【数据分析】基于matlab GUI kmeans聚类分组系统【含Matlab源码 510期】

一、获取代码方式

获取代码方式1：
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二、部分源代码

function varargout = k_means_gui(varargin)
% K_MEANS_GUI M-file for k_means_gui.fig
%      K_MEANS_GUI, by itself, creates a new K_MEANS_GUI or raises the existing
%      singleton*.
%
%      H = K_MEANS_GUI returns the handle to a new K_MEANS_GUI or the handle to
%      the existing singleton*.
%
%      K_MEANS_GUI('CALLBACK',hObject,eventData,handles,...) calls the local
%      function named CALLBACK in K_MEANS_GUI.M with the given input arguments.
%
%      K_MEANS_GUI('Property','Value',...) creates a new K_MEANS_GUI or raises the
%      existing singleton*.  Starting from the left, property value pairs are
%      applied to the GUI before k_means_gui_OpeningFunction gets called.  An
%      unrecognized property name or invalid value makes property application
%      stop.  All inputs are passed to k_means_gui_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 k_means_gui% Last Modified by GUIDE v2.5 28-Jun-2008 20:30:55% Begin initialization code - DO NOT EDIT
gui_Singleton = 1;
gui_State = struct('gui_Name',       mfilename, ...'gui_Singleton',  gui_Singleton, ...'gui_OpeningFcn', @k_means_gui_OpeningFcn, ...'gui_OutputFcn',  @k_means_gui_OutputFcn, ...'gui_LayoutFcn',  [] , ...'gui_Callback',   []);
if nargin && ischar(varargin{1})gui_State.gui_Callback = str2func(varargin{1});
endif nargout[varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:});
elsegui_mainfcn(gui_State, varargin{:});
end
% End initialization code - DO NOT EDIT% --- Executes just before k_means_gui is made visible.
function k_means_gui_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 k_means_gui (see VARARGIN)
global dim;
global means;
global result;
global step;
global processing;
global dist;
global intialization;
result=0;
step=0;
processing=0;
dist='SquaredEuclidean';
intialization='number  ';
set(handles.number,'String',num2str(500));
set(handles.dispersion,'String',num2str(2));
set(findobj('tag','dimension2'),'Value',1);
set(findobj('tag','dimension3'),'Value',0);
set(findobj('tag','numberofsort'),'Value',1);
set(findobj('tag','intialization'),'Value',0);
set(handles.sortedit,'String',num2str(4));
set(handles.cenini,'String','1,2;2,4;3,5;4,5;');
set(handles.iterativenumber,'String',num2str(4));
set(handles.dimension,'String','');
set(handles.distancetype,'String','');
set(handles.numbersort,'String','');
set(handles.iterativetime,'String','');
set(handles.sorttype,'String','');
dim='2D';
means='n';% Choose default command line output for k_means_gui
handles.output = hObject;% Update handles structure
guidata(hObject, handles);% UIWAIT makes k_means_gui wait for user response (see UIRESUME)
% uiwait(handles.figure1);% --- Outputs from this function are returned to the command line.
function varargout = k_means_gui_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;function centroidedit_Callback(hObject, eventdata, handles)
% hObject    handle to centroidedit (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 centroidedit as text
%        str2double(get(hObject,'String')) returns contents of centroidedit as a double% --- Executes during object creation, after setting all properties.
function centroidedit_CreateFcn(hObject, eventdata, handles)
% hObject    handle to centroidedit (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');
endfunction 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');
endfunction dispersion_Callback(hObject, eventdata, handles)
% hObject    handle to dispersion (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 dispersion as text
%        str2double(get(hObject,'String')) returns contents of dispersion as a double% --- Executes during object creation, after setting all properties.
function dispersion_CreateFcn(hObject, eventdata, handles)
% hObject    handle to dispersion (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 dimension2.
function dimension2_Callback(hObject, eventdata, handles)
% hObject    handle to dimension2 (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 dimension2
global dim;
if get(gcbo,'value')==1set(findobj('tag','dimension3'),'Value',0);dim='2D';
end% --- Executes on button press in dimension3.
function dimension3_Callback(hObject, eventdata, handles)
% hObject    handle to dimension3 (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 dimension3
global dim;
if get(gcbo,'value')==1set(findobj('tag','dimension2'),'Value',0);
dim='3D';
end% --- Executes on button press in generate.
function generate_Callback(hObject, eventdata, handles)
% hObject    handle to generate (see GCBO)
% eventdata  reserved - to be defined in a future version of MATLAB
% handles    structure with handles and user data (see GUIDATA)
global dim;
global X;
number=str2num(get(handles.number,'String'));
dispersion=str2num(get(handles.dispersion,'String'));
if dim=='2D'

三、运行结果

四、matlab版本及参考文献

1 matlab版本
2014a

2 参考文献
[1] 由伟,刘亚秀.MATLAB数据分析教程[M].清华大学出版社，2020.
[2]王岩,隋思涟.试验设计与MATLAB数据分析[M].清华大学出版社，2012.

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