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function varargout = Multi_BSVM__L2_soft_margi(varargin) % MULTI_BSVM__L2_SOFT_MARGI M-file for Multi_BSVM__L2_soft_margi.fig % MULTI_BSVM__L2_SOFT_MARGI, by itself, creates a new MULTI_BSVM__L2_SOFT_MARGI or raises the existing % singleton*. % % H = MULTI_BSVM__L2_SOFT_MARGI returns the handle to a new MULTI_BSVM__L2_SOFT_MARGI or the handle to % the existing singleton*. % % MULTI_BSVM__L2_SOFT_MARGI('CALLBACK',hObject,eventData,handles,...) calls the local % function named CALLBACK in MULTI_BSVM__L2_SOFT_MARGI.M with the given input arguments. % % MULTI_BSVM__L2_SOFT_MARGI('Property','Value',...) creates a new MULTI_BSVM__L2_SOFT_MARGI or raises the % existing singleton*. Starting from the left, property value pairs are % applied to the GUI before Multi_BSVM__L2_soft_margi_OpeningFunction gets called. An % unrecognized property name or invalid value makes property application % stop. All inputs are passed to Multi_BSVM__L2_soft_margi_OpeningFcn via varargin. % % *See GUI Options on GUIDE's Tools menu. Choose "GUI allows only one % instance to run (singleton)". % % See also: GUIDE, GUIDATA, GUIHANDLES % Copyright 2002-2003 The MathWorks, Inc. % Edit the above text to modify the response to help Multi_BSVM__L2_soft_margi % Last Modified by GUIDE v2.5 27-Mar-2006 13:14:04 % Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @Multi_BSVM__L2_soft_margi_OpeningFcn, ... 'gui_OutputFcn', @Multi_BSVM__L2_soft_margi_OutputFcn, ... 'gui_LayoutFcn', [] , ... 'gui_Callback', []); if nargin && ischar(varargin{1}) gui_State.gui_Callback = str2func(varargin{1}); end if nargout [varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:}); else gui_mainfcn(gui_State, varargin{:}); end % End initialization code - DO NOT EDIT % --- Executes just before Multi_BSVM__L2_soft_margi is made visible. function Multi_BSVM__L2_soft_margi_OpeningFcn(hObject, eventdata, handles, varargin) % This function has no output args, see OutputFcn. % hObject handle to figure % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) % varargin command line arguments to Multi_BSVM__L2_soft_margi (see VARARGIN) % Choose default command line output for Multi_BSVM__L2_soft_margi handles.output = hObject; % Update handles structure guidata(hObject, handles); % UIWAIT makes Multi_BSVM__L2_soft_margi wait for user response (see UIRESUME) % uiwait(handles.figure1); % --- Outputs from this function are returned to the command line. function varargout = Multi_BSVM__L2_soft_margi_OutputFcn(hObject, eventdata, handles) % varargout cell array for returning output args (see VARARGOUT); % hObject handle to figure % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) % Get default command line output from handles structure varargout{1} = handles.output; % --- Executes on button press in pushbutton1. function pushbutton1_Callback(hObject, eventdata, handles) % hObject handle to pushbutton1 (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) data = load('pentagon'); % load data axes(handles.axes3);cla; ppatterns(data); set(handles.pushbutton1,'userdata',data); % --- Executes on button press in pushbutton2. function pushbutton2_Callback(hObject, eventdata, handles) % hObject handle to pushbutton2 (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) data=get(handles.pushbutton1,'userdata'); options.solver = 'smo'; % use smo solver options.ker = 'rbf'; % use RBF kernel options.arg = 1; % kernel argument options.C = 10; % regularization constant model = bsvm2(data,options); % training % visualization D=struct('solver',options.solver,'ker',options.ker,'arg',options.arg,'C', options.C,'model',model); axes(handles.axes4);cla; ppatterns(data); set(handles.pushbutton2,'userdata',D); % --- Executes on button press in pushbutton3. function pushbutton3_Callback(hObject, eventdata, handles) % hObject handle to pushbutton3 (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) data=get(handles.pushbutton1,'userdata'); D = get(handles.pushbutton2,'userdata'); model=D.model; axes(handles.axes1);cla; ppatterns(data); ppatterns(model.sv.X,'ko',12); set(handles.pushbutton3,'userdata',D); % --- Executes on button press in pushbutton4. function pushbutton4_Callback(hObject, eventdata, handles) % hObject handle to pushbutton4 (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) data=get(handles.pushbutton1,'userdata'); D=get(handles.pushbutton3,'userdata'); model=D.model; axes(handles.axes2);cla; ppatterns(data); ppatterns(model.sv.X,'ko',12); pboundary(model); % --- Executes on button press in pushbutton5. function pushbutton5_Callback(hObject, eventdata, handles) % hObject handle to pushbutton5 (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) close(gcf); % --- Executes on button press in pushbutton6. function pushbutton6_Callback(hObject, eventdata, handles) % hObject handle to pushbutton6 (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) axes( handles.axes3); n=3; result=createdata('finite',n,'created',gcf);