iplsgui.m

这是国外一个PLS工具箱

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

% Last Modified by GUIDE v2.5 04-Apr-2006 15:19:21

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

% Choose default command line output for iplsGUI
handles.output = hObject;
% Update handles structure
guidata(hObject, handles);
% Populate the listbox
%set(handles.ListMatrix,'Value',[])
% UIWAIT makes iplsGUI wait for user response (see UIRESUME)
% uiwait(handles.figure1);
% --- Outputs from this function are returned to the command line.
function varargout = iplsGUI_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.Ymatrix,'String',vars)
set(handles.ListAxis,'String',vars)
set(handles.IntervalsMatrix,'String',vars)
set(handles.Xmatrix,'String',vars)
% --- Executes on selection change in ListMatrix.
function ListMatrix_Callback(hObject, eventdata, handles)
% --- Executes during object creation, after setting all properties.
function ListMatrix_CreateFcn(hObject, eventdata, handles)
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
    set(hObject,'BackgroundColor','white');
end
function NumberOfLvlBox_Callback(hObject, eventdata, handles)
% --- Executes during object creation, after setting all properties.
function NumberOfLvlBox_CreateFcn(hObject, eventdata, handles)
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
    set(hObject,'BackgroundColor','white');
end
% --- Executes on selection change in preProcessListbox.
function preProcessListbox_Callback(hObject, eventdata, handles)
% --- Executes during object creation, after setting all properties.
function preProcessListbox_CreateFcn(hObject, eventdata, handles)
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
    set(hObject,'BackgroundColor','white');
end
function Intervals_Callback(hObject, eventdata, handles)
% --- Executes during object creation, after setting all properties.
function Intervals_CreateFcn(hObject, eventdata, handles)
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
    set(hObject,'BackgroundColor','white');
end
% --- Executes on selection change in ListAxis.
function ListAxis_Callback(hObject, eventdata, handles)
function [myAxis] = getAxisNames(handles)
listEntriesAxis = get(handles.ListAxis,'String')
indexSelecteAxis = get(handles.ListAxis,'Value')
myAxis = listEntriesAxis{indexSelecteAxis(1)}
% --- Executes during object creation, after setting all properties.
function ListAxis_CreateFcn(hObject, eventdata, handles)
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
    set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in makeClasses.
function makeClasses_Callback(hObject, eventdata, handles)
assignin('base', 'classes',[1;1;1;1;1;1;1;1;1;1;1;1;1;1;1;1;1;1;1;1;1;2;2;2;2;2;2;2;2;2;2;2;2;2;2;2;2;2;2;2;])
% --- Executes on button press in LoadDemoSet.
function LoadDemoSet_Callback(hObject, eventdata, handles)
nirbeer=load('Nirbeer');
assignin('base', 'nirbeer',nirbeer);
xaxis=nirbeer.xaxis;
Xcal=nirbeer.Xcal;
ycal=nirbeer.ycal; 
Xtest=nirbeer.Xtest;
ytest=nirbeer.ytest;
assignin('base', 'xaxis',xaxis);
assignin('base', 'Xcal',Xcal);
assignin('base', 'ycal',ycal);
assignin('base', 'Xtest',Xtest);
assignin('base', 'Xcal',Xcal);
% --- Executes on button press in UpdateWorkspace.
function UpdateWorkspace_Callback(hObject, eventdata, handles)
vars = evalin('base','who');
set(handles.Xmatrix,'String',vars)
set(handles.ListAxis,'String',vars)
set(handles.IntervalsMatrix,'String',vars)
set(handles.Ymatrix,'String',vars)
% --- Executes on button press in loadFilesButton.
function loadFilesButton_Callback(hObject, eventdata, handles)
filename = uigetfile ('*.*')
myfile= load (filename)
assignin('base', 'myfile', myfile)
% --- Executes on button press in doIpca.
function doIpca_Callback(hObject, eventdata, handles)
listEntriesXmatrix = get(handles.Xmatrix,'String');
indexSelectedXmatrix = get(handles.Xmatrix,'Value');
mymatrix = evalin('base',listEntriesXmatrix{indexSelectedXmatrix(1)});
listEntriesYmatrix = get(handles.Ymatrix,'String');
indexSelectedYmatrix = get(handles.Ymatrix,'Value');
myYmatrix = evalin('base',listEntriesYmatrix{indexSelectedYmatrix(1)});
listEntriesAxis = get(handles.ListAxis,'String');
indexSelecteAxis = get(handles.ListAxis,'Value');
myAxis = evalin('base',listEntriesAxis{indexSelecteAxis(1)});
listIntervalsMatrix = get(handles.IntervalsMatrix,'String');
indexIntervalsMatrix = get(handles.IntervalsMatrix,'Value');
Intervals = evalin('base',listIntervalsMatrix{indexIntervalsMatrix(1)});
preprocindex =  int2str(get(handles.PreprocessListbox,'Value'));
switch preprocindex
    case {'1'}
       preproc='none';
    case '2'
       preproc='mean';
    case '3'
       preproc='auto';
    case '4'
       preproc='mscmean';
    case '5'
       preproc='mscauto';
end
%assignin('base', 'preproc', preproc);
validation =  int2str(get(handles.validation,'Value'));
switch validation
    case {'1'}
       valMethod='test';
    case '2'
       valMethod='full';
    case '3'
       valMethod='syst111';
    case '4'
       valMethod='syst123';
    case '5'
      valMethod='random';
end
Modelname = get(handles.IplsModel,'String');
numberOfComponents = str2double(get(handles.NumberOfLvlBox,'String'));
numberOfIntervals = str2double(get(handles.IntervalsBox,'String'));
numberOfSegments = str2double(get(handles.Segments,'String'));
if (get(handles.checkIntervals,'Value') == get(handles.checkIntervals,'Max')) &  (get(handles.checkAxis,'Value') == get(handles.checkAxis,'Max'))
    Modelipls=ipls(mymatrix,myYmatrix,numberOfComponents,preproc,Intervals,myAxis,valMethod,numberOfSegments);
elseif (get(handles.checkIntervals,'Value') == get(handles.checkIntervals,'Min')) &  (get(handles.checkAxis,'Value') == get(handles.checkAxis,'Min'))
    Modelipls=ipls(mymatrix,myYmatrix,numberOfComponents,preproc,numberOfIntervals,[],valMethod,numberOfSegments);
elseif (get(handles.checkIntervals,'Value') == get(handles.checkIntervals,'Max')) &  (get(handles.checkAxis,'Value') == get(handles.checkAxis,'Min'))
    Modelipls=ipls(mymatrix,myYmatrix,numberOfComponents,preproc,Intervals,[],valMethod,numberOfSegments);
else
    Modelipls=ipls(mymatrix,myYmatrix,numberOfComponents,preproc,numberOfIntervals,myAxis,valMethod,numberOfSegments);
end
assignin('base', Modelname, Modelipls)
% --- Executes on selection change in PreprocessListbox.
function PreprocessListbox_Callback(hObject, eventdata, handles)
%contents = get(handles.PreprocessListbox,'String')
% --- Executes during object creation, after setting all properties.
function PreprocessListbox_CreateFcn(hObject, eventdata, handles)
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
    set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in plotGUI.
function plotGUI_Callback(hObject, eventdata, handles)
IplsPlotGUI
function IntervalsBox_Callback(hObject, eventdata, handles)
% --- Executes on button press in makeManualIntervals.
function makeManualIntervals_Callback(hObject, eventdata, handles)
%           VIS       NIR       NOISE
%        st1 end1  st2  end2  st3  end3
int_vec=[1   200   201  500   501  926];
assignin('base', 'int_vec',int_vec);
% --- Executes on selection change in intervalsMatrix.
function intervalsMatrix_Callback(hObject, eventdata, handles)
% --- Executes during object creation, after setting all properties.
function intervalsMatrix_CreateFcn(hObject, eventdata, handles)
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
    set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in checkIntervals.
function checkIntervals_Callback(hObject, eventdata, handles)
if (get(handles.checkIntervals,'Value') == get(handles.checkIntervals,'Max'))

     set(handles.IntervalsBox,'Enable', 'off')
     set(handles.IntervalsMatrix,'Enable', 'on')
else
     set(handles.IntervalsBox,'Enable', 'on')
     set(handles.IntervalsMatrix,'Enable', 'off') 
end
% --- Executes on selection change in IntervalsMatrix.
function IntervalsMatrix_Callback(hObject, eventdata, handles)
% --- Executes during object creation, after setting all properties.
function IntervalsMatrix_CreateFcn(hObject, eventdata, handles)
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
    set(hObject,'BackgroundColor','white');
end
function segments_Callback(hObject, eventdata, handles)
% --- Executes during object creation, after setting all properties.
function segments_CreateFcn(hObject, eventdata, handles)
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
    set(hObject,'BackgroundColor','white');
end
% --- Executes on selection change in Ymatrix.
function Ymatrix_Callback(hObject, eventdata, handles)
% --- Executes during object creation, after setting all properties.
function Ymatrix_CreateFcn(hObject, eventdata, handles)
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
    set(hObject,'BackgroundColor','white');
end
function Segments_Callback(hObject, eventdata, handles)
% --- Executes during object creation, after setting all properties.
function Segments_CreateFcn(hObject, eventdata, handles)
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
    set(hObject,'BackgroundColor','white');
end
% --- Executes on selection change in validation.
function validation_Callback(hObject, eventdata, handles)
% --- Executes during object creation, after setting all properties.
function validation_CreateFcn(hObject, eventdata, handles)
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
    set(hObject,'BackgroundColor','white');
end
% --- Executes on button press in checkAxis.
function checkAxis_Callback(hObject, eventdata, handles)
if (get(handles.checkAxis,'Value') == get(handles.checkAxis,'Max'))
 
     set(handles.ListAxis,'Enable', 'on')
   
else
     set(handles.ListAxis,'Enable', 'off')
  
end
% --- Executes when figure1 is resized.
function figure1_ResizeFcn(hObject, eventdata, handles)
function IplsModel_Callback(hObject, eventdata, handles)
% --- Executes during object creation, after setting all properties.
function IplsModel_CreateFcn(hObject, eventdata, handles)
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
    set(hObject,'BackgroundColor','white');
end
% --- Executes during object creation, after setting all properties.
function Namelabel_CreateFcn(hObject, eventdata, handles)
% --- Executes during object deletion, before destroying properties.
function IplsModel_DeleteFcn(hObject, eventdata, handles)
% --- Executes during object deletion, before destroying properties.
function Namelabel_DeleteFcn(hObject, eventdata, handles)
function IplsModel_Callback(hObject, eventdata, handles)
% --- Executes during object creation, after setting all properties.
function IplsModel_CreateFcn(hObject, eventdata, handles)
if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))
    set(hObject,'BackgroundColor','white');
end
% --- Executes during object deletion, before destroying properties.
function IplsModel_DeleteFcn(hObject, eventdata, handles)