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function varargout = OAA_Multi_C_SVM(varargin) % OAA_MULTI_C_SVM M-file for OAA_Multi_C_SVM.fig % OAA_MULTI_C_SVM, by itself, creates a new OAA_MULTI_C_SVM or raises the existing % singleton*. % % H = OAA_MULTI_C_SVM returns the handle to a new OAA_MULTI_C_SVM or the handle to % the existing singleton*. % % OAA_MULTI_C_SVM('CALLBACK',hObject,eventData,handles,...) calls the local % function named CALLBACK in OAA_MULTI_C_SVM.M with the given input arguments. % % OAA_MULTI_C_SVM('Property','Value',...) creates a new OAA_MULTI_C_SVM or raises the % existing singleton*. Starting from the left, property value pairs are % applied to the GUI before OAA_Multi_C_SVM_OpeningFunction gets called. An % unrecognized property name or invalid value makes property application % stop. All inputs are passed to OAA_Multi_C_SVM_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 OAA_Multi_C_SVM % Last Modified by GUIDE v2.5 14-Aug-2005 09:40:31 % Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @OAA_Multi_C_SVM_OpeningFcn, ... 'gui_OutputFcn', @OAA_Multi_C_SVM_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 OAA_Multi_C_SVM is made visible. function OAA_Multi_C_SVM_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 OAA_Multi_C_SVM (see VARARGIN) % Choose default command line output for OAA_Multi_C_SVM handles.output = hObject; % Update handles structure guidata(hObject, handles); % UIWAIT makes OAA_Multi_C_SVM wait for user response (see UIRESUME) % uiwait(handles.figure1); % --- Outputs from this function are returned to the command line. function varargout = OAA_Multi_C_SVM_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.axes1);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 = 'poly'; % use RBF kernel options.arg = 1; % kernel argument options.C = 10; % regularization constant model = oaasvm(data,options ); % training % visualization axes(handles.axes2);cla; ppatterns(data); ppatterns(model.sv.X,'ko',12); pboundary(model); D=struct('solver',options.solver,'ker',options.ker,'arg',options.arg,'C',options.C,'model',model); 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.axes3);cla; ppatterns(data); ppatterns(model.sv.X,'ko',12); %pboundary(model); % --- 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.pushbutton2,'userdata'); model=D.model; axes(handles.axes4);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);