTHERS.tracking); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText12'); temp = strcat('order:',SOTHERS.oder); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText14'); temp = strcat('length_type:',SOTHERS.length_type); set(Handle,'String',temp); function [] = fill_fields() global STRAIN1 STRAIN2 ALGORITHM neigh = STRAIN1.neigh; mask = STRAIN1.mask; rad_ini1 = STRAIN1.radius_ini; rad_ini2 = STRAIN2.radius_ini; rad_fin1 = STRAIN1.radius_fin; rad_fin2 = STRAIN2.radius_fin; trainlen1 = num2str(STRAIN1.trainlen); trainlen2 = num2str(STRAIN2.trainlen); alpha_ini1 = num2str(STRAIN1.alpha_ini); alpha_ini2 = num2str(STRAIN2.alpha_ini); if strcmp(ALGORITHM,'seq') alpha_type = STRAIN1.alpha_type; %%% only in sequential Handle = findobj(gcf,'Tag','StaticText28'); temp = strcat('alpha type:',alpha_type); set(Handle,'String',temp); end Handle = findobj(gcf,'Tag','StaticText11'); temp = strcat('neigh: ',neigh); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText22'); temp = num2str(rad_fin1); temp = strcat('radius final:',temp); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText25'); temp = num2str(rad_fin2); temp = strcat('radius final:',temp); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText11'); temp = strcat('neigh: ',neigh); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText17'); temp = num2str(rad_ini1); temp = strcat('radius initial:',temp); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText24'); temp = num2str(rad_ini2); temp = strcat('radius initial:',temp); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText16'); temp = num2str(trainlen1); temp = strcat('training length:',temp); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText23'); temp = num2str(trainlen2); temp = strcat('training length:',temp); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText26'); temp = strcat('alpha initial:',alpha_ini1); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText27'); temp = strcat('alpha initial:',alpha_ini2); set(Handle,'String',temp); function [] = init(); global INIT_TYPE MAP NEWMAP ALGORITHM SOTHERS DATA STOPOLINIT; if strcmp(INIT_TYPE,'random') MAP = som_randinit(DATA,STOPOLINIT); else MAP = som_lininit(DATA,STOPOLINIT); end NEWMAP = MAP; temp = 'Map:'; temp = strcat(temp,' <',MAP.name,'>'); Handle = findobj(gcbf,'Tag','StaticText3'); set(Handle,'String',temp); Handle = findobj(gcbf,'Tag','StaticText10'); set(Handle,'String','Status <map initialized>'); ALGORITHM = 'batch'; Handle = findobj(gcbf,'Tag','Pushbutton4'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','Pushbutton6'); set(Handle,'Enable','on'); Handle = findobj(gcbf,'Tag','Pushbutton5'); set(Handle,'Enable','on'); SOTHERS.tracking = '1'; SOTHERS.length_type = 'epochs'; SOTHERS.oder = 'random'; som_gui('def_values_topol'); som_gui('def_values_train'); som_gui('def_values_others'); som_gui('fill_fields'); Handle = findobj(gcbf,'Tag','Pushbutton4'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','Pushbutton9'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','Radiobutton1'); set(Handle,'Enable','on'); Handle = findobj(gcbf,'Tag','&Init&TrainChange initialization valuesuimenu1'); set(Handle,'Enable','on'); Handle = findobj(gcbf,'Tag','&Init&TrainTrain1'); set(Handle,'Enable','on'); Handle = findobj(gcbf,'Tag','&Help/InfoData infouimenu1'); set(Handle,'Enable','on'); Handle = findobj(gcbf,'Tag','Subuimenu2'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','&Init&Trainuimenu1'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','&Init&TrainInitialize1'); set(Handle,'Enable','off'); %%%%%%%%%%%?????????? Handle = findobj(gcbf,'Tag','StaticText9'); set(Handle,'String','training type: batch'); function [] = set_batch_mask() Handle = findobj(gcbf,'Tag','Listbox2'); temp = get(Handle,'String'); mask = str2num(temp); Handle = findobj(gcbf,'Tag','Listbox1'); replace = get(Handle,'Value'); Handle = findobj(gcbf,'Tag','EditText2'); temp = get(Handle,'String'); value = str2num(temp); if not(isempty(value)) mask(replace) = value; Handle = findobj(gcbf,'Tag','Listbox2'); temp = num2str(mask); set(Handle,'String',temp); end function [] = munits() global DATA STOPOLINIT; msgs = {'Correct map units is number';'Correct map units is number'}; [msgs_nro, value] = check_ok('EditText2'); if msgs_nro > 0 errordlg({msgs{msgs_nro}},'Incorrect map units!') return; end STOPOLINIT = som_topol_struct('munits',value,'data',DATA); Handle = findobj(gcbf,'Tag','EditText1'); temp = num2str(STOPOLINIT.msize); msize = strcat('[',temp,']'); set(Handle,'String',msize); function [] = map_size() global STOPOLINIT; msgs = {'Map size must be in form [x y]';... 'Map size must be in form [x y]'}; [msgs_nro, value, Handle] = msize_ok('EditText1'); if msgs_nro > 0 errordlg({msgs{msgs_nro}},'Incorrect map size!'); temp = num2str(STOPOLINIT.msize); temp = strcat('[',temp,']'); set(Handle,'String',temp); return; end STOPOLINIT.msize = value; Handle = findobj(gcbf,'Tag','EditText2'); set(Handle,'String',''); %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% END OF INITIALIZATION %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% START OF TRAINING %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% function [] = def_train() global SOTHERS ALGORITHM MAP NEWST DATA STRAIN1 STRAIN2 MAPSAVED; tlen_type = SOTHERS.length_type; sample_order = SOTHERS.oder; tracking = SOTHERS.tracking; test = str2num(tracking); Handle = findobj(gcbf,'Tag','Radiobutton1'); tempval = get(Handle,'Value'); if strcmp(ALGORITHM,'seq') if tempval ~= 1 [MAP NEWST] = som_seqtrain(MAP,DATA,'train',STRAIN1,tlen_type,sample_order); end if test > 1 figure; set(gcf,'Name',MAP.name); set(gcf,'NumberTitle','off'); end [NEWMAP NEWST] = som_seqtrain(MAP,DATA,'train',STRAIN2,'tracking',test,tlen_type,sample_order); else if tempval ~= 1 [MAP NEWST] = som_batchtrain(MAP,DATA,'train',STRAIN1); end if test > 1 figure; set(gcf,'Name',MAP.name); set(gcf,'NumberTitle','off'); end [NEWMAP NEWST] = som_batchtrain(MAP,DATA,'train',STRAIN2,'tracking',test); end MAP = NEWMAP; clear MAPSAVED; Handle = findobj(gcbf,'Tag','StaticText10'); set(Handle,'String','Status <map trained>'); Handle = findobj(gcbf,'Tag','Load/SaveSubuimenu1'); set(Handle,'Enable','on'); Handle = findobj(gcbf,'Tag','Load/SaveSave mapuimenu1'); set(Handle,'Enable','on'); Handle = findobj(gcbf,'Tag','&Load/SaveSave mapSave in workspaceuimenu1'); set(Handle,'Enable','on'); Handle = findobj(gcbf,'Tag','&ToolsSubuimenu1'); set(Handle,'Enable','on'); Handle = findobj(gcbf,'Tag','&Init&TrainChange initialization valuesuimenu1'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','&Init&TrainTrain1'); set(Handle,'Enable','off'); function [] = change_def() global ALGORITHM STRAIN1 DATA; ButtonName = questdlg('Select training type!',... 'Change values.',... 'Batch','Sequential','Cancel',... 'Batch'); if strcmp(ButtonName,'Sequential') Handle = findobj(gcbf,'Visible','off'); set(Handle,'Visible','on'); ALGORITHM = 'seq'; Handle = findobj(gcf,'Tag','StaticText9'); set(Handle,'String','training type: sequential'); new_para2_2; Handle = findobj(gcf,'Tag','StaticText1'); set(Handle,'String','Change parameters for sequential training'); Handle = findobj(gcf,'Enable','off'); set(Handle,'Enable','on'); Handle = findobj(gcf,'Visible','off'); set(Handle,'Visible','on'); elseif strcmp(ButtonName,'Batch') ALGORITHM = 'batch'; Handle = findobj(gcbf,'Tag','StaticText26'); set(Handle,'Visible','off'); Handle = findobj(gcbf,'Tag','StaticText27'); set(Handle,'Visible','off'); Handle = findobj(gcf,'Tag','StaticText9'); set(Handle,'String','training type: batch'); Handle = findobj(gcf,'Tag','StaticText12'); set(Handle,'Visible','off'); Handle = findobj(gcf,'Tag','StaticText28'); set(Handle,'Visible','off'); Handle = findobj(gcf,'Tag','StaticText14'); set(Handle,'Visible','off'); new_para2_2; Handle = findobj(gcf,'Tag','StaticText1'); set(Handle,'String','Change parameters for batch training'); Handle = findobj(gcf,'Tag','PopupMenu3'); set(Handle,'Enable','off'); set(Handle,'Visible','off'); Handle = findobj(gcf,'Tag','PopupMenu4'); set(Handle,'Enable','off'); set(Handle,'Visible','off'); Handle = findobj(gcf,'Tag','PopupMenu5'); set(Handle,'Enable','off'); set(Handle,'Visible','off'); Handle = findobj(gcf,'Tag','StaticText17'); set(Handle,'Visible','off'); Handle = findobj(gcf,'Tag','StaticText18'); set(Handle,'Visible','off'); Handle = findobj(gcf,'Tag','StaticText19'); set(Handle,'Visible','off'); Handle = findobj(gcf,'Tag','StaticText13'); set(Handle,'Visible','off'); Handle = findobj(gcf,'Tag','StaticText14'); set(Handle,'Visible','off'); Handle = findobj(gcf,'Tag','EditText6'); set(Handle,'Visible','off'); set(Handle,'Enable','off'); Handle = findobj(gcf,'Tag','EditText10'); set(Handle,'Visible','off'); set(Handle,'Enable','off'); else return; end som_gui('def_values_train'); mask = STRAIN1.mask; Handle = findobj(gcf,'Tag','Listbox1'); set(Handle,'String',DATA.comp_names); som_gui('fill_new_defaults'); function [] = fill_new_defaults() global STRAIN1 STRAIN2 SOTHERS ALGORITHM; Handle = findobj(gcf,'Tag','EditText4'); temp = num2str(STRAIN1.radius_ini); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','EditText8'); temp = num2str(STRAIN2.radius_ini); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','EditText5'); temp = num2str(STRAIN1.radius_fin); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','EditText9'); temp = num2str(STRAIN2.radius_fin); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','EditText6'); temp = num2str(STRAIN1.alpha_ini); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','EditText10'); temp = num2str(STRAIN2.alpha_ini); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','EditText7'); temp = num2str(STRAIN1.trainlen); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','EditText11'); temp = num2str(STRAIN2.trainlen); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','Listbox2'); temp = num2str(STRAIN1.mask'); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','PopupMenu2'); string = get(Handle,'String'); val = loop(string,SOTHERS.tracking); set(Handle,'Value',val); Handle = findobj(gcf,'Tag','PopupMenu1'); string = get(Handle,'String'); val = loop(string,STRAIN1.neigh); set(Handle,'Value',val); if strcmp(ALGORITHM,'seq') Handle = findobj(gcf,'Tag','PopupMenu3'); string = get(Handle,'String'); val = loop(string,SOTHERS.length_type); set(Handle,'Value',val); Handle = findobj(gcf,'Tag','PopupMenu4'); string = get(Handle,'String'); val = loop(string,SOTHERS.oder); set(Handle,'Value',val); Handle = findobj(gcf,'Tag','PopupMenu5'); string = get(Handle,'String'); val = loop(string,STRAIN1.alpha_type); set(Handle,'Value',val); end function [] = set_new_parameters() global STRAIN1 STRAIN2 ALGORITHM SOTHERS; Handle = findobj(gcbf,'Tag','Listbox2'); temp = get(Handle,'String'); mask = str2num(temp); %%%%%%%%%%%%% Do somthing mask = mask'; Handle = findobj(gcbf,'Tag','PopupMenu1'); temp = get(Handle,'String'); val = get(Handle,'Value'); neigh = temp{val}; Handle = findobj(gcbf,'Tag','PopupMenu2'); temp = get(Handle,'String'); val = get(Handle,'Value'); SOTHERS.tracking = temp{val}; %%%%% finetune phase! Handle = findobj(gcbf,'Tag','EditText4'); temp = get(Handle,'String'); rad_ini1 = str2num(temp); Handle = findobj(gcbf,'Tag','EditText8'); temp = get(Handle,'String'); rad_ini2 = str2num(temp); Handle = findobj(gcbf,'Tag','EditText5'); temp = get(Handle,'String'); rad_fin1 = str2num(temp); Handle = findobj(gcbf,'Tag','EditText9'); temp = get(Handle,'String'); rad_fin2 = str2num(temp); Handle = findobj(gcbf,'Tag','EditText6'); temp = get(Handle,'String'); alpha_ini1 = str2num(temp); Handle = findobj(gcbf,'Tag','EditText10'); temp = get(Handle,'String'); alpha_ini2 = str2num(temp); Handle = findobj(gcbf,'Tag','EditText7'); temp = get(Handle,'String'); train_length1 = str2num(temp); Handle = findobj(gcbf,'Tag','EditText11'); temp = get(Handle,'String'); train_length2 = str2num(temp); if strcmp(ALGORITHM,'seq') Handle = findobj(gcbf,'Tag','PopupMenu3'); temp = get(Handle,'String'); val = get(Handle,'Value'); SOTHERS.length_type = temp{val}; Handle = findobj(gcbf,'Tag','PopupMenu4'); temp = get(Handle,'String'); val = get(Handle,'Value'); SOTHERS.oder= temp{val}; Handle = findobj(gcbf,'Tag','PopupMenu5'); temp = get(Handle,'String'); val = get(Handle,'Value'); alpha_type = temp{val}; else alpha_type = 'inv'; end STRAIN1.neigh = neigh; STRAIN2.neigh = neigh; STRAIN1.mask = mask; STRAIN2.mask = mask; STRAIN1.radius_ini = rad_ini1; STRAIN2.radius_ini = rad_ini2; STRAIN1.radius_fin = rad_fin1; STRAIN2.radius_fin = rad_fin2; STRAIN1.alpha_ini = alpha_ini1; STRAIN2.alpha_ini = alpha_ini2; STRAIN1.alpha_type = alpha_type; STRAIN2.alpha_type = alpha_type; STRAIN1.trainlen = train_length1; STRAIN2.trainlen = train_length2; close(gcbf); som_gui('fill_fields'); som_gui('def_values_others'); function [] = only_finetune() Handle = findobj(gcbf,'Tag','Radiobutton1'); test = get(Handle,'Value'); if test == 1 Handle = findobj(gcbf,'Tag','StaticText16'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','StaticText17'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','StaticText22'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','StaticText26'); set(Handle,'Enable','off'); else Handle = findobj(gcbf,'Tag','StaticText16'); set(Handle,'Enable','on'); Handle = findobj(gcbf,'Tag','StaticText17'); set(Handle,'Enable','on'); Handle = findobj(gcbf,'Tag','StaticText22'); set(Handle,'Enable','on'); Handle = findobj(gcbf,'Tag','StaticText26'); set(Handle,'Enable','on'); end function [] = check_rough_radini() global STRAIN1; msgs = {'Initial radius must be number!';... 'Initial radius must be single valued number!'}; [msgs_nro, value, Handle] = check_ok('EditText4'); if msgs_nro > 0 errordlg({msgs{msgs_nro}},'Incorrect initial radius!') temp = num2str(STRAIN1.radius_ini); set(Handle,'String',temp); return; end function [] = check_fine_radini() global STRAIN2; msgs = {'Initial radius must be number!';... 'Initial radius must be single valued number!'}; [msgs_nro, value, Handle] = check_ok('EditText8'); if msgs_nro > 0 errordlg({msgs{msgs_nro}},'Incorrect initial radius!') temp = num2str(STRAIN2.radius_ini); set(Handle,'String',temp); return; end function [] = check_rough_radfin() global STRAIN1; msgs = {'Final radius must be number!';... 'Final radius must be single valued number!'}; [msgs_nro, value, Handle] = check_ok('EditText5'); if msgs_nro > 0 errordlg({msgs{msgs_nro}},'Incorrect final radius!') temp = num2str(STRAIN1.radius_fin); set(Handle,'String',temp); return; end function [] = check_fine_radfin() global STRAIN2; msgs = {'Final radius must be number!';... 'Final radius must be single valued number!'}; [msgs_nro, value, Handle] = check_ok('EditText9'); if msgs_nro > 0 errordlg({msgs{msgs_nro}},'Incorrect final radius!') temp = num2str(STRAIN2.radius_fin); set(Handle,'String',temp); return; end function [] = check_rough_alphaini() global STRAIN1; msgs = {'Alpha initial must be number!';... 'Alpha initial must be single valued number!'}; [msgs_nro, value, Handle] = check_ok('EditText6'); if msgs_nro > 0 errordlg({msgs{msgs_nro}},'Incorrect initial alpha!') temp = num2str(STRAIN1.alpha_ini); set(Handle,'String',temp); return; end function [] = check_fine_alphaini() global STRAIN2; msgs = {'Alpha initial must be number!';... 'Alpha initial must be single valued number!'}; [msgs_nro, value, Handle] = check_ok('EditText10'); if msgs_nro > 0 errordlg({msgs{msgs_nro}},'Incorrect initial alpha!') temp = num2str(STRAIN2.alpha_ini); set(Handle,'String',temp); return; end function [] = check_rough_trainlen() global STRAIN1; msgs = {'Training length must be number!';... 'Training length must be single valued number!'}; [msgs_nro, value, Handle] = check_ok('EditText7'); if msgs_nro > 0 errordlg({msgs{msgs_nro}},'Incorrect training length!') temp = num2str(STRAIN1.trainlen); set(Handle,'String',temp); return; end function [] = check_fine_trainlen() global STRAIN2; msgs = {'Training length must be number!';... 'Training length must be single valued number!'}; [msgs_nro, value, Handle] = check_ok('EditText11'); if msgs_nro > 0 errordlg({msgs{msgs_nro}},'Incorrect training length!') temp = num2str(STRAIN2.trainlen); set(Handle,'String',temp); return; end %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% END OF TRAINING %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% START OF SAVING %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% function [] = savemap() global MAP MAPSAVED; if isempty(MAP) str = {'There is no map to be saved! Train map before saving.'}; helpdlg(str,'Empty map!'); return; end [FileName Path] = uiputfile('*.cod','Save file!'); if FileName ~= 0 temp = strcat(Path,FileName); som_write_cod(MAP,temp); MAPSAVED = 'SAVED'; end Handle = findobj(gcf,'Tag','StaticText10'); set(Handle,'String','Status <map saved>'); function [] = save_workspace() global MAP MAPSAVED; if isempty(MAP) str = {'There is no map to be saved! Train map before saving.'}; helpdlg(str,'Empty map!'); return; else prompt = {'Save map as?'}; title = 'Save map!'; lineNo = 1; answer = inputdlg(prompt,title,lineNo); if isempty(answer) return; end if not(isempty(answer{1})) ws_variable = evalin('base','who'); max_length = 0; for index = 1:size(ws_variable,1) if max_length < size(ws_variable{index},2) max_length = size(ws_variable{index},2); end end length = max_length + 1; tempfoo(1:1:length) = 'A'; assignin('base',tempfoo,answer{1}); str = ['exist(' tempfoo ')']; temp = evalin('base',str); %%%%%%%%%%@@@@@@@@@ evalin('base',['clear ' tempfoo ]) if temp == 0 assignin('base',answer{1},MAP); MAPSAVED = 'SAVED'; elseif temp ~= 0 Questmsg = strcat('Variable',' ''',answer{1},'''',... ' exist. Overwrite?'); ButtonName = questdlg(Questmsg); switch(ButtonName) case 'Yes' assignin('base',answer{1},MAP); MAPSAVED = 'SAVED'; case 'No' som_gui('save_workspace'); end end else helpmsg = {'There cannot be any empty field in ''save'''}; helpdlg(helpmsg,'Help Save!'); som_gui('save'); end end Handle = findobj(gcf,'Tag','StaticText10'); set(Handle,'String','Status <map saved>'); %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% END OF SAVING %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% START OF HELP & INFO %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %HEREXX function [] = data_info() global DATA; if isempty(DATA) helpmsg = 'Load data first!'; helpdlg(helpmsg,'Empty data!'); return; end file_name = tempname; file_name = strcat(file_name,'.m'); fid = fopen(file_name,'w'); fprintf(fid,'%% %+35s\n','DATA INFO'); fprintf(fid,'%%\n'); print_info(DATA,2,fid); directory = tempdir; addpath (directory); helpwin (file_name); fclose(fid); delete(file_name); rmpath (directory); function [] = map_info() global MAP; if isempty(MAP) helpmsg = 'There is no map!'; helpdlg(helpmsg,'Empty map!'); return; end file_name = tempname; file_name = strcat(file_name,'.m'); fid = fopen(file_name,'w'); fprintf(fid,'%% %+35s\n','MAP INFO'); fprintf(fid,'%%\n'); print_info(MAP,2,fid); directory = tempdir; addpath (directory); helpwin (file_name); fclose(fid); delete(file_name); rmpath (directory); function [] = helpwin1() file1 = tempname; file1 = strcat(file1,'.m'); directory = tempdir; html2tex('file:///share/somtoolbox/vs2/html/som_GUI.html',file1); addpath (directory); helpwin (file1); rmpath (directory); delete (file1); %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% END OF HELP & INFO %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% START OF OTHER FUNC %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% function [msgs_nro, value, Handle] = check_ok(Tag) Handle = findobj(gcbf,'Tag',Tag); temp = get(Handle,'String'); value = str2num(temp); if isempty(value) msgs_nro = 1; return; end [test1 test2] = size(value); if test1 ~= 1 | test2 ~= 1 msgs_nro = 2; return; end msgs_nro = 0; function [msgs_nro, value, Handle] = msize_ok(Tag) Handle = findobj(gcbf,'Tag',Tag); temp = get(Handle,'String'); value = str2num(temp); if isempty(value) msgs_nro = 1; return; end [test1 test2] = size(value); if test1 ~= 1 | test2 ~= 2 msgs_nro = 2; return; end msgs_nro = 0; %%% Changed 1.2.2000 function [] = visualize() global MAP; if isempty(MAP) helpmsg = {'Train map before tryinig to visualize it!'}; helpdlg(helpmsg,'Empty Map!'); return; end dim = size(MAP.codebook,2); odim = 2; [P,V] = pcaproj(MAP.codebook,odim); ccode = som_colorcode(MAP, 'rgb1'); figure; som_show(MAP,'umat','all','comp',1:dim,'norm','d'); figure; subplot(1,2,1) som_grid(MAP,'Coord',P,'MarkerColor',ccode,'Markersize',5, ... 'Linewidth',1,'Linecolor','k'); xlabel('PC1'), ylabel('PC2') title('PCA-projection (on the left), color coding (on the right)') axis tight, axis equal subplot(1,2,2) som_cplane(MAP.topol.lattice,MAP.topol.msize,ccode); %msgbox('Save map in workspace. Load it from there.'); %som_gui('save_workspace'); %som_comp_vis; %%%%%%%%%%%%%%%% function [] = clear_all() Handle = findobj(gcbf,'Enable','off'); set(Handle,'Enable','on'); Handle = findobj(gcbf,'Tag','Radiobutton1'); set(Handle,'Value',0); Handle = findobj(gcbf,'Tag','StaticText10'); set(Handle,'String','Status <no action>'); Handle = findobj(gcbf,'Tag','StaticText3'); set(Handle,'String','Map: <empty>'); Handle = findobj(gcbf,'Tag','StaticText4'); set(Handle,'String','Data: <empty>'); Handle = findobj(gcbf,'Tag','StaticText20'); set(Handle,'String','lattice:'); Handle = findobj(gcbf,'Tag','StaticText11'); set(Handle,'String','neigh:'); Handle = findobj(gcbf,'Tag','StaticText16'); set(Handle,'String','training length:'); Handle = findobj(gcbf,'Tag','StaticText23'); set(Handle,'String','training length:'); Handle = findobj(gcbf,'Tag','StaticText17'); set(Handle,'String','radius initial:'); Handle = findobj(gcbf,'Tag','StaticText24'); set(Handle,'String','radius initial:'); Handle = findobj(gcbf,'Tag','StaticText5'); set(Handle,'String','map size:'); Handle = findobj(gcbf,'Tag','StaticText21'); set(Handle,'String','shape:'); Handle = findobj(gcbf,'Tag','StaticText12'); set(Handle,'String','order:'); set(Handle,'Visible','off'); Handle = findobj(gcbf,'Tag','StaticText14'); set(Handle,'String','length type:'); set(Handle,'Visible','off'); Handle = findobj(gcbf,'Tag','StaticText22'); set(Handle,'String','radius final:'); Handle = findobj(gcbf,'Tag','StaticText25'); set(Handle,'String','radius final:'); Handle = findobj(gcbf,'Tag','StaticText19'); set(Handle,'String','tracking:'); Handle = findobj(gcbf,'Tag','StaticText7'); set(Handle,'String','Initialization'); Handle = findobj(gcbf,'Tag','StaticText28'); set(Handle,'String','alpha type:'); set(Handle,'Visible','off'); Handle = findobj(gcbf,'Tag','StaticText26'); set(Handle,'String','alpha initial:'); Handle = findobj(gcbf,'Tag','StaticText27'); set(Handle,'String','alpha initial:'); Handle = findobj(gcbf,'Tag','StaticText6'); set(Handle,'String','type:'); Handle = findobj(gcbf,'Tag','StaticText9'); set(Handle,'String','training type:'); Handle = findobj(gcbf,'Tag','Pushbutton9'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','Pushbutton6'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','Pushbutton4'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','Pushbutton5'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','Pushbutton2'); set(Handle,'Enable','on'); Handle = findobj(gcbf,'Tag','Radiobutton1'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','Load/SaveSave mapuimenu1'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','&Load/SaveSave mapSave in workspaceuimenu1'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','Subuimenu2'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','&ToolsSubuimenu1'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','&Help/InfoHelp windowuimenu1'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','&Help/InfoData infouimenu1'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','&Init&Trainuimenu1'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','&Init&TrainInitialize1'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','&Init&TrainChange initialization valuesuimenu1'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','&Init&TrainTrain1'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'Tag','Load/SaveSubuimenu1'); set(Handle,'Enable','off'); Handle = findobj(gcbf,'String','alpha initial:'); set(Handle,'Visible','off'); clear; clear global; function [] = close_fig() global MAPSAVED NEWMAP; if isempty(MAPSAVED) if not(isempty(NEWMAP)) quest = 'Save map before closing?'; ButtonName = questdlg(quest); switch ButtonName case 'Yes' som_gui('savemap'); som_gui('clear'); clear global; close(gcbf); case 'No' som_gui('clear'); clear global; close(gcbf); case 'Cancel' end else som_gui('clear'); clear global; close(gcbf); end else som_gui('clear'); clear global; close(gcbf); end function [] = preprocess_gui() global DATA; if isempty(DATA) helpmsg = {'Load data before tryinig to preprocess!'}; helpdlg(helpmsg,'Empty Data!'); return; end preprocess(DATA); waitfor(gcf); prompt = {'Name of preprocessed data in workspace?'}; tittle = 'Reload preprocessed data!'; lineNo = 1; def = {DATA.name}; answer = inputdlg(prompt,tittle,lineNo,def); if isempty(answer) return; end data = answer{1}; new_name = retname; assignin('base',new_name,data); str = ['exist(' new_name ')']; temp = evalin('base',str); if temp ~= 1 temp = strcat('Variable ''',data,''' doesn''t exist in workspace.',... 'Old Data which is not preprocessed will be used.'); errordlg(temp,'Unknown variable!'); return; end evalin('base',['clear ' new_name ]) Handle = findobj(gcf,'Tag','StaticText4'); temp = strcat('Data: <',data,'>'); set(Handle,'String',temp); Handle = findobj(gcf,'Tag','StaticText10'); set(Handle,'String','Status <data preprocessed>'); temp = evalin('base',data); DATA.data = temp; som_gui('def_initialization'); function [val] = loop(cell_data, search_data) for val = 1: length(cell_data) if strcmp(cell_data{val},search_data) break; end end if not(strcmp(cell_data{val},search_data)) val = -1; end function [] = comp_names(names,fid) last = size(names); for index=1:last fprintf(fid,'%% %s\n',names{index}) end function [] = fill_field(names,mask,fid) last = size(mask); for index=1:last num = num2str(mask(index)) fprintf(fid,'%% %-15s %-2s\n',names{index},num) end %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% END OF OTHER FUNC %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% function fig = main_gui() v = version; ver_53_or_newer = (str2num(v(1:3)) >= 5.3); h0 = figure('Units','normalized', ... 'Color',[0.85 0.85 0.85], ... 'Name','SOM Toolbox -- Initialization & Training', ... 'NumberTitle','off', ... 'PaperPosition',[18 180 576 432], ... 'PaperUnits','points', ... 'Position',[0.3296875 0.28125 0.3828125 0.576171875], ... 'Tag','Fig1'); if ver_53_or_newer, set(h0,'ToolBar','none'); end h1 = uimenu('Parent',h0, ... 'Label','&Load/Save', ... 'Tag','uimenu1'); h2 = uimenu('Parent',h1, ... 'Callback','som_gui(''load_data'');',... 'Label','Load Data', ... 'Tag','Subuimenu1'); h2 = uimenu('Parent',h1, ... 'Label','Save map', ... 'Enable','off',... 'Tag','Load/SaveSubuimenu1'); h3 = uimenu('Parent',h2, ... 'Callback','som_gui(''save_workspace'');', ... 'Enable','off', ... 'Label','Save in workspace', ... 'Tag','Load/SaveSave mapuimenu1'); h3 = uimenu('Parent',h2, ... 'Callback','som_gui(''savemap'');', ... 'Enable','off', ... 'Label','Write cod-file', ... 'Tag','&Load/SaveSave mapSave in workspaceuimenu1'); h1 = uimenu('Parent',h0, ... 'Label','&Utilities', ... 'Tag','uimenu2'); h2 = uimenu('Parent',h1, ... 'Callback','som_gui(''preprocess'');', ... 'Enable','off', ... 'Label','Preprocess Data', ... 'Tag','Subuimenu2'); h2 = uimenu('Parent',h1, ... 'Callback','som_gui(''visualize'');', ... 'Enable','off', ... 'Label','Visualize Map', ... 'Tag','&ToolsSubuimenu1'); h2 = uimenu('Parent',h1, ... 'Callback','som_gui(''clear_all'');', ... 'Label','Clear all', ... 'Tag','&ToolsSubuimenu2'); h2 = uimenu('Parent',h1, ... 'Callback','som_gui(''close'');', ... 'Label','Close Figure', ... 'Tag','&ToolsClear alluimenu1'); h1 = uimenu('Parent',h0, ... 'Label','&Info', ... 'Tag','&ToolsClose Figureuimenu1'); h2 = uimenu('Parent',h1, ... 'Callback','som_gui(''help'');', ... 'Label','WWW Help', ... 'Tag','Helpuimenu1'); h2 = uimenu('Parent',h1, ... 'Callback','som_gui(''helpwin'');', ... 'Label','Help window', ... 'Tag','Helpuimenu2'); h2 = uimenu('Parent',h1, ... 'Callback','som_gui(''helpwin2'');', ... 'Label','About GUI', ... 'Tag','&Help/InfoHelp windowuimenu2'); h2 = uimenu('Parent',h1, ... 'Callback','som_gui(''data_info'');', ... 'Enable','off', ... 'Label','Data info', ... 'Tag','&Help/InfoHelp windowuimenu1'); h2 = uimenu('Parent',h1, ... 'Callback','som_gui(''map_info'');', ... 'Enable','off', ... 'Label','Map info', ... 'Tag','&Help/InfoData infouimenu1'); h1 = uimenu('Parent',h0, ... 'Label','&Init/Train', ... 'Tag','&Init/Train1'); h2 = uimenu('Parent',h1, ... 'Callback','som_gui(''change_initialization'');', ... 'Enable','off', ... 'Label','Change initialization values', ... 'Tag','&Init&Trainuimenu1'); h2 = uimenu('Parent',h1, ... 'Callback','som_gui(''init'');', ... 'Enable','off', ... 'Label','Initialize', ... 'Tag','&Init&TrainInitialize1'); h2 = uimenu('Parent',h1, ... 'Callback','som_gui(''change_def'');', ... 'Enable','off', ... 'Label','Change training values', ... 'Tag','&Init&TrainChange initialization valuesuimenu1'); h2 = uimenu('Parent',h1, ... 'Callback','som_gui(''def_train'');', ... 'Enable','off', ... 'Label','Train', ... 'Tag','&Init&TrainTrain1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.04081632653061224 0.01129943502824859 0.7619047619047619 0.9717514124293786], ... 'Style','frame', ... 'Tag','Frame1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.06802721088435373 0.7909604519774012 0.7074829931972788 0.1807909604519774], ... 'Style','frame', ... 'Tag','Frame2'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.09523809523809523 0.8527570621468927 0.6530612244897959 0.03389830508474576], ... 'FontUnits','normalized',... 'String','Map <empty>', ... 'Style','text', ... 'Tag','StaticText3'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.09523809523809523 0.8075593220338984 0.6530612244897959 0.03389830508474576], ... 'String','Data <empty>', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText4'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.06802721088435373 0.5988700564971752 0.7074829931972788 0.1694915254237288], ... 'Style','frame', ... 'Tag','Frame3'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.1041 0.7356 0.6286 0.0271], ... 'String','Initialization', ... 'FontUnits','normalized',... 'Style','text', ... 'FontWeight','bold', ... 'Tag','StaticText7'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.4489795918367346 0.7005649717514124 0.2993197278911565 0.03389830508474576], ... 'String','map size:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText5'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.09523809523809523 0.6553672316384182 0.2993197278911565 0.03389830508474576], ... 'String','lattice:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText20'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.09523809523809523 0.7000000000000001 0.2993197278911565 0.03389830508474576], ... 'String','type:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText6'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.4489795918367346 0.6553672316384182 0.2993197278911565 0.03389830508474576], ... 'String','shape:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText21'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.752941176470588 0.752941176470588 0.752941176470588], ... 'ListboxTop',0, ... 'Position',[0.3129251700680272 0.6101694915254238 0.217687074829932 0.03389830508474576], ... 'String','Change values', ... 'FontUnits','normalized',... 'Callback','som_gui(''change_initialization'');', ... 'Enable','off', ... 'Tag','Pushbutton9'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.06802721088435373 0.02259887005649718 0.7074829931972788 0.5536723163841808], ... 'Style','frame', ... 'Tag','Frame4'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.1041 0.5316 0.6429 0.0339], ... 'String','Training', ... 'FontUnits','normalized',... 'Style','text', ... 'FontWeight','bold', ... 'Tag','StaticText8'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'ListboxTop',0, ... 'Position',[0.09523809523809523 0.4971751412429379 0.6530612244897959 0.03389830508474576], ... 'String','training type', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText9'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.4489795918367346 0.4519774011299435 0.2993197278911565 0.03389830508474576], ... 'String','tracking:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText19'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.09523809523809523 0.4519774011299435 0.2993197278911565 0.03389830508474576], ... 'String','neigh:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText11'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'HorizontalAlignment','left', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'ListboxTop',0, ... 'Position',[0.09523809523809523 0.36519774011299435 0.2993197278911565 0.03389830508474576], ... 'String','alpha type:', ... 'FontUnits','normalized',... 'Style','text', ... 'Visible','off',... 'Tag','StaticText28'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'ListboxTop',0, ... 'HorizontalAlignment','left', ... 'Position',[0.09523809523809523 0.4067796610169492 0.2993197278911565 0.03389830508474576], ... 'String','length type:', ... 'FontUnits','normalized',... 'Style','text', ... 'Visible','off',... 'Tag','StaticText14'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.4489795918367346 0.4067796610169492 0.2993197278911565 0.03389830508474576], ... 'String','order:', ... 'FontUnits','normalized',... 'Style','text', ... 'Visible','off',... 'Tag','StaticText12'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.09523809523809523 0.07909604519774012 0.2993197278911565 0.2711864406779661], ... 'Style','frame', ... 'Tag','Frame5'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.4353741496598639 0.07909604519774012 0.2993197278911565 0.2711864406779661], ... 'Style','frame', ... 'Tag','Frame6'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.108843537414966 0.3050847457627119 0.2721088435374149 0.03389830508474576], ... 'String','Rough', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText13'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.4489795918367346 0.3050847457627119 0.2721088435374149 0.03389830508474576], ... 'String','Finetune', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText15'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.108843537414966 0.1807909604519774 0.2721088435374149 0.03389830508474576], ... 'String','training length:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText16'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.108843537414966 0.2694915254237288 0.2714285714285714 0.03389830508474576], ... 'String','radius initial:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText17'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.1088 0.2260 0.2721 0.0339], ... 'String','radius final:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText22'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'ListboxTop',0, ... 'Position',[0.108843537414966 0.13694915254237288 0.2714285714285714 0.03389830508474576], ... 'String','alpha initial:', ... 'FontUnits','normalized',... 'HorizontalAlignment','left', ... 'Style','text', ... 'Visible','off',... 'Tag','StaticText26'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.4489795918367346 0.1807909604519774 0.2721088435374149 0.03389830508474576], ... 'String','training length:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText23'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.4489795918367346 0.2711864406779661 0.2721088435374149 0.03389830508474576], ... 'String','radius initial:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText24'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.4490 0.2260 0.2721 0.0339], ... 'String','radius final:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText25'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'ListboxTop',0, ... 'Position',[0.4489795918367346 0.13694915254237288 0.2721088435374149 0.03389830508474576], ... 'String','alpha initial:', ... 'FontUnits','normalized',... 'HorizontalAlignment','left', ... 'Style','text', ... 'Visible','off',... 'Tag','StaticText27'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.752941176470588 0.752941176470588 0.752941176470588], ... 'ListboxTop',0, ... 'Position',[0.3129251700680272 0.03389830508474576 0.217687074829932 0.03389830508474576], ... 'String','Change values', ... 'FontUnits','normalized',... 'Callback','som_gui(''change_def'');', ... 'Enable','off', ... 'Tag','Pushbutton6'); if ver_53_or_newer, set(h1,'TooltipString','Change default values in training.'); end h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.752941176470588 0.752941176470588 0.752941176470588], ... 'ListboxTop',0, ... 'Position',[0.8163265306122448 0.8152542372881356 0.163265306122449 0.05593220338983051], ... 'String','LOAD', ... 'FontUnits','normalized',... 'Callback','som_gui(''load_data'');', ... 'Tag','Pushbutton2'); if ver_53_or_newer, set(h1,'TooltipString','Load data file.'); end h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.752941176470588 0.752941176470588 0.752941176470588], ... 'ListboxTop',0, ... 'Position',[0.8163265306122448 0.6457627118644068 0.163265306122449 0.05593220338983051], ... 'String','INITIALIZE', ... 'FontUnits','normalized',... 'Callback','som_gui(''init'');', ... 'Enable','off', ... 'Tag','Pushbutton4'); if ver_53_or_newer, set(h1,'TooltipString','Initialize map.'); end h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.752941176470588 0.752941176470588 0.752941176470588], ... 'ListboxTop',0, ... 'Position',[0.8163265306122448 0.384180790960452 0.163265306122449 0.05649717514124294], ... 'String','TRAIN', ... 'FontUnits','normalized',... 'Callback','som_gui(''def_train'');', ... 'Enable','off', ... 'Tag','Pushbutton5'); if ver_53_or_newer, set(h1,'TooltipString','Train map whit default values.'); end h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.752941176470588 0.752941176470588 0.752941176470588], ... 'ListboxTop',0, ... 'Position',[0.8163265306122448 0.06779661016949153 0.163265306122449 0.05649717514124294], ... 'Callback','som_gui(''close'');', ... 'String','CLOSE', ... 'FontUnits','normalized',... 'Tag','Pushbutton8'); if ver_53_or_newer, set(h1,'TooltipString','Close figure.'); end h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.9 0.9 0.9], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.09387755102040815 0.897954802259887 0.6530612244897959 0.03389830508474576], ... 'String','Status <no action>', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText10'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.108843537414966 0.0903954802259887 0.2721088435374149 0.03389830508474576], ... 'String','Only finetune', ... 'FontUnits','normalized',... 'Callback','som_gui(''only_finetune'');', ... 'Enable','off', ... 'Style','radiobutton', ... 'Tag','Radiobutton1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.09523809523809523 0.9418531073446328 0.6530612244897959 0.0259887005649718], ... 'String','Information', ... 'FontUnits','normalized',... 'FontWeight','bold', ... 'Style','text', ... 'Tag','StaticText18'); if nargout > 0, fig = h0; end %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% function fig = loadgui3() temp = {'dat file';'mat file'}; h0 = figure('Units','normalized', ... 'Color',[0.8 0.8 0.8], ... 'Name','Load data!', ... 'NumberTitle','off', ... 'PaperType','a4letter', ... 'Position',[0.3828125 0.5 0.3421875 0.189453125], ... 'Tag','Fig1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.02853881278538813 0.06443298969072164 0.7705479452054794 0.8698453608247422], ... 'Style','frame', ... 'Tag','Frame1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.04337899543378995 0.547680412371134 0.7420091324200913 0.354381443298969], ... 'Style','frame', ... 'Tag','Frame2'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.04280821917808219 0.09664948453608246 0.7420091324200913 0.4188144329896907], ... 'Style','frame', ... 'Tag','Frame3'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'FontWeight','bold', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.05717762557077625 0.7881958762886597 0.2853881278538812 0.09664948453608246], ... 'String','From', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'Callback','som_gui(''workspace'');', ... 'ListboxTop',0, ... 'Position',[0.05107762557077625 0.7087628865979381 0.1997716894977169 0.09664948453608246], ... 'String','Ws', ... 'FontUnits','normalized',... 'Style','radiobutton', ... 'Tag','Radiobutton2'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'Callback','som_gui(''file'');', ... 'ListboxTop',0, ... 'Position',[0.05107762557077625 0.5773195876288659 0.2009132420091324 0.09793814432989689], ... 'String','File', ... 'FontUnits','normalized',... 'Style','radiobutton', ... 'Tag','Radiobutton1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Callback','Handle = findobj(gcbf,''Tag'',''EditText2'');set(Handle,''String'','''');',... 'FontUnits','normalized',... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.2893881278538812 0.7087628865979381 0.3139269406392694 0.09664948453608246], ... 'Style','edit', ... 'Tag','EditText1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Callback','Handle = findobj(gcbf,''Tag'',''EditText1'');set(Handle,''String'','''');',... 'FontUnits','normalized',... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.2893881278538812 0.5798969072164948 0.3139269406392694 0.09664948453608246], ... 'Style','edit', ... 'Tag','EditText2'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'Callback','som_gui(''browse'');', ... 'ListboxTop',0, ... 'Position',[0.6279 0.5799 0.1427 0.2255], ... 'String','Browse', ... 'FontUnits','normalized',... 'Tag','Pushbutton1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'Callback','som_gui(''load_ok'');', ... 'ListboxTop',0, ... 'Position',[0.8276 0.5577 0.1427 0.2255], ... 'String','Load', ... 'FontUnits','normalized',... 'Tag','Pushbutton2'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'Callback','close;',... 'ListboxTop',0, ... 'Position',[0.8276 0.2577 0.1427 0.2255], ... 'String','Cancel', ... 'FontUnits','normalized',... 'Tag','Pushbutton3'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'Callback','som_gui(''file_select'');', ... 'ListboxTop',0, ... 'Max',2, ... 'Min',1, ... 'String',temp,... 'FontUnits','normalized',... 'Position',[0.3995433789954338 0.2977319587628866 0.1997716894977169 0.08664948453608246], ... 'Style','popupmenu', ... 'Tag','PopupMenu1', ... 'Value',1); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'FontWeight','bold', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.05707762557077625 0.3865979381443299 0.7134703196347032 0.09664948453608246], ... 'String','Parameters for file', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText2'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.05707762557077625 0.2777319587628866 0.2568493150684931 0.09664948453608246], ... 'String','File type ', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText3'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.05707762557077625 0.1288659793814433 0.2996575342465753 0.09664948453608246], ... 'String','Missing value', ... 'Style','checkbox', ... 'FontUnits','normalized',... 'Tag','Checkbox1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Callback','som_gui(''missing'');',... 'ListboxTop',0, ... 'Position',[0.5136986301369862 0.1258659793814433 0.08561643835616438 0.10664948453608246], ... 'String','x', ... 'FontUnits','normalized',... 'Style','edit', ... 'Tag','EditText3'); if nargout > 0, fig = h0; end %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% function fig = works() v = version; ver_53_or_newer = (str2num(v(1:3)) >= 5.3); h0 = figure('Units','normalized', ... 'Color',[0.8 0.8 0.8], ... 'Name','Load from workspace!', ... 'NumberTitle','off', ... 'PaperPosition',[18 180 576 432], ... 'PaperType','a4letter', ... 'PaperUnits','points', ... 'Position',[0.5390625 0.2490234375 0.203125 0.251953125], ... 'Tag','Fig1'); if ver_53_or_newer, set(h0,'ToolBar','none'); end h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.05384615384615385 0.1472868217054263 0.9076923076923078 0.8255813953488372], ... 'Style','frame', ... 'Tag','Frame1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'Callback','som_gui(''works_ok'');', ... 'ListboxTop',0, ... 'Position',[0.1077 0.0194 0.2885 0.1202], ... 'String','OK', ... 'FontUnits','normalized',... 'Tag','Pushbutton1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'Callback','close;', ... 'ListboxTop',0, ... 'Position',[0.6115 0.0155 0.2885 0.1202], ... 'String','Cancel', ... 'FontUnits','normalized',... 'Tag','Pushbutton2'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Position',[0.1192 0.1977 0.7692 0.6395], ... 'String',' ', ... 'FontUnits','normalized',... 'Style','listbox', ... 'Tag','Listbox1', ... 'Value',1); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'FontWeight','bold', ... 'ListboxTop',0, ... 'Position',[0.2115384615384616 0.8720930232558139 0.576923076923077 0.06976744186046512], ... 'String','Your options', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText1'); if nargout > 0, fig = h0; end function fig = initialization2() temp1 = {'random';'linear'}; temp2 = {'hexa';'rect'}; temp3 = {'sheet';'cyl';'toroid'}; % position bug in following corrected 1.12.04 KimmoR h0 = figure('Units','normalized', ... 'Color',[0.8 0.8 0.8], ... 'Name','Change initialization parameters!', ... 'NumberTitle','off', ... 'PaperType','a4letter', ... 'Position',[0.48828125 0.4267578125 0.3515625 0.146484375], ... 'Tag','Fig1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.02777777777777778 0.08333333333333333 0.8055555555555556 0.8333333333333334], ... 'Style','frame', ... 'Tag','Frame1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'Callback','som_gui(''change_initialization_ok'');', ... 'ListboxTop',0, ... 'Position',[0.8472222222222222 0.55 0.125 0.25], ... 'FontUnits','normalized',... 'String','OK', ... 'Tag','Pushbutton1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'Callback','som_gui(''change_initialization_cancel'');', ... 'ListboxTop',0, ... 'Position',[0.8472222222222222 0.25 0.125 0.25], ... 'FontUnits','normalized',... 'String','Cancel', ... 'Tag','Pushbutton2'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'FontWeight','bold', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.08333333333333334 0.6666666666666666 0.7066666666666667 0.1933333333333333], ... 'String','Initialization parameters:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.0556 0.200 0.1667 0.1250],... 'String','type:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText2'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'ListboxTop',0, ... 'Max',2, ... 'Min',1, ... 'Position',[0.2500 0.200 0.1667 0.1250], ... 'String',temp1, ... 'FontUnits','normalized',... 'Style','popupmenu', ... 'Tag','PopupMenu1', ... 'Value',1); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.05555555555555556 0.6 0.1666666666666667 0.125], ... 'String','map size:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText2'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Callback','som_gui(''map_size'');', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.25 0.6 0.1666666666666667 0.125], ... 'FontUnits','normalized',... 'Style','edit', ... 'Tag','EditText1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.05555555555555556 0.4033333333333333 0.1666666666666667 0.125], ... 'String','lattice:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText3'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Max',2, ... 'Min',1, ... 'Position',[0.25 0.4333333333333333 0.1666666666666667 0.125], ... 'String',temp2, ... 'FontUnits','normalized',... 'Style','popupmenu', ... 'Tag','PopupMenu2', ... 'Value',2); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.4444444444444445 0.4033333333333333 0.1666666666666667 0.125], ... 'String','shape:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText4'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Max',3, ... 'Min',1, ... 'Position',[0.638888888888889 0.4333333333333333 0.1666666666666667 0.125], ... 'String',temp3, ... 'FontUnits','normalized',... 'Style','popupmenu', ... 'Tag','PopupMenu3', ... 'Value',2); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.4444444444444445 0.6 0.1666666666666667 0.125], ... 'FontUnits','normalized',... 'String','munits:', ... 'Style','text', ... 'Tag','StaticText5'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Callback','som_gui(''munits'');', ... 'ListboxTop',0, ... 'Position',[0.638888888888889 0.6 0.1666666666666667 0.125], ... 'Style','edit', ... 'FontUnits','normalized',... 'Tag','EditText2'); if nargout > 0, fig = h0; end function fig = new_para2_2() temp1 = {'0';'1';'2';'3'}; temp2 = {'gaussian';'cutgauss';'ep';'bubble'}; temp3 = {'epochs';'samples'}; temp4 = {'random';'ordered'}; temp5 = {'inv';'linear';'power'}; v = version; ver_53_or_newer = (str2num(v(1:3)) >= 5.3); h0 = figure('Units','normalized', ... 'Color',[0.8 0.8 0.8], ... 'Name','Change training parameters!', ... 'NumberTitle','off', ... 'PaperPosition',[18 180 576 432], ... 'PaperType','a4letter', ... 'PaperUnits','points', ... 'Position',[0.59140625 0.4560546875 0.3046875 0.4619140625], ... 'Tag','Fig3'); if ver_53_or_newer, set(h0,'ToolBar','none'); end h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.02051282051282051 0.08456659619450317 0.9641025641025641 0.8921775898520086], ... 'Style','frame', ... 'Tag','Frame1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.5308 0.1374 0.4000 0.3742], ... 'Style','frame', ... 'Tag','Frame3'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'ListboxTop',0, ... 'Position',[0.08012820512820512 0.1416490486257928 0.4102564102564102 0.3699788583509514], ... 'Style','frame', ... 'Tag','Frame2'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'Callback','close(gcbf);', ... 'ListboxTop',0, ... 'Position',[0.6410 0.0036 0.2897 0.0740], ... 'FontUnits','normalized',... 'String','Cancel', ... 'Tag','Pushbutton2'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'Callback','som_gui(''set_new_parameters'');', ... 'ListboxTop',0, ... 'Position',[0.1026 0.0036 0.2897 0.0740], ... 'String','Set parameters', ... 'FontUnits','normalized',... 'Tag','Pushbutton1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'ListboxTop',0, ... 'Max',4, ... 'Min',1, ... 'Position',[0.7051282051282051 0.6723044397463003 0.1923076923076923 0.040169133192389], ... 'String',temp1, ... 'FontUnits','normalized',... 'Style','popupmenu', ... 'Tag','PopupMenu2', ... 'Value',1); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'ListboxTop',0, ... 'Max',4, ... 'Min',1, ... 'Position',[0.2948717948717949 0.6670190274841438 0.1923076923076923 0.03964059196617336], ... 'String',temp2, ... 'FontUnits','normalized',... 'Style','popupmenu', ... 'Tag','PopupMenu1', ... 'Value',1); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'Callback','som_gui(''batch_cancel'');', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.5076923076923077 0.6575052854122622 0.1923076923076923 0.05285412262156448], ... 'String','tracking', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText6'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'Callback','som_gui(''batch_cancel'');', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.09615384615384615 0.6553911205073996 0.1923076923076923 0.05285412262156448], ... 'String','neigh.', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText5'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.09615384615384615 0.7526427061310783 0.09487179487179487 0.04228329809725159], ... 'String','mask:', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText2'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Position',[0.2948717948717949 0.7399577167019028 0.6025641025641025 0.07399577167019028], ... 'String',' ', ... 'FontUnits','normalized',... 'Style','listbox', ... 'Tag','Listbox2', ... 'Value',1); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.0962 0.8060 0.1154 0.0529], ... 'FontUnits','normalized',... 'String','Set', ... 'Style','text', ... 'Tag','StaticText3'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Callback','som_gui(''set_batch_mask'');', ... 'Position',[0.2948717948717949 0.8165961945031712 0.3205128205128205 0.05285412262156448], ... 'String',' ', ... 'FontUnits','normalized',... 'Style','listbox', ... 'Tag','Listbox1', ... 'Value',1); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.6250 0.8060 0.1603 0.0529], ... 'String','to value', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText4'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Callback','som_gui(''set_batch_mask'');', ... 'ListboxTop',0, ... 'Position',[0.7923076923076923 0.8181818181818182 0.09487179487179487 0.05285412262156448], ... 'Style','edit', ... 'FontUnits','normalized',... 'Tag','EditText2'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Callback','som_gui(''check_fine_trainlen'');', ... 'ListboxTop',0, ... 'Position',[0.7923 0.2352 0.0974 0.0402], ... 'FontUnits','normalized',... 'Style','edit', ... 'Tag','EditText11'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Callback','som_gui(''check_fine_alphaini'');', ... 'Enable','off', ... 'ListboxTop',0, ... 'Position',[0.7923076923076923 0.1664904862579281 0.09743589743589742 0.03805496828752643], ... 'Style','edit', ... 'FontUnits','normalized',... 'Tag','EditText10', ... 'Visible','off'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Callback','som_gui(''check_fine_radfin'');', ... 'ListboxTop',0, ... 'Position',[0.7923076923076923 0.3002114164904862 0.09743589743589742 0.040169133192389], ... 'Style','edit', ... 'FontUnits','normalized',... 'Tag','EditText9'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Callback','som_gui(''check_fine_radini'');', ... 'ListboxTop',0, ... 'Position',[0.7923076923076923 0.3657505285412262 0.09743589743589742 0.040169133192389], ... 'Style','edit', ... 'FontUnits','normalized',... 'Tag','EditText8'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.5590 0.2326 0.2179 0.0402], ... 'String','training length', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText16'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.5590 0.1665 0.2179 0.0381], ... 'String','alpha initial', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText14', ... 'Visible','off'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.5590 0.2981 0.2179 0.0402], ... 'String','radius final', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText12'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.5590 0.3636 0.2179 0.0402], ... 'String','radius initial', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText10'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Callback','som_gui(''check_rough_trainlen'');', ... 'ListboxTop',0, ... 'Position',[0.3590 0.2352 0.0949 0.0402], ... 'Style','edit', ... 'FontUnits','normalized',... 'Tag','EditText7'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Callback','som_gui(''check_rough_alphaini'');', ... 'Enable','off', ... 'ListboxTop',0, ... 'Position',[0.3590 0.1691 0.0949 0.0381], ... 'Style','edit', ... 'FontUnits','normalized',... 'Tag','EditText6', ... 'Visible','off'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Callback','som_gui(''check_rough_radfin'');', ... 'ListboxTop',0, ... 'Position',[0.358974358974359 0.3044397463002114 0.09487179487179487 0.040169133192389], ... 'Style','edit', ... 'FontUnits','normalized',... 'Tag','EditText5'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[1 1 1], ... 'Callback','som_gui(''check_rough_radini'');', ... 'ListboxTop',0, ... 'Position',[0.358974358974359 0.3699788583509514 0.09487179487179487 0.040169133192389], ... 'Style','edit', ... 'FontUnits','normalized',... 'Tag','EditText4'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.0962 0.2326 0.2179 0.0402], ... 'String','training length', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText15'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.0962 0.1691 0.2179 0.0381], ... 'String','alpha initial', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText13', ... 'Visible','off'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.0962 0.3023 0.2179 0.0402], ... 'String','radius final', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText11'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.8 0.8 0.8], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.0962 0.3679 0.2179 0.0402], ... 'FontUnits','normalized',... 'String','radius initial', ... 'Style','text', ... 'Tag','StaticText9'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'ListboxTop',0, ... 'Position',[0.5948717948717949 0.4291754756871036 0.2871794871794872 0.05285412262156448], ... 'String','Finetune', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText8'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'ListboxTop',0, ... 'Position',[0.1205128205128205 0.4355179704016914 0.3153846153846154 0.04862579281183932], ... 'String','Rough', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText7'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'FontWeight','bold', ... 'ListboxTop',0, ... 'Position',[0.1641025641025641 0.8900634249471459 0.7025641025641025 0.05285412262156448], ... 'String','Change parameters for batch training', ... 'Style','text', ... 'FontUnits','normalized',... 'Tag','StaticText1'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.09615384615384615 0.6025369978858351 0.1743589743589744 0.040169133192389], ... 'String','length type:', ... 'Style','text', ... 'FontUnits','normalized',... 'Tag','StaticText17'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'ListboxTop',0, ... 'Max',2, ... 'Min',1, ... 'Position',[0.2948717948717949 0.6062367864693446 0.1923076923076923 0.03964059196617336], ... 'String',temp3, ... 'FontUnits','normalized',... 'Style','popupmenu', ... 'Tag','PopupMenu3', ... 'Value',1); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.5102564102564102 0.6004228329809724 0.1641025641025641 0.040169133192389], ... 'String','order', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText18'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Max',2, ... 'Min',1, ... 'Position',[0.7051282051282051 0.6109936575052853 0.1923076923076923 0.040169133192389], ... 'String',temp4, ... 'FontUnits','normalized',... 'Style','popupmenu', ... 'Tag','PopupMenu4', ... 'Value',1); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'HorizontalAlignment','left', ... 'ListboxTop',0, ... 'Position',[0.09615384615384615 0.5369978858350951 0.2051282051282051 0.040169133192389], ... 'String','learning func', ... 'FontUnits','normalized',... 'Style','text', ... 'Tag','StaticText19'); h1 = uicontrol('Parent',h0, ... 'Units','normalized', ... 'BackgroundColor',[0.701960784313725 0.701960784313725 0.701960784313725], ... 'ListboxTop',0, ... 'Max',3, ... 'Min',1, ... 'Position',[0.2948717948717949 0.5454545454545455 0.1923076923076923 0.03964059196617336], ... 'String',temp5, ... 'FontUnits','normalized',... 'Style','popupmenu', ... 'Tag','PopupMenu5', ... 'Value',1); if nargout > 0, fig = h0; end function print_info(sS,level,fid) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %% check arguments %error(nargchk(1, 2, nargin)) % check no. of input args is correct if ~isstruct(sS), if ~iscell(sS) | ~isstruct(sS{1}), error('Input argument is not a struct or a cell array of structs.') end csS = sS; else csS = {sS}; end if nargin<2 | isempty(level) | isnan(level), level = 1; end %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %% print struct information for c=1:length(csS), sS = csS{c}; switch sS.type, case 'som_map', mdim = length(sS.topol.msize); [munits dim] = size(sS.codebook); t = length(sS.trainhist); if t==0, st='uninitialized'; elseif t==1, st = 'initialized'; else st = sprintf('initialized, trained %d times',t-1); end % level 1 fprintf(fid,'%% Struct type : %s\n', sS.type); fprintf(fid,'%% Map name : %s\n', sS.name); fprintf(fid,'%% Input dimension : %d\n', dim); fprintf(fid,'%% Map grid size : '); for i = 1:mdim - 1, fprintf(fid,'%d x ',sS.topol.msize(i)); end fprintf(fid,'%d\n', sS.topol.msize(mdim)); fprintf(fid,'%% Lattice type (rect/hexa) : %s\n', sS.topol.lattice); fprintf(fid,'%% Shape (sheet/cyl/toroid) : %s\n', sS.topol.shape); fprintf(fid,'%% Neighborhood type : %s\n', sS.neigh); fprintf(fid,'%% Mask : '); if dim, for i = 1:dim-1, fprintf(fid,'%d ',sS.mask(i)); end; fprintf(fid,'%d\n',sS.mask(dim)); else fprintf(fid,'%% \n'); end fprintf(fid,'%% Training status : %s\n', st); % level 1, status = cell(dim,1); for i=1:dim, n = length(sS.comp_norm{i}); if n, uninit = strcmp('uninit',{sS.comp_norm{i}.status}); done = strcmp('done',{sS.comp_norm{i}.status}); undone = strcmp('undone',{sS.comp_norm{i}.status}); if sum(uninit)==n, status{i} = 'no normalization'; elseif sum(done)==n, status{i} = 'normalized'; elseif sum(undone)==n, status{i} = 'denormalized'; else status{i} = 'partial'; end else status{i} = 'no normalization'; end end if level>1, fprintf(fid,'%% Vector components\n'); M = sS.codebook; fprintf(fid,'%% # name mask min mean max std status\n'); fprintf(fid,'%% --- ------------ ---- ------ ------ ------ ------ ------\n'); for i = 1:dim, fprintf(fid,'%% %-3d %-12s %-4.2f %6.1g %6.1g %6.1g %6.1g %s\n', ... i,sS.comp_names{i}, sS.mask(i), ... min(M(:,i)),mean(M(:,i)),max(M(:,i)),std(M(:,i)),status{i}); end end % level 3 if level>2, fprintf(fid,'%% Vector component normalizations\n'); fprintf(fid,'%% # name method (i=uninit,u=undone,d=done)\n'); fprintf(fid,'%% --- ------------ ---------------------------------------\n'); for i=1:dim, fprintf(fid,'%% %-3d %-12s ',i,sS.comp_names{i}); n = length(sS.comp_norm{i}); for j=1:n, m = sS.comp_norm{i}(j).method; s = sS.comp_norm{i}(j).status; if strcmp(s,'uninit'), c='i'; elseif strcmp(s,'undone'), c='u'; else c='d'; end fprintf(fid,'%% %s[%s] ',m,c); end fprintf(fid,'%% \n'); end end % level 4 if level>3, fprintf(fid,'%% Training history\n'); for i=1:t, sT = sS.trainhist(i); fprintf(fid,'%% * Algorithm: %8s Data: %13s Trainlen: %8d\n',... sT.algorithm,sT.data_name,sT.trainlen); %if i>1, fprintf(fid,'%% Neighborh: %8s Mask: ',sT.neigh); for i = 1:dim-1, fprintf(fid,'%% %d ',sT.mask(i)); end; fprintf(fid,'%% %d\n',sT.mask(mdim)); fprintf(fid,'%% Radius: %4.2f->%4.2f Alpha: %5.3f (%s)\n', ... sT.radius_ini,sT.radius_fin,sT.alpha_ini,sT.alpha_type); %end fprintf(fid,'%% Time: %s\n',sT.time); end end case 'som_data', [dlen dim] = size(sS.data); if dlen*dim ind = find(~isnan(sum(sS.data),2)); else ind = []; end complete = size(sS.data(ind,:),1); partial = dlen - complete; values = prod(size(sS.data)); missing = sum(sum(isnan(sS.data))); % level 1 fprintf(fid,'%% Struct type : %s\n', sS.type); fprintf(fid,'%% Data name : %s\n', sS.name); fprintf(fid,'%% Vector dimension : %d\n', dim); fprintf(fid,'%% Number of data vectors : %d\n', dlen); fprintf(fid,'%% Complete data vectors : %d\n', complete); fprintf(fid,'%% Partial data vectors : %d\n', partial); if values, r = floor(100 * (values - missing) / values); else r = 0; end fprintf(fid,'%% Complete values : %d of %d (%d%%)\n', ... values-missing, values, r); % level 2, status = cell(dim,1); for i=1:dim, n = length(sS.comp_norm{i}); if n, uninit = strcmp('uninit',{sS.comp_norm{i}.status}); done = strcmp('done',{sS.comp_norm{i}.status}); undone = strcmp('undone',{sS.comp_norm{i}.status}); if sum(uninit)==n, status{i} = 'no normalization'; elseif sum(done)==n, status{i} = 'normalized'; elseif sum(undone)==n, status{i} = 'denormalized'; else status{i} = 'partial'; end else status{i} = 'no normalization'; end end if level>1, fprintf(fid,'%% Vector components\n'); D = sS.data; fprintf(fid,'%% # name min mean max std missing status\n'); fprintf(fid,'%% --- ------------ ------ ------ ------ ------ ----------- ------\n'); for i = 1:dim, known = find(~isnan(D(:,i))); miss = dlen-length(known); fprintf(fid,'%% %-3d %-12s %6.1g %6.1g %6.1g %6.1g %5d (%2d%%) %s\n', ... i,sS.comp_names{i}, ... min(D(known,i)),mean(D(known,i)),max(D(known,i)),std(D(known,i)), ... miss,floor(100*miss/dlen),status{i}); end end % level 3 if level>2, fprintf(fid,'%% Vector component normalizations\n'); fprintf(fid,'%% # name method (i=uninit,u=undone,d=done)\n'); fprintf(fid,'%% --- ------------ ---------------------------------------\n'); for i=1:dim, fprintf(fid,'%% %-3d %-12s ',i,sS.comp_names{i}); n = length(sS.comp_norm{i}); for j=1:n, m = sS.comp_norm{i}(j).method; s = sS.comp_norm{i}(j).status; if strcmp(s,'uninit'), c='i'; elseif strcmp(s,'undone'), c='u'; else c='d'; end fprintf(fid,'%% %s[%s] ',m,c); end fprintf(fid,'%% \n'); end end case 'som_topol', mdim = length(sS.msize); % level 1 fprintf(fid,'%% Struct type : %s\n',sS.type); fprintf(fid,'%% Map grid size : '); for i = 1:mdim - 1, fprintf(fid,'%% %d x ',sS.msize(i)); end fprintf(fid,'%% %d\n', sS.msize(mdim)); fprintf(fid,'%% Lattice type (rect/hexa) : %s\n', sS.lattice); fprintf(fid,'%% Shape (sheet/cyl/toroid) : %s\n', sS.shape); case 'som_train', % level 1 fprintf(fid,'%% Struct type : %s\n',sS.type); fprintf(fid,'%% Training algorithm : %s\n',sS.algorithm); fprintf(fid,'%% Training data : %s\n',sS.data_name); fprintf(fid,'%% Neighborhood function : %s\n',sS.neigh); fprintf(fid,'%% Mask : '); dim = length(sS.mask); if dim, for i = 1:dim-1, fprintf(fid,'%% %d ',sS.mask(i)); end; fprintf(fid,'%% %d\n',sS.mask(end)); else fprintf(fid,'%% \n'); end fprintf(fid,'%% Initial radius : %-6.1f\n',sS.radius_ini); fprintf(fid,'%% Final radius : %-6.1f\n',sS.radius_fin); fprintf(fid,'%% Initial learning rate (alpha) : %-6.1f\n',sS.alpha_ini); fprintf(fid,'%% Alpha function type (linear/inv) : %s\n',sS.alpha_type); fprintf(fid,'%% Training length : %d\n',sS.trainlen); fprintf(fid,'%% Average quantization error : %-6.1f\n',sS.qerror); fprintf(fid,'%% When training was done : %s\n',sS.time); case 'som_norm', % level 1 fprintf(fid,'%% Struct type : %s\n',sS.type); fprintf(fid,'%% Normalization method : %s\n',sS.method); fprintf(fid,'%% Status : %s\n',sS.status); % level 2 if level>1, fprintf(fid,'%% Parameters:\n'); sS.params end end end function [] = html2tex(html_addres,texfile) tempfile = tempname; fid = fopen(texfile,'w'); eval(['!lynx -dump ' html_addres ' > ' tempfile]); fid2 = fopen(tempfile,'r'); while not(feof(fid2)) line = fgets(fid2); line = strcat('%',line); fprintf(fid,'%s',line); end fclose(fid); fclose(fid2); delete (tempfile); function [name] = retname resnames = who; if size(resnames,1) > 0 max_length = size(resnames{1},2); for index = 1:size(resnames,1) if size(resnames{index},2) > max_length max_length = size(resnames{index},2); end end length = max_length + 1; name(:,1:1:length) = 'A' else name = 'A'; end %%
