keams聚类算法matlab界面实现，支持多维

function varargout = fig_test(varargin) % FIG_TEST MATLAB code for fig_test.fig % FIG_TEST, by itself, creates a new FIG_TEST or raises the existing % singleton*. % % H = FIG_TEST returns the handle to a new FIG_TEST or the handle to % the existing singleton*. % % FIG_TEST('CALLBACK',hObject,eventData,handles,...) calls the local % function named CALLBACK in FIG_TEST.M with the given input arguments. % % FIG_TEST('Property','Value',...) creates a new FIG_TEST or raises the % existing singleton*. Starting from the left, property value pairs are % applied to the GUI before fig_test_OpeningFcn gets called. An % unrecognized property name or invalid value makes property application % stop. All inputs are passed to fig_test_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 % Edit the above text to modify the response to help fig_test % Last Modified by GUIDE v2.5 06-Dec-2014 15:11:08 % Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @fig_test_OpeningFcn, ... 'gui_OutputFcn', @fig_test_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 fig_test is made visible. function fig_test_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 fig_test (see VARARGIN) % Choose default command line output for fig_test handles.output = hObject; % Update handles structure guidata(hObject, handles); % UIWAIT makes fig_test wait for user response (see UIRESUME) % uiwait(handles.figure1); % --- Outputs from this function are returned to the command line. function varargout = fig_test_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 Run. function Run_Callback(hObject, eventdata, handles) % hObject handle to Run (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) global x1 y1; %======================================================================================================================================================================================================= %K-means��ϰ n = size(x1,2); k = str2num(get(handles.k_edit,'String')); for i=1:n data(i,:)=[x1(i) y1(i)]; end [ class count]=k_means(data,k); color=['r' 'g' 'b' 'y' 'k' 'm' 'c']; for i=1:k for j=1:count(i) line(data(class(i,j),1), data(class(i,j),2),'marker','o','MarkerFaceColor',color(i)); end end function number_Callback(hObject, eventdata, handles) % hObject handle to number (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) % Hints: get(hObject,'String') returns contents of number as text % str2double(get(hObject,'String')) returns contents of number as a double % --- Executes during object creation, after setting all properties. function number_CreateFcn(hObject, eventdata, handles) % hObject handle to number (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles empty - handles not created until after all CreateFcns called % Hint: edit controls usually have a white background on Windows. % See ISPC and COMPUTER. if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) set(hObject,'BackgroundColor','white'); end function edit2_Callback(hObject, eventdata, handles) % hObject handle to edit2 (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) % Hints: get(hObject,'String') returns contents of edit2 as text % str2double(get(hObject,'String')) returns contents of edit2 as a double % --- Executes during object creation, after setting all properties. function edit2_CreateFcn(hObject, eventdata, handles) % hObject handle to edit2 (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles empty - handles not created until after all CreateFcns called % Hint: edit controls usually have a white background on Windows. % See ISPC and COMPUTER. if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) set(hObject,'BackgroundColor','white'); end function x_edit_Callback(hObject, eventdata, handles) % hObject handle to x_edit (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) % Hints: get(hObject,'String') returns contents of x_edit as text % str2double(get(hObject,'String')) returns contents of x_edit as a double % --- Executes during object creation, after setting all properties. function x_edit_CreateFcn(hObject, eventdata, handles) % hObject handle to x_edit (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles empty - handles not created until after all CreateFcns called % Hint: edit controls usually have a white background on Windows. % See ISPC and COMPUTER. if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) set(hObject,'BackgroundColor','white'); end function y_edit_Callback(hObject, eventdata, handles) % hObject handle to y_edit (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) % Hints: get(hObject,'String') returns contents of y_edit as text % str2double(get(hObject,'String')) returns contents of y_edit as a double % --- Executes during object creation, after setting all properties. function y_edit_CreateFcn(hObject, eventdata, handles) % hObject handle to y_edit (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles empty - handles not created until after all CreateFcns called % Hint: edit controls usually have a white background on Windows. % See ISPC and COMPUTER. if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) set(hObject,'BackgroundColor','white'); end % --- Executes on mouse press over figure background, over a disabled or % --- inactive control, or over an axes background. function figure1_WindowButtonDownFcn(hObject, eventdata, handles) % hObject handle to figure1 (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles structure with handles and user data (see GUIDATA) global x1 y1; currPt = get(gca, 'CurrentPoint'); x = currPt(1,1); y = currPt(1,2); m=get(gca,'Xlim'); xmax=m(2); n=get(gca,'Ylim'); ymax=n(2); if(x<=xmax&&y<ymax) line(x, y,'marker','o','MarkerFaceColor','b'); x1=[x1 x]; y1=[y1 y]; num = size(x1,2); set(handles.number,'string',num2str(num)); end % --- Execu