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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;