Penerapan Jaringan Syaraf Tiruan dalam Mengidentifikasi Gejala pada Penyakit Hipertensi menggunakan Metode Backpropagation.

LISTING PROGRAM

Kode Program untuk Tampilan Home

function varargout = Home(varargin) % HOME M-file for Home.fig

% Begin initialization code - DO NOT EDIT gui_Singleton = 1;

gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @Home_OpeningFcn, ... 'gui_OutputFcn', @Home_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 Home is made visible.

function Home_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 Home (see VARARGIN)

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

% Update handles structure guidata(hObject, handles);

hback = axes('units','normalized','position',[0 0 1 1]); uistack(hback,'bottom');

% menampilkan background

[back map]=imread('satu.png'); image(back)

colormap(map)

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

% --- Executes on button press in pushbutton7.

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) Train

delete(Home)

% --- Executes on button press in pushbutton8.

function Close_Callback(hObject, eventdata, handles) % hObject handle to pushbutton8 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) delete(Home)

% --- Executes on button press in pushbutton9.

function About_Callback(hObject, eventdata, handles) % hObject handle to pushbutton9 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) delete(Home)

About

Kode Program untuk Tampilan About

function varargout = About(varargin) % ABOUT M-file for About.fig

% Begin initialization code - DO NOT EDIT gui_Singleton = 1;

gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @About_OpeningFcn, ... 'gui_OutputFcn', @About_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 About is made visible.

function About_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

% varargin command line arguments to About (see VARARGIN)

axes(handles.foto);

image(imread('gambar.png')); axis('off');

axes(handles.axes3);

image(imread('tikaa.jpg')); axis('off');

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

% Update handles structure guidata(hObject, handles);

hback = axes('units','normalized','position',[0 0 1 1]); uistack(hback,'bottom');

% menampilkan background [back map]=imread('dua.png'); image(back)

colormap(map)

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

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

% ---

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) delete(About)

Home

% --- Executes on button press in pushbutton8.

function Close_Callback(hObject, eventdata, handles) % hObject handle to pushbutton8 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) delete(About)

% --- Executes during object creation, after setting all properties.

% hObject handle to foto (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 foto

Kode Program untuk Tampilan Train

function varargout = Train(varargin) gui_Singleton = 1;

gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @Train_OpeningFcn, ... 'gui_OutputFcn', @Train_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

function Train_OpeningFcn(hObject, eventdata, handles, varargin) handles.output = hObject;

guidata(hObject, handles);

hback = axes('units','normalized','position',[0 0 1 1]); uistack(hback,'bottom');

% menampilkan background

[back map]=imread('tiga.png'); image(back)

colormap(map)

varargout{1} = handles.output;

% --- 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)

load data_latih.mat;

epoh=str2num(get(handles.edit1,'String')); galat=str2num(get(handles.edit2,'String')); alpha=str2num(get(handles.edit3,'String')); nhidden=str2num(get(handles.edit4,'String'));

% --- Executes on button press in pushbutton2.

function pushbutton2_Callback(hObject, eventdata, handles) % hObject handle to pushbutton2 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) Trial

delete(Train)

% --- Executes on button press in pushbutton3.

function pushbutton3_Callback(hObject, eventdata, handles) % hObject handle to pushbutton3 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) menu_utamaa

close(Train)

function edit1_Callback(hObject, eventdata, handles) % hObject handle to edit1 (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 edit1 as text % str2double(get(hObject,'String')) returns contents of edit1 as a double

% --- Executes during object creation, after setting all properties.

function edit1_CreateFcn(hObject, eventdata, handles) % hObject handle to edit1 (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)

% --- 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 edit3_Callback(hObject, eventdata, handles) % hObject handle to edit3 (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 edit3 as text % str2double(get(hObject,'String')) returns contents of edit3 as a double

% --- Executes during object creation, after setting all properties.

function edit3_CreateFcn(hObject, eventdata, handles) % hObject handle to edit3 (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 edit4_Callback(hObject, eventdata, handles) % hObject handle to edit4 (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 edit4 as text % str2double(get(hObject,'String')) returns contents of edit4 as a double

function edit4_CreateFcn(hObject, eventdata, handles) % hObject handle to edit4 (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

Kode Program untuk Tampilan Trial

function varargout = Trial(varargin) % TRIAL M-file for Trial.fig

% Begin initialization code - DO NOT EDIT gui_Singleton = 1;

gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @Trial_OpeningFcn, ... 'gui_OutputFcn', @Trial_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 Trial is made visible.

function Trial_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 Trial (see VARARGIN)

axes(handles.axes2);

image(imread('gambar.png')); axis('off');

axes(handles.axes6);

image(imread('gambar.png')); axis('off');

% Update handles structure guidata(hObject, handles); % menampilkan background

hback = axes('units','normalized','position',[0 0 1 1]); uistack(hback,'bottom');

% menampilkan background

[back map]=imread('gambar.png'); image(back)

colormap(map)

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

% --- Outputs from this function are returned to the command line. function varargout = Trial_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 selection change in popupmenu2.

function popupmenu2_Callback(hObject, eventdata, handles) % hObject handle to popupmenu2 (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 popupmenu2 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu2

% --- Executes during object creation, after setting all properties.

function popupmenu2_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu2 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 popupmenu10.

% 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 popupmenu10 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu10

% --- Executes during object creation, after setting all properties.

function popupmenu10_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu10 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 popupmenu9.

function popupmenu9_Callback(hObject, eventdata, handles) % hObject handle to popupmenu9 (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 popupmenu9 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu9

% --- Executes during object creation, after setting all properties.

function popupmenu9_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu9 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu controls usually have a white background on Windows.

% See ISPC and COMPUTER.

if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))

% --- Executes on selection change in popupmenu8.

function popupmenu8_Callback(hObject, eventdata, handles) % hObject handle to popupmenu8 (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 popupmenu8 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu8

% --- Executes during object creation, after setting all properties.

function popupmenu8_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu8 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 popupmenu7.

function popupmenu7_Callback(hObject, eventdata, handles) % hObject handle to popupmenu7 (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 popupmenu7 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu7

% --- Executes during object creation, after setting all properties.

function popupmenu7_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu7 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu controls usually have a white background on Windows.

% See ISPC and COMPUTER.

if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))

end

% --- Executes on selection change in popupmenu6.

function popupmenu6_Callback(hObject, eventdata, handles) % hObject handle to popupmenu6 (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 popupmenu6 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu6

% --- Executes during object creation, after setting all properties.

function popupmenu6_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu6 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 popupmenu5.

function popupmenu5_Callback(hObject, eventdata, handles) % hObject handle to popupmenu5 (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 popupmenu5 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu5

% --- Executes during object creation, after setting all properties.

function popupmenu5_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu5 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu controls usually have a white background on Windows.

if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))

set(hObject,'BackgroundColor','white'); end

% --- Executes on selection change in popupmenu4.

function popupmenu4_Callback(hObject, eventdata, handles) % hObject handle to popupmenu4 (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 popupmenu4 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu4

% --- Executes during object creation, after setting all properties.

function popupmenu4_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu4 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 popupmenu3.

function popupmenu3_Callback(hObject, eventdata, handles) % hObject handle to popupmenu3 (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 popupmenu3 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu3

% --- Executes during object creation, after setting all properties.

function popupmenu3_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu3 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% Hint: popupmenu 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 popupmenu11.

function popupmenu11_Callback(hObject, eventdata, handles) % hObject handle to popupmenu11 (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 popupmenu11 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu11

% --- Executes during object creation, after setting all properties.

function popupmenu11_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu11 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 popupmenu1.

function popupmenu1_Callback(hObject, eventdata, handles) % hObject handle to popupmenu1 (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 popupmenu1 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu1

% --- Executes during object creation, after setting all properties.

function popupmenu1_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu1 (see GCBO)

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 edit1_Callback(hObject, eventdata, handles) % hObject handle to edit1 (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 edit1 as text % str2double(get(hObject,'String')) returns contents of edit1 as a double

% --- 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)

% --- Executes on selection change in popupmenu.

function popupmenu_Callback(hObject, eventdata, handles) % hObject handle to popupmenu (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 popupmenu contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu

% --- Executes during object creation, after setting all properties.

function popupmenu_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu controls usually have a white background on Windows.

% See ISPC and COMPUTER.

if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor'))

% --- Executes on selection change in popupmenu14.

function popupmenu14_Callback(hObject, eventdata, handles) % hObject handle to popupmenu14 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) v=get(handles.popupmenu14,'Value');

switch v case 1

set(handles.tengkuk,'string','0'); case 2

set(handles.tengkuk,'string','1'); end

% Hints: contents = get(hObject,'String') returns popupmenu14 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu14

% --- Executes during object creation, after setting all properties.

function popupmenu14_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu14 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 popupmenu15.

function popupmenu15_Callback(hObject, eventdata, handles) % hObject handle to popupmenu15 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) v=get(handles.popupmenu15,'Value');

switch v case 1

set(handles.marah,'string','0'); case 2

set(handles.marah,'string','1'); end

% Hints: contents = get(hObject,'String') returns popupmenu15 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu15

% --- Executes during object creation, after setting all properties.

% hObject handle to popupmenu15 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 popupmenu16.

function popupmenu16_Callback(hObject, eventdata, handles) % hObject handle to popupmenu16 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) v=get(handles.popupmenu16,'Value');

switch v case 1

set(handles.konsen,'string','0'); case 2

set(handles.konsen,'string','1'); end

% Hints: contents = get(hObject,'String') returns popupmenu16 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu16

% --- Executes during object creation, after setting all properties.

function popupmenu16_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu16 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 popupmenu17.

function popupmenu17_Callback(hObject, eventdata, handles) % hObject handle to popupmenu17 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

switch v case 1

set(handles.mimisan,'string','0'); case 2

set(handles.mimisan,'string','0.5'); case 3

set(handles.mimisan,'string','1'); end

% Hints: contents = get(hObject,'String') returns popupmenu17 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu17

% --- Executes during object creation, after setting all properties.

function popupmenu17_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu17 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 popupmenu18.

function popupmenu18_Callback(hObject, eventdata, handles) % hObject handle to popupmenu18 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) v=get(handles.popupmenu18,'Value');

switch v case 1

set(handles.mual,'string','0'); case 2

set(handles.mual,'string','0.5'); case 3

set(handles.mual,'string','1'); end

% Hints: contents = get(hObject,'String') returns popupmenu18 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu18

% --- Executes during object creation, after setting all properties.

function popupmenu18_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu18 (see GCBO)

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 popupmenu19.

function popupmenu19_Callback(hObject, eventdata, handles) % hObject handle to popupmenu19 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) v=get(handles.popupmenu19,'Value');

switch v case 1

set(handles.pandangan,'string','0'); case 2

set(handles.pandangan,'string','1'); end

% Hints: contents = get(hObject,'String') returns popupmenu19 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu19

% --- Executes during object creation, after setting all properties.

function popupmenu19_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu19 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 popupmenu20.

function popupmenu20_Callback(hObject, eventdata, handles) % hObject handle to popupmenu20 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) v=get(handles.popupmenu20,'Value');

switch v case 1

case 2

set(handles.keringat,'string','0.5'); case 3

set(handles.keringat,'string','1'); end

% Hints: contents = get(hObject,'String') returns popupmenu20 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu20

% --- Executes during object creation, after setting all properties.

function popupmenu20_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu20 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 popupmenu21.

function popupmenu21_Callback(hObject, eventdata, handles) % hObject handle to popupmenu21 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) v=get(handles.popupmenu21,'Value');

switch v case 1

set(handles.oyong,'string','0'); case 2

set(handles.oyong,'string','0.5'); case 3

set(handles.oyong,'string','1'); end

% Hints: contents = get(hObject,'String') returns popupmenu21 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu21

% --- Executes during object creation, after setting all properties.

function popupmenu21_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu21 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% Hint: popupmenu 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 popupmenu22.

function popupmenu22_Callback(hObject, eventdata, handles) % hObject handle to popupmenu22 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) v=get(handles.popupmenu22,'Value');

switch v case 1

set(handles.jantung,'string','0'); case 2

set(handles.jantung,'string','1'); end

% Hints: contents = get(hObject,'String') returns popupmenu22 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu22

% --- Executes during object creation, after setting all properties.

function popupmenu22_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu22 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 popupmenu23.

function popupmenu23_Callback(hObject, eventdata, handles) % hObject handle to popupmenu23 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) v=get(handles.popupmenu23,'Value');

switch v case 1

set(handles.gelisah,'string','0'); case 2

set(handles.gelisah,'string','1'); end

% Hints: contents = get(hObject,'String') returns popupmenu23 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu23

% --- Executes during object creation, after setting all properties.

function popupmenu23_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu23 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 gelisah_Callback(hObject, eventdata, handles) % hObject handle to gelisah (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 gelisah as text % str2double(get(hObject,'String')) returns contents of gelisah as a double

% --- Executes during object creation, after setting all properties.

function gelisah_CreateFcn(hObject, eventdata, handles) % hObject handle to gelisah (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 oyong_Callback(hObject, eventdata, handles) % hObject handle to oyong (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% Hints: get(hObject,'String') returns contents of oyong as text % str2double(get(hObject,'String')) returns contents of oyong as a double

% --- Executes during object creation, after setting all properties.

function oyong_CreateFcn(hObject, eventdata, handles) % hObject handle to oyong (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 keringat_Callback(hObject, eventdata, handles) % hObject handle to keringat (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 keringat as text

% str2double(get(hObject,'String')) returns contents of keringat as a double

% --- Executes during object creation, after setting all properties.

function keringat_CreateFcn(hObject, eventdata, handles) % hObject handle to keringat (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 mual_Callback(hObject, eventdata, handles) % hObject handle to mual (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% Hints: get(hObject,'String') returns contents of mual as text % str2double(get(hObject,'String')) returns contents of mual as a double

% --- Executes during object creation, after setting all properties.

function mual_CreateFcn(hObject, eventdata, handles) % hObject handle to mual (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 pandangan_Callback(hObject, eventdata, handles) % hObject handle to pandangan (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 pandangan as text

% str2double(get(hObject,'String')) returns contents of pandangan as a double

% --- Executes during object creation, after setting all properties.

function pandangan_CreateFcn(hObject, eventdata, handles) % hObject handle to pandangan (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 mimisan_Callback(hObject, eventdata, handles) % hObject handle to mimisan (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% Hints: get(hObject,'String') returns contents of mimisan as text % str2double(get(hObject,'String')) returns contents of mimisan as a double

% --- Executes during object creation, after setting all properties.

function mimisan_CreateFcn(hObject, eventdata, handles) % hObject handle to mimisan (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 edit19_Callback(hObject, eventdata, handles) % hObject handle to mimisan (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 mimisan as text % str2double(get(hObject,'String')) returns contents of mimisan as a double

% --- Executes during object creation, after setting all properties.

function edit19_CreateFcn(hObject, eventdata, handles) % hObject handle to mimisan (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 tengkuk_Callback(hObject, eventdata, handles) % hObject handle to tengkuk (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA)

% --- Executes during object creation, after setting all properties.

function tengkuk_CreateFcn(hObject, eventdata, handles) % hObject handle to tengkuk (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 marah_Callback(hObject, eventdata, handles) % hObject handle to marah (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 marah as text % str2double(get(hObject,'String')) returns contents of marah as a double

% --- Executes during object creation, after setting all properties.

function marah_CreateFcn(hObject, eventdata, handles) % hObject handle to marah (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 jantung_Callback(hObject, eventdata, handles) % hObject handle to jantung (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 jantung as text % str2double(get(hObject,'String')) returns contents of jantung as a double

% --- Executes during object creation, after setting all properties.

% 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 pushbutton2.

function pushbutton2_Callback(hObject, eventdata, handles) % hObject handle to pushbutton2 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) load bot.mat;

x1=str2num(get(handles.sesaknapas,'String')); x2=str2num(get(handles.gelisah,'String')); x3=str2num(get(handles.oyong,'String')); x4=str2num(get(handles.keringat,'String')); x5=str2num(get(handles.pandangan,'String')); x6=str2num(get(handles.mual,'String')); x7=str2num(get(handles.mimisan,'String')); x8=str2num(get(handles.konsen,'String')); x9=str2num(get(handles.marah,'String')); x10=str2num(get(handles.tengkuk,'String')); x11=str2num(get(handles.jantung,'String')); pola=[x1,x2,x3,x4,x5,x6,x7,x8,x9,x10,x11];

y=sim(net,pola');

set(handles.node,'string',y(1)'); [baris,kolom]=find(y>=0.6);

[H,W]=size(y); y2=zeros(H,W); for m=1:length(y) y2(baris,kolom)=1;

if y2'==[1]

set(handles.deteksi,'string','suspect Hipertensi'); mengatasii

close(Trial) else

set(handles.deteksi,'string','Negatif Hipertensi');

end end

set(handles.marah,'String',''); set(handles.tengkuk,'String',''); set(handles.jantung,'String','');

guidata(hObject, handle);

% --- Executes on button press in pushbutton3.

function pushbutton3_Callback(hObject, eventdata, handles) % hObject handle to pushbutton3 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) menu_utamaa

close(Trial)

% --- Executes on button press in pushbutton4.

function pushbutton4_Callback(hObject, eventdata, handles) % hObject handle to pushbutton4 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) keluaar

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

% --- Executes during object creation, after setting all properties.

function deteksi_CreateFcn(hObject, eventdata, handles) % hObject handle to deteksi (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 during object creation, after setting all properties.

function node_CreateFcn(hObject, eventdata, handles) % hObject handle to node (see GCBO)

% handles empty - handles not created until after all CreateFcns called

function sesaknapas_Callback(hObject, eventdata, handles) % hObject handle to sesaknapas (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 sesaknapas as text

% str2double(get(hObject,'String')) returns contents of sesaknapas as a double

% --- Executes during object creation, after setting all properties.

function sesaknapas_CreateFcn(hObject, eventdata, handles) % hObject handle to sesaknapas (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 selection change in popupmenu24.

function popupmenu24_Callback(hObject, eventdata, handles) % hObject handle to popupmenu24 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles structure with handles and user data (see GUIDATA) v=get(handles.popupmenu24,'Value');

switch v case 1

set(handles.sesaknapas,'string','0'); case 2

set(handles.sesaknapas,'string','0.5'); case 3

set(handles.sesaknapas,'string','1'); end

% Hints: contents = get(hObject,'String') returns popupmenu24 contents as cell array

% contents{get(hObject,'Value')} returns selected item from popupmenu24

function popupmenu24_CreateFcn(hObject, eventdata, handles) % hObject handle to popupmenu24 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

% Hint: popupmenu 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 during object creation, after setting all properties.

function konsen_CreateFcn(hObject, eventdata, handles) % hObject handle to konsen (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 during object creation, after setting all properties.

function uitable2_CreateFcn(hObject, eventdata, handles) % hObject handle to uitable2 (see GCBO)

% eventdata reserved - to be defined in a future version of MATLAB

% handles empty - handles not created until after all CreateFcns called

Kode Program untuk fungsi Backpropagation

function[net,tr]=backpropagation(epoh,galat,alpha,nhidden) clc;

% Mempersiapkan data latih dan target latih

data_latih=[1 0.5 0.5 0.5 0.5 1 1 0.5 0 0.5 0.5 0.5 0 0.5 0 0 0.5 0.5 1 0.5 1 0.5 1 1 1 0.5 0.5 1 1 1 0.5 0.5 0 0 0 0.5 0.5 0.5 0 0.5 0 0.5 1 0.5 0.5 0.5 0 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1 1 1 1 1 0.5

0.5 0 0.5 0 0 0.5 0.5 1 0 0 0.5 0.5 0.5 0 0 0 0.5 0.5 0 1 0.5 0.5 0.5 0.5 0.5 1 0.5 1 1 0.5

1 0 0 1 1 0 0 0 0 1 0 0 1 0 1 0 0 0 0 1 0 1 1 1 0 1 1 0 1 1

1 0 0.5 0 0.5 1 1 1 0.5 0 1 0 0 0 0 0 0 1 1 1 0 0 0 1 0 1 0 1 1 1

0.5 0 0 0 0 1 0 0.5 0 0.5 0 0 0 0 0 0 0 0.5 0 1 0.5 0.5 1 1 0 1 0.5 1 1 0

1 1 1 0 1 1 1 0 0 1 0 1 1 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0

1 1 0 1 1 1 1 1 1 0 1 1 0 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1

1 0 0 0 0 1 1 1 0 0 0 0 0 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1

1 0 0 1 0 1 1 1 1 0 0 0 0 1 0 0 0 1 1 1 1 0 0 1 1 1 0 1 1 0];

data_target=[1 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1];

% Pembuatan JST net =

newff(minmax(data_latih),[10,1],{'logsig','logsig'},'traingdx');

% Memberikan nilai untuk mempengaruhi proses pelatihan net.performFcn = 'mse';

net.trainParam.goal = 0; net.trainParam.show = 25; net.trainParam.epochs = 1000; net.trainParam.mc = 0.01; net.trainParam.lr = 0.01;

% Proses training