www.gusucode.com > A benchmark software for MSPC工具箱matlab程序 > A benchmark software for MSPC/MSPC_variance.m
function varargout = MSPC_variance(varargin) % MSPC_VARIANCE M-file for MSPC_variance.fig % MSPC_VARIANCE, by itself, creates a new MSPC_VARIANCE or raises the existing % singleton*. % % H = MSPC_VARIANCE returns the handle to a new MSPC_VARIANCE or the handle to % the existing singleton*. % % MSPC_VARIANCE('CALLBACK',hObject,eventData,handles,...) calls the local % function named CALLBACK in MSPC_VARIANCE.M with the given input arguments. % % MSPC_VARIANCE('Property','Value',...) creates a new MSPC_VARIANCE or raises the % existing singleton*. Starting from the left, property value pairs are % applied to the GUI before MSPC_variance_OpeningFcn gets called. An % unrecognized property name or invalid value makes property application % stop. All inputs are passed to MSPC_variance_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 MSPC_variance % Last Modified by GUIDE v2.5 06-Jul-2014 12:54:28 % Begin initialization code - DO NOT EDIT gui_Singleton = 0; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @MSPC_variance_OpeningFcn, ... 'gui_OutputFcn', @MSPC_variance_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 MSPC_variance is made visible. function MSPC_variance_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 MSPC_variance (see VARARGIN) % Choose default command line output for MSPC_variance handles.output = hObject; % Update handles structure guidata(hObject, handles); %% Variance explained by PCs mainGuiInput = find(strcmp(varargin, 'title')); sTitle = varargin{mainGuiInput+1}; mainGuiInput = find(strcmp(varargin, 'A')); A = varargin{mainGuiInput+1}; mainGuiInput = find(strcmp(varargin, 'pVar')); pVar = varargin{mainGuiInput+1}; set(gcf,'Name',sTitle); set(gcf,'CurrentAxes',handles.axes_Variance) pareto(handles.axes_Variance,pVar); xlabel('Principal Component'); ylabel('Variance Explained (%)'); line([0 20], [90 90],'Color','r','LineStyle','-','LineWidth',1); grid(gca,'on'); set(handles.txtNumberPCs,'string',['Number of selected PCs: ' num2str(A)]); set(handles.grdVariance,'ColumnName',{'Variance','Cumulated Var.'}); set(handles.grdVariance,'Data',[pVar cumsum(pVar)]); % UIWAIT makes MSPC_variance wait for user response (see UIRESUME) % uiwait(handles.MSPC_variance); %uiwait(hObject); % --- Outputs from this function are returned to the command line. function varargout = MSPC_variance_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 during object creation, after setting all properties. function axes_Variance_CreateFcn(hObject, eventdata, handles) % hObject handle to axes_Variance (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles empty - handles not created until after all CreateFcns called % Hint: place code in OpeningFcn to populate axes_Variance % --- Executes during object creation, after setting all properties. function MSPC_variance_CreateFcn(hObject, eventdata, handles) % hObject handle to MSPC_variance (see GCBO) % eventdata reserved - to be defined in a future version of MATLAB % handles empty - handles not created until after all CreateFcns called