plspredictgui.m

这是国外一个PLS工具箱

function varargout = PlsPredictGUI(varargin)
% PLSPREDICTGUI M-file for PlsPredictGUI.fig
%      PLSPREDICTGUI, by itself, creates a new PLSPREDICTGUI or raises the existing
%      singleton*.
%
%      H = PLSPREDICTGUI returns the handle to a new PLSPREDICTGUI or the handle to
%      the existing singleton*.
%
%      PLSPREDICTGUI('CALLBACK',hObject,eventData,handles,...) calls the local
%      function named CALLBACK in PLSPREDICTGUI.M with the given input arguments.
%
%      PLSPREDICTGUI('Property','Value',...) creates a new PLSPREDICTGUI or raises the
%      existing singleton*.  Starting from the left, property value pairs are
%      applied to the GUI before PlsPredictGUI_OpeningFunction gets called.  An
%      unrecognized property name or invalid value makes property application
%      stop.  All inputs are passed to PlsPredictGUI_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 PlsPredictGUI

% Last Modified by GUIDE v2.5 10-Apr-2006 11:47:18

% Begin initialization code - DO NOT EDIT
gui_Singleton = 1;
gui_State = struct('gui_Name',       mfilename, ...
                   'gui_Singleton',  gui_Singleton, ...
                   'gui_OpeningFcn', @PlsPredictGUI_OpeningFcn, ...
                   'gui_OutputFcn',  @PlsPredictGUI_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 PlsPredictGUI is made visible.
function PlsPredictGUI_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 PlsPredictGUI (see VARARGIN)

% Choose default command line output for PlsPredictGUI
handles.output = hObject;

% Update handles structure
guidata(hObject, handles);

% UIWAIT makes PlsPredictGUI wait for user response (see UIRESUME)
% uiwait(handles.figure1);


% --- Outputs from this function are returned to the command line.
function varargout = PlsPredictGUI_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;


vars = evalin('base','who');
set(handles.TestData,'String',vars)
set(handles.Model,'String',vars)
set(handles.Yref,'String',vars)

% --- Executes on selection change in TestData.
function TestData_Callback(hObject, eventdata, handles)
% hObject    handle to TestData (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)

% Hints: contents = get(hObject,'String') returns TestData contents as cell array
%        contents{get(hObject,'Value')} returns selected item from TestData


% --- Executes during object creation, after setting all properties.
function TestData_CreateFcn(hObject, eventdata, handles)
% hObject    handle to TestData (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    empty - handles not created until after all CreateFcns called

% Hint: listbox 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 selection change in Model.
function Model_Callback(hObject, eventdata, handles)
% hObject    handle to Model (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)

% Hints: contents = get(hObject,'String') returns Model contents as cell array
%        contents{get(hObject,'Value')} returns selected item from Model


% --- Executes during object creation, after setting all properties.
function Model_CreateFcn(hObject, eventdata, handles)
% hObject    handle to Model (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    empty - handles not created until after all CreateFcns called

% Hint: listbox 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 selection change in Yref.
function Yref_Callback(hObject, eventdata, handles)
% hObject    handle to Yref (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)

% Hints: contents = get(hObject,'String') returns Yref contents as cell array
%        contents{get(hObject,'Value')} returns selected item from Yref


% --- Executes during object creation, after setting all properties.
function Yref_CreateFcn(hObject, eventdata, handles)
% hObject    handle to Yref (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    empty - handles not created until after all CreateFcns called

% Hint: listbox 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 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)
vars = evalin('base','who');
set(handles.TestData,'String',vars)
set(handles.Model,'String',vars)
set(handles.Yref,'String',vars)



function NoOfLevel_Callback(hObject, eventdata, handles)
% hObject    handle to NoOfLevel (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 NoOfLevel as text
%        str2double(get(hObject,'String')) returns contents of NoOfLevel as a double


% --- Executes during object creation, after setting all properties.
function NoOfLevel_CreateFcn(hObject, eventdata, handles)
% hObject    handle to NoOfLevel (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 button press in PlsPredictButton.
function PlsPredictButton_Callback(hObject, eventdata, handles)
% hObject    handle to PlsPredictButton (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)


list_entriesXpred = get(handles.TestData,'String');
index_selectedXpred = get(handles.TestData,'Value');
Xpred = evalin('base',list_entriesXpred{index_selectedXpred(1)});

list_entriesModel = get(handles.Model,'String');
index_selectedModel = get(handles.Model,'Value');
Model = evalin('base',list_entriesModel{index_selectedModel(1)});

no_of_level=str2double(get(handles.NoOfLevel,'String'));
if get(handles.RefCheckbox,'Value') == get(handles.RefCheckbox,'Max');
    list_entriesYref = get(handles.Yref,'String');
    index_selectedYref = get(handles.Yref,'Value');
    Yref = evalin('base',list_entriesYref{index_selectedYref(1)});
    preModel=plspredict(Xpred,Model,no_of_level,Yref)
else
    preModel=plspredict(Xpred,Model,no_of_level);
end

modelname = get(handles.plsName,'String');
assignin('base',modelname,preModel);

% --- Executes on button press in RefCheckbox.
function RefCheckbox_Callback(hObject, eventdata, handles)
% hObject    handle to RefCheckbox (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)

% Hint: get(hObject,'Value') returns toggle state of RefCheckbox

if get(handles.RefCheckbox,'Value') == get(handles.RefCheckbox,'min')
    set(handles.Yref,'Enable', 'off')
else
    set(handles.Yref,'Enable', 'on')
end





function plsName_Callback(hObject, eventdata, handles)
% hObject    handle to plsName (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 plsName as text
%        str2double(get(hObject,'String')) returns contents of plsName as a double


% --- Executes during object creation, after setting all properties.
function plsName_CreateFcn(hObject, eventdata, handles)
% hObject    handle to plsName (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