LAMPIRAN LISTING PROGRAM

Transkripsi

1 84 LAMPIRAN LISTING PROGRAM Beranda.m function varargout = Beranda(varargin) % BERANDA M-file for Beranda.fig gui_singleton = 1; gui_state = struct('gui_name', mfilename,... 'gui_singleton', gui_singleton,... 'gui_layoutfcn', [],... 'gui_callback', []); if nargin && ischar(varargin{1}) gui_state.gui_callback = str2func(varargin{1}); if nargout [varargout{1:nargout}] = gui_mainfcn(gui_state, varargin{:}); gui_mainfcn(gui_state, varargin{:}); % End initialization code - DO NOT EDIT % --- Executes just before Beranda is made visible. function Beranda_OpeningFcn(hObject, eventdata, handles, varargin) handles.output = hobject; handles.citra=imread('logousu.jpg'); guidata(hobject,handles); axes(handles.axes1); imshow(handles.citra); % Choose default command line output for Beranda handles.output = hobject; % Update handles structure guidata(hobject, handles); % UIWAIT makes Beranda wait for user response (see UIRESUME) % uiwait(handles.figure1); % --- Outputs from this function are returned to the command line. function varargout = Beranda_OutputFcn(hObject, eventdata, handles) % Get default command line output from handles structure varargout{1} = handles.output; function beranda_callback(hobject, eventdata, handles) Beranda function menupelatihan_callback(hobject, eventdata, handles) function menupengujian_callback(hobject, eventdata, handles) function bantuan_callback(hobject, eventdata, handles) Bantuan

2 85 function keluar_callback(hobject, eventdata, handles) choice= questdlg ('Apakah Anda Ingin Keluar?','Konfirmasi',... 'Ya','Tidak','Tidak'); switch choice case 'Ya' close all; function ujibam_callback(hobject, eventdata, handles) UjiBAM function ujilvq_callback(hobject, eventdata, handles) UjiLVQ function latihbam_callback(hobject, eventdata, handles) LatihBAM function latihlvq_callback(hobject, eventdata, handles) LatihLVQ LatihBAM.m function varargout = LatihBAM(varargin) % LATIHBAM M-file for LatihBAM.fig gui_singleton = 1; gui_state = struct('gui_name', mfilename,... 'gui_singleton', gui_singleton,... 'gui_layoutfcn', [],... 'gui_callback', []); if nargin && ischar(varargin{1}) gui_state.gui_callback = str2func(varargin{1}); if nargout [varargout{1:nargout}] = gui_mainfcn(gui_state, varargin{:}); gui_mainfcn(gui_state, varargin{:}); % End initialization code - DO NOT EDIT % --- Executes just before LatihBAM is made visible. function LatihBAM_OpeningFcn(hObject, eventdata, handles, varargin) handles.output = hobject; % Update handles structure guidata(hobject, handles); % --- Executes on button press in Kel. function Kel_Callback(hObject, eventdata, handles) % --- Executes on button press in Keh. function Keh_Callback(hObject, eventdata, handles)

3 86 % --- Executes on button press in Sak. function Sak_Callback(hObject, eventdata, handles) % --- Executes on button press in tombollatih. function tombollatih_callback(hobject, eventdata, handles) tstart = tic; %untuk waktu %1x16 target1 = [ ]; target2 = [ ]; target3 = [ ]; target4 = [ ]; input1 = xlsread('bam.xlsx', 'nilai', 'B1:U1'); %1x20 input2 = xlsread('bam.xlsx', 'nilai', 'B2:U2'); input3 = xlsread('bam.xlsx', 'nilai', 'B3:U3'); input4 = xlsread('bam.xlsx', 'nilai', 'B4:U4'); input5 = xlsread('bam.xlsx', 'nilai', 'B5:U5'); %1x20 input6 = xlsread('bam.xlsx', 'nilai', 'B6:U6'); input7 = xlsread('bam.xlsx', 'nilai', 'B7:U7'); input8 = xlsread('bam.xlsx', 'nilai', 'B8:U8'); input9 = xlsread('bam.xlsx', 'nilai', 'B9:U9'); %1x20 input10 = xlsread('bam.xlsx', 'nilai', 'B10:U10'); input11 = xlsread('bam.xlsx', 'nilai', 'B11:U11'); input12 = xlsread('bam.xlsx', 'nilai', 'B12:U12'); input13 = xlsread('bam.xlsx', 'nilai', 'B13:U13'); %1x20 input14 = xlsread('bam.xlsx', 'nilai', 'B14:U14'); input15 = xlsread('bam.xlsx', 'nilai', 'B15:U15'); input16 = xlsread('bam.xlsx', 'nilai', 'B16:U16'); input17 = xlsread('bam.xlsx', 'nilai', 'B17:U17'); %1x20 input18 = xlsread('bam.xlsx', 'nilai', 'B18:U18'); input19 = xlsread('bam.xlsx', 'nilai', 'B19:U19'); input20 = xlsread('bam.xlsx', 'nilai', 'B20:U20'); w1 = input1'* target1; %20x16 w2 = input2'* target1; w3 = input3'* target1; w4 = input4'* target1; w5 = input5'* target1; w6 = input6'* target2; w7 = input7'* target2; w8 = input8'* target2; w9 = input9'* target2; w10 = input10'* target2; w11 = input11'* target3; w12 = input12'* target3; w13 = input13'* target3; w14 = input14'* target3; w15 = input15'* target3; w16 = input16'* target4; w17 = input17'* target4; w18 = input18'* target4; w19 = input19'* target4; w20 = input20'* target4; %20x16 w = w1 + w2 + w3 + w4 + w5 + w6 + w7 + w8 + w9 + w10 + w11 + w12 + w13 + w14 + w15 + w16 + w17 + w18 + w19 + w20;

4 87 xlswrite('bam.xlsx',w, 'bobot', 'A1:P20'); y_in1 = input1 * w; %1x16 y_in2 = input2 * w; y_in3 = input3 * w; y_in4 = input4 * w; y_in5 = input5 * w; y_in6 = input6 * w; y_in7 = input7 * w; y_in8 = input8 * w; y_in9 = input9 * w; y_in10 = input10 * w; y_in11 = input11 * w; y_in12 = input12 * w; y_in13 = input13 * w; y_in14 = input14 * w; y_in15 = input15 * w; y_in16 = input16 * w; y_in17 = input17 * w; y_in18 = input18 * w; y_in19 = input19 * w; y_in20 = input20 * w; for indeks = 1 : 5 if (y_in1(indeks) < 0) y_in1(indeks) = -1; y_in1(indeks) = 1; if (y_in2(indeks) < 0) y_in2(indeks) = -1; y_in2(indeks) = 1; if (y_in3(indeks) < 0) y_in3(indeks) = -1; y_in3(indeks) = 1; if (y_in4(indeks) < 0) y_in4(indeks) = -1; y_in4(indeks) = 1; if (y_in5(indeks) < 0) y_in5(indeks) = -1; y_in5(indeks) = 1; if (y_in6(indeks) < 0) y_in6(indeks) = -1; y_in6(indeks) = 1;

5 88 if (y_in7(indeks) < 0) y_in7(indeks) = -1; y_in7(indeks) = 1; if (y_in8(indeks) < 0) y_in8(indeks) = -1; y_in8(indeks) = 1; if (y_in9(indeks) < 0) y_in9(indeks) = -1; y_in9(indeks) = 1; if (y_in10(indeks) < 0) y_in10(indeks) = -1; y_in10(indeks) = 1; if (y_in11(indeks) < 0) y_in11(indeks) = -1; y_in11(indeks) = 1; if (y_in12(indeks) < 0) y_in12(indeks) = -1; y_in12(indeks) = 1; if (y_in13(indeks) < 0) y_in13(indeks) = -1; y_in13(indeks) = 1; if (y_in14(indeks) < 0) y_in14(indeks) = -1; y_in14(indeks) = 1; if (y_in15(indeks) < 0) y_in15(indeks) = -1; y_in15(indeks) = 1; if (y_in16(indeks) < 0) y_in16(indeks) = -1;

6 89 y_in16(indeks) = 1; if (y_in17(indeks) < 0) y_in17(indeks) = -1; y_in17(indeks) = 1; if (y_in18(indeks) < 0) y_in18(indeks) = -1; y_in18(indeks) = 1; if (y_in19(indeks) < 0) y_in19(indeks) = -1; y_in19(indeks) = 1; if (y_in20(indeks) < 0) y_in20(indeks) = -1; y_in20(indeks) = 1; waktupengujian = toc(tstart); set(handles.waktulatih,'string',waktupengujian); h = msgbox('data telah dilatih', 'Berhasil'); function namapenyakit_callback(hobject, eventdata, handles) function namapenyakit_createfcn(hobject, eventdata, handles) if ispc && isequal(get(hobject,'backgroundcolor'), get(0,'defaultuicontrolbackgroundcolor')) set(hobject,'backgroundcolor','white'); function waktulatih_callback(hobject, eventdata, handles) function waktulatih_createfcn(hobject, eventdata, handles) if ispc && isequal(get(hobject,'backgroundcolor'), get(0,'defaultuicontrolbackgroundcolor')) set(hobject,'backgroundcolor','white'); % --- Executes on button press in tombolsimpan. function tombolsimpan_callback(hobject, eventdata, handles) a = get(handles.sul,'value'); b = get(handles.per,'value'); c = get(handles.bat,'value'); d = get(handles.mua,'value'); e = get(handles.sua,'value'); f = get(handles.nye,'value');

7 90 g = get(handles.mun,'value'); h = get(handles.ada,'value'); i = get(handles.lam,'value'); j = get(handles.atp,'value'); k = get(handles.sen,'value'); l = get(handles.kem,'value'); m = get(handles.ane,'value'); n = get(handles.ras,'value'); o = get(handles.pen,'value'); p = get(handles.tm,'value'); q = get(handles.md,'value'); r = get(handles.kel,'value'); s = get(handles.keh,'value'); t = get(handles.sak,'value'); penyakit= [a b c d e f g h i j k l m n o p q r s t]; for indeks = 1 : 20 if (penyakit(indeks) == 0) penyakit(indeks) = -1; penyakit(indeks) = 1; nm = get(handles.namapenyakit,'string'); if (strcmp(nm, 'Radang Kerongkongan 1')) xlswrite('bam.xlsx',penyakit,'nilai','b1:u1'); if (strcmp(nm, 'Radang Kerongkongan 2')) xlswrite('bam.xlsx',penyakit,'nilai','b2:u2'); if (strcmp(nm, 'Radang Kerongkongan 3')) xlswrite('bam.xlsx',penyakit,'nilai','b3:u3'); if (strcmp(nm, 'Radang Kerongkongan 4')) xlswrite('bam.xlsx',penyakit,'nilai','b4:u4'); if (strcmp(nm, 'Radang Kerongkongan 5')) xlswrite('bam.xlsx',penyakit,'nilai','b5:u5'); if (strcmp(nm, 'Radang Lambung 1')) xlswrite('bam.xlsx',penyakit,'nilai','b6:u6'); if (strcmp(nm, 'Radang Lambung 2')) xlswrite('bam.xlsx',penyakit,'nilai','b7:u7'); if (strcmp(nm, 'Radang Lambung 3')) xlswrite('bam.xlsx',penyakit,'nilai','b8:u8'); if (strcmp(nm, 'Radang Lambung 4')) xlswrite('bam.xlsx',penyakit,'nilai','b9:u9'); if (strcmp(nm, 'Radang Lambung 5')) xlswrite('bam.xlsx',penyakit,'nilai','b10:u10'); if (strcmp(nm, 'Tukak Lambung 1')) xlswrite('bam.xlsx',penyakit,'nilai','b11:u11'); if (strcmp(nm, 'Tukak Lambung 2')) xlswrite('bam.xlsx',penyakit,'nilai','b12:u12'); if (strcmp(nm, 'Tukak Lambung 3')) xlswrite('bam.xlsx',penyakit,'nilai','b13:u13'); if (strcmp(nm, 'Tukak Lambung 4'))

8 91 xlswrite('bam.xlsx',penyakit,'nilai','b14:u14'); if (strcmp(nm, 'Tukak Lambung 5')) xlswrite('bam.xlsx',penyakit,'nilai','b15:u15'); if (strcmp(nm, 'Kanker Lambung 1')) xlswrite('bam.xlsx',penyakit,'nilai','b16:u16'); if (strcmp(nm, 'Kanker Lambung 2')) xlswrite('bam.xlsx',penyakit,'nilai','b17:u17'); if (strcmp(nm, 'Kanker Lambung 3')) xlswrite('bam.xlsx',penyakit,'nilai','b18:u18'); if (strcmp(nm, 'Kanker Lambung 4')) xlswrite('bam.xlsx',penyakit,'nilai','b19:u19'); if (strcmp(nm, 'Kanker Lambung 5')) xlswrite('bam.xlsx',penyakit,'nilai','b20:u20'); penyakit = []; pesan = msgbox('data telah disimpan', 'Berhasil'); % --- Executes on button press in tombolreset. function tombolreset_callback(hobject, eventdata, handles) set(handles.namapenyakit,'string','','enable','on'); set(handles.waktulatih,'string','','enable','on'); set(handles.sul,'value',0); set(handles.per,'value',0); set(handles.bat,'value',0); set(handles.mua,'value',0); set(handles.sua,'value',0); set(handles.nye,'value',0); set(handles.mun,'value',0); set(handles.ada,'value',0); set(handles.lam,'value',0); set(handles.atp,'value',0); set(handles.sen,'value',0); set(handles.kem,'value',0); set(handles.ane,'value',0); set(handles.ras,'value',0); set(handles.pen,'value',0); set(handles.tm,'value',0); set(handles.md,'value',0); set(handles.kel,'value',0); set(handles.keh,'value',0); set(handles.sak,'value',0); function beranda_callback(hobject, eventdata, handles) Beranda function menubam_callback(hobject, eventdata, handles) function menulvq_callback(hobject, eventdata, handles) function bantuan_callback(hobject, eventdata, handles) UjiBAM.m function varargout = UjiBAM(varargin) % UJIBAM M-file for UjiBAM.fig gui_singleton = 1; gui_state = struct('gui_name', mfilename,...

9 92 'gui_singleton', gui_singleton,... 'gui_layoutfcn', [],... 'gui_callback', []); if nargin && ischar(varargin{1}) gui_state.gui_callback = str2func(varargin{1}); if nargout [varargout{1:nargout}] = gui_mainfcn(gui_state, varargin{:}); gui_mainfcn(gui_state, varargin{:}); % End initialization code - DO NOT EDIT % --- Executes just before UjiBAM is made visible. function UjiBAM_OpeningFcn(hObject, eventdata, handles, varargin) handles.output = hobject; % Update handles structure guidata(hobject, handles); % --- Outputs from this function are returned to the command line. function varargout = UjiBAM_OutputFcn(hObject, eventdata, handles) varargout{1} = handles.output; % --- Executes on button press in tombolreset. function tombolreset_callback(hobject, eventdata, handles) xlswrite('databam.xlsx', '0','nilai','B2:U2'); set(handles.namapenyakit,'string','','enable','on'); set(handles.jenisobat,'string','','enable','on'); set(handles.waktuuji,'string','','enable','on'); set(handles.sul,'value',0); set(handles.per,'value',0); set(handles.bat,'value',0); set(handles.mua,'value',0); set(handles.sua,'value',0); set(handles.nye,'value',0); set(handles.mun,'value',0); set(handles.ada,'value',0); set(handles.lam,'value',0); set(handles.atp,'value',0); set(handles.sen,'value',0); set(handles.kem,'value',0); set(handles.ane,'value',0); set(handles.ras,'value',0); set(handles.pen,'value',0); set(handles.tm,'value',0); set(handles.md,'value',0); set(handles.kel,'value',0); set(handles.keh,'value',0); set(handles.sak,'value',0); % --- Executes on button press in tombolhasil. function tombolhasil_callback(hobject, eventdata, handles) tstart=tic; a = get(handles.sul,'value'); b = get(handles.per,'value');

10 93 c = get(handles.bat,'value'); d = get(handles.mua,'value'); e = get(handles.sua,'value'); f = get(handles.nye,'value'); g = get(handles.mun,'value'); h = get(handles.ada,'value'); i = get(handles.lam,'value'); j = get(handles.atp,'value'); k = get(handles.sen,'value'); l = get(handles.kem,'value'); m = get(handles.ane,'value'); n = get(handles.ras,'value'); o = get(handles.pen,'value'); p = get(handles.tm,'value'); q = get(handles.md,'value'); r = get(handles.kel,'value'); s = get(handles.keh,'value'); t = get(handles.sak,'value'); data_uji = [a b c d e f g h i j k l m n o p q r s t]; for indeks = 1 : 20 if (data_uji(indeks) == 0) data_uji(indeks) = -1; data_uji(indeks) = 1; w = xlsread('bam.xlsx','bobot','a1:p20'); %20x16 output_uji = data_uji * w; %1x16 for indeks = 1 : 16 if (output_uji(indeks) < 0) output_uji(indeks) = -1; output_uji(indeks) = 1; output_uji target1 = [ ]; target2 = [ ]; target3 = [ ]; target4 = [ ]; if isequal (output_uji,target1) set(handles.namapenyakit,'string','radang Kerongkongan (reflux oesophagitis)'); set(handles.jenisobat,'string','ranitidin, Omeprazole, Domperidone, Antasida, Sukralfat'); if isequal (output_uji,target2) set(handles.namapenyakit,'string','radang lambung (gastritis)');

11 94 set(handles.jenisobat,'string','omeprazole, Antasida, Bismuth, Amoxixilin, Claritromixin)'); if isequal (output_uji,target3) set(handles.namapenyakit,'string','tukak Lambung-Usus (ulcus pepticum)'); set(handles.jenisobat,'string','antasida, Bismuth, Sukralfat, Ranitidin, Omeprazole'); if isequal (output_uji,target4) set(handles.namapenyakit,'string','kanker Lambung'); set(handles.jenisobat,'string','kemoterapi, Radiasi, Operasi'); set(handles.namapenyakit,'string','tidak Dikenali'); waktupengujian = toc(tstart); set(handles.waktuuji,'string',waktupengujian); % --- Executes on button press in Sul. function Sul_Callback(hObject, eventdata, handles) % --- Executes on button press in Per. function Per_Callback(hObject, eventdata, handles) % --- Executes on button press in Bat. function Bat_Callback(hObject, eventdata, handles) % --- Executes on button press in Mua. function Mua_Callback(hObject, eventdata, handles) % --- Executes on button press in Sua. function Sua_Callback(hObject, eventdata, handles) % --- Executes on button press in Nye. function Nye_Callback(hObject, eventdata, handles) % --- Executes on button press in Mun. function Mun_Callback(hObject, eventdata, handles) % --- Executes on button press in Ada. function Ada_Callback(hObject, eventdata, handles) % --- Executes on button press in Lam. function Lam_Callback(hObject, eventdata, handles) % --- Executes on button press in Atp. function Atp_Callback(hObject, eventdata, handles) % --- Executes on button press in Sen. function Sen_Callback(hObject, eventdata, handles) % --- Executes on button press in Kem. LatihLVQ.m function varargout = LatihLVQ(varargin) % LATIHLVQ M-file for LatihLVQ.fig gui_singleton = 1; gui_state = struct('gui_name', mfilename,... 'gui_singleton', gui_singleton,...

12 95 'gui_layoutfcn', [],... 'gui_callback', []); if nargin && ischar(varargin{1}) gui_state.gui_callback = str2func(varargin{1}); if nargout [varargout{1:nargout}] = gui_mainfcn(gui_state, varargin{:}); gui_mainfcn(gui_state, varargin{:}); % End initialization code - DO NOT EDIT % --- Executes on button press in Sak. function Sak_Callback(hObject, eventdata, handles) % --- Executes on button press in tombolreset. function tombolreset_callback(hobject, eventdata, handles) xlswrite('datalvq.xlsx', '0','nilai','B2:U2'); set(handles.namapenyakit,'string','','enable','on'); set(handles.waktu,'string','','enable','on'); set(handles.sul,'value',0); set(handles.per,'value',0); set(handles.bat,'value',0); set(handles.mua,'value',0); set(handles.sua,'value',0); set(handles.nye,'value',0); set(handles.mun,'value',0); set(handles.ada,'value',0); set(handles.lam,'value',0); set(handles.atp,'value',0); set(handles.sen,'value',0); set(handles.kem,'value',0); set(handles.ane,'value',0); set(handles.ras,'value',0); set(handles.pen,'value',0); set(handles.tm,'value',0); set(handles.md,'value',0); set(handles.kel,'value',0); set(handles.keh,'value',0); set(handles.sak,'value',0); function namapenyakit_callback(hobject, eventdata, handles) % --- Executes during object creation, after setting all properties. function namapenyakit_createfcn(hobject, eventdata, handles) if ispc && isequal(get(hobject,'backgroundcolor'), get(0,'defaultuicontrolbackgroundcolor')) set(hobject,'backgroundcolor','white'); % --- Executes on button press in tombolsimpan. function tombolsimpan_callback(hobject, eventdata, handles) a = get(handles.sul,'value'); b = get(handles.per,'value'); c = get(handles.bat,'value');

13 96 d = get(handles.mua,'value'); e = get(handles.sua,'value'); f = get(handles.nye,'value'); g = get(handles.mun,'value'); h = get(handles.ada,'value'); i = get(handles.lam,'value'); j = get(handles.atp,'value'); k = get(handles.sen,'value'); l = get(handles.kem,'value'); m = get(handles.ane,'value'); n = get(handles.ras,'value'); o = get(handles.pen,'value'); p = get(handles.tm,'value'); q = get(handles.md,'value'); r = get(handles.kel,'value'); s = get(handles.keh,'value'); t = get(handles.sak,'value'); penyakit= [a b c d e f g h i j k l m n o p q r s t]; for indeks = 1 : 20 if (penyakit(indeks) == 0) penyakit(indeks) = -1; penyakit(indeks) = 1; nm = get(handles.namapenyakit,'string'); if (strcmp(nm, 'Radang Kerongkongan 1')) xlswrite('lvq.xlsx',penyakit,'nilai','b1:u1'); if (strcmp(nm, 'Radang Kerongkongan 2')) xlswrite('lvq.xlsx',penyakit,'nilai','b2:u2'); if (strcmp(nm, 'Radang Kerongkongan 3')) xlswrite('lvq.xlsx',penyakit,'nilai','b3:u3'); if (strcmp(nm, 'Radang Kerongkongan 4')) xlswrite('lvq.xlsx',penyakit,'nilai','b4:u4'); if (strcmp(nm, 'Radang Kerongkongan 5')) xlswrite('lvq.xlsx',penyakit,'nilai','b5:u5'); if (strcmp(nm, 'Radang Lambung 1')) xlswrite('lvq.xlsx',penyakit,'nilai','b6:u6'); if (strcmp(nm, 'Radang Lambung 2')) xlswrite('lvq.xlsx',penyakit,'nilai','b7:u7'); if (strcmp(nm, 'Radang Lambung 3')) xlswrite('lvq.xlsx',penyakit,'nilai','b8:u8'); if (strcmp(nm, 'Radang Lambung 4')) xlswrite('lvq.xlsx',penyakit,'nilai','b9:u9'); if (strcmp(nm, 'Radang Lambung 5')) xlswrite('lvq.xlsx',penyakit,'nilai','b10:u10'); if (strcmp(nm, 'Tukak Lambung 1')) xlswrite('lvq.xlsx',penyakit,'nilai','b11:u11');

14 97 if (strcmp(nm, 'Tukak Lambung 2')) xlswrite('lvq.xlsx',penyakit,'nilai','b12:u12'); if (strcmp(nm, 'Tukak Lambung 3')) xlswrite('lvq.xlsx',penyakit,'nilai','b13:u13'); if (strcmp(nm, 'Tukak Lambung 4')) xlswrite('lvq.xlsx',penyakit,'nilai','b14:u14'); if (strcmp(nm, 'Tukak Lambung 5')) xlswrite('lvq.xlsx',penyakit,'nilai','b15:u15'); if (strcmp(nm, 'Kanker Lambung 1')) xlswrite('lvq.xlsx',penyakit,'nilai','b16:u16'); if (strcmp(nm, 'Kanker Lambung 2')) xlswrite('lvq.xlsx',penyakit,'nilai','b17:u17'); if (strcmp(nm, 'Kanker Lambung 3')) xlswrite('lvq.xlsx',penyakit,'nilai','b18:u18'); if (strcmp(nm, 'Kanker Lambung 4')) xlswrite('lvq.xlsx',penyakit,'nilai','b19:u19'); if (strcmp(nm, 'Kanker Lambung 5')) xlswrite('lvq.xlsx',penyakit,'nilai','b20:u20'); penyakit = []; pesan = msgbox('data telah disimpan', 'Berhasil'); function waktu_callback(hobject, eventdata, handles) % hobject handle to waktu (see GCBO) % --- Executes during object creation, after setting all properties. function waktu_createfcn(hobject, eventdata, handles) if ispc && isequal(get(hobject,'backgroundcolor'), get(0,'defaultuicontrolbackgroundcolor')) set(hobject,'backgroundcolor','white'); % --- Executes on button press in tombollatih. function tombollatih_callback(hobject, eventdata, handles) tstart = tic; %untuk waktu %target 1 x 20 w1_awal = [ ]; %kelas 1 w2_awal = [ ]; %kelas 2 w3_awal = [ ]; %kelas 3 w4_awal = [ ]; %kelas 4 input1 = xlsread('lvq.xlsx', 'nilai', 'B1:U1'); %1x20 input2 = xlsread('lvq.xlsx', 'nilai', 'B2:U2'); input3 = xlsread('lvq.xlsx', 'nilai', 'B3:U3'); input4 = xlsread('lvq.xlsx', 'nilai', 'B4:U4'); input5 = xlsread('lvq.xlsx', 'nilai', 'B5:U5'); %1x20 input6 = xlsread('lvq.xlsx', 'nilai', 'B6:U6'); input7 = xlsread('lvq.xlsx', 'nilai', 'B7:U7'); input8 = xlsread('lvq.xlsx', 'nilai', 'B8:U8'); input9 = xlsread('lvq.xlsx', 'nilai', 'B9:U9'); %1x20 input10 = xlsread('lvq.xlsx', 'nilai', 'B10:U10'); input11 = xlsread('lvq.xlsx', 'nilai', 'B11:U11'); input12 = xlsread('lvq.xlsx', 'nilai', 'B12:U12');

15 98 input13 = xlsread('lvq.xlsx', 'nilai', 'B13:U13'); %1x20 input14 = xlsread('lvq.xlsx', 'nilai', 'B14:U14'); input15 = xlsread('lvq.xlsx', 'nilai', 'B15:U15'); input16 = xlsread('lvq.xlsx', 'nilai', 'B16:U16'); input17 = xlsread('lvq.xlsx', 'nilai', 'B17:U17'); %1x20 input18 = xlsread('lvq.xlsx', 'nilai', 'B18:U18'); input19 = xlsread('lvq.xlsx', 'nilai', 'B19:U19'); input20 = xlsread('lvq.xlsx', 'nilai', 'B20:U20'); pola = [input1 ; input2 ; input3 ; input4; input5 ; input6 ; input7 ; input8 ; input9 ; input10; input11; input12; input13 ; input14 ; input15 ; input16 ; input17; input18; input19; input20]; kelas = [1 ; 2 ; 3 ; 4]; a = 0.05; max_epoch = ; epoch = 0; w11 = 0; w22 = 0; w33 = 0; w44 = 0; while epoch <= max_epoch for i = 1 : 20 %jumlah input for j = 1 : 20 %jumlah indeks input w11 = w11 + ((pola(i,j) - w1_awal(j))^2); w22 = w22 + ((pola(i,j) - w2_awal(j))^2); w33 = w33 + ((pola(i,j) - w3_awal(j))^2); w44 = w44 + ((pola(i,j) - w4_awal(j))^2); w11 = sqrt(w11); w22 = sqrt(w22); w33 = sqrt(w33); w44 = sqrt(w44); %mencari nilai minimum data = [w11 w22 w33 w44]; if (min(data) == w11) for j = 1 : 20 w1_baru(j) = w1_awal(j) + a * (pola(i,j) - w1_awal(j)); w1_awal = w1_baru; if (min(data) == w22) for j = 1 : 20 w2_baru(j) = w2_awal(j) + a * (pola(i,j) - w2_awal(j)); w2_awal = w2_baru; if (min(data) == w33) for j = 1 : 20 w3_baru(j) = w3_awal(j) + a * (pola(i,j) - w3_awal(j)); w3_awal = w3_baru; if (min(data) == w44)

16 99 for j = 1 : 20 w4_baru(j) = w4_awal(j) + a * (pola(i,j) - w4_awal(j)); w4_awal = w4_baru; epoch = epoch + 1; a = 0.1 * a; xlswrite('lvq.xlsx',epoch,'bobot','b2'); xlswrite('lvq.xlsx',w1_awal,'bobot','b3:u3'); xlswrite('lvq.xlsx',w2_awal,'bobot','b4:u4'); xlswrite('lvq.xlsx',w3_awal,'bobot','b5:u5'); xlswrite('lvq.xlsx',w4_awal,'bobot','b6:u6'); waktupengujian = toc(tstart); set(handles.waktu,'string',waktupengujian); pesan = msgbox('data telah dilatih', 'Berhasil'); LatihBAM function ujibam_callback(hobject, eventdata, handles) UjiBAM UjiLVQ.m function varargout = UjiLVQ(varargin) % UJILVQ M-file for UjiLVQ.fig gui_singleton = 1; gui_state = struct('gui_name', mfilename,... 'gui_singleton', gui_singleton,... 'gui_layoutfcn', [],... 'gui_callback', []); if nargin && ischar(varargin{1}) gui_state.gui_callback = str2func(varargin{1}); if nargout [varargout{1:nargout}] = gui_mainfcn(gui_state, varargin{:}); gui_mainfcn(gui_state, varargin{:}); % --- Executes on button press in tombolreset. function tombolreset_callback(hobject, eventdata, handles) xlswrite('datalvq.xlsx', '0','nilai','B2:U2'); set(handles.namapenyakit,'string','','enable','on'); set(handles.jenisobat,'string','','enable','on'); set(handles.waktuuji,'string','','enable','on'); set(handles.sul,'value',0); set(handles.per,'value',0); set(handles.bat,'value',0); set(handles.mua,'value',0); set(handles.sua,'value',0);

17 100 set(handles.nye,'value',0); set(handles.mun,'value',0); set(handles.ada,'value',0); set(handles.lam,'value',0); set(handles.atp,'value',0); set(handles.sen,'value',0); set(handles.kem,'value',0); set(handles.ane,'value',0); set(handles.ras,'value',0); set(handles.pen,'value',0); set(handles.tm,'value',0); set(handles.md,'value',0); set(handles.kel,'value',0); set(handles.keh,'value',0); set(handles.sak,'value',0); % --- Executes on button press in tombolhasil. function tombolhasil_callback(hobject, eventdata, handles) tstart=tic; a = get(handles.sul,'value'); b = get(handles.per,'value'); c = get(handles.bat,'value'); d = get(handles.mua,'value'); e = get(handles.sua,'value'); f = get(handles.nye,'value'); g = get(handles.mun,'value'); h = get(handles.ada,'value'); i = get(handles.lam,'value'); j = get(handles.atp,'value'); k = get(handles.sen,'value'); l = get(handles.kem,'value'); m = get(handles.ane,'value'); n = get(handles.ras,'value'); o = get(handles.pen,'value'); p = get(handles.tm,'value'); q = get(handles.md,'value'); r = get(handles.kel,'value'); s = get(handles.keh,'value'); t = get(handles.sak,'value'); penyakit= [a b c d e f g h i j k l m n o p q r s t]; for indeks = 1 : 20 if (penyakit(indeks) == 0) penyakit(indeks) = -1; penyakit(indeks) = 1; bobot1 = 0; bobot2 = 0; bobot3 = 0; bobot4 = 0;

18 101 w1_awal = xlsread('lvq.xlsx', 'bobot', 'B3:U3'); w2_awal = xlsread('lvq.xlsx', 'bobot', 'B4:U4'); w3_awal = xlsread('lvq.xlsx', 'bobot', 'B5:U5'); w4_awal = xlsread('lvq.xlsx', 'bobot', 'B6:U6'); for i = 1 : 20 bobot1 = bobot1 + ((penyakit(i) - w1_awal(i))^2); bobot2 = bobot2 + ((penyakit(i) - w2_awal(i))^2); bobot3 = bobot3 + ((penyakit(i) - w3_awal(i))^2); bobot4 = bobot4 + ((penyakit(i) - w4_awal(i))^2); matriks =[ bobot1 bobot2 bobot3 bobot4]; if (min(matriks) == bobot1) namapenyakit ='Radang Kerongkongan (reflux oesophagitis)'; jenisobat ='Ranitidin, Omeprazole, Domperidone, Antasida, Sukralfat'; if (min(matriks) == bobot2) namapenyakit ='Radang lambung (gastritis)'; jenisobat ='Omeprazole, Antasida, Bismuth, Amoxixilin, Claritromixin'; if (min(matriks) == bobot3) namapenyakit ='Tukak Lambung-Usus (ulcus pepticum)'; jenisobat ='Antasida, Bismuth, Sukralfat, Ranitidin, Omeprazole '; if (min(matriks) == bobot4) namapenyakit ='Kanker Lambung'; jenisobat ='Kemoterapi, Radiasi, Operasi'; namapenyakit ='Tidak Dikenali'; set(handles.namapenyakit,'string',namapenyakit); set(handles.jenisobat,'string',jenisobat); guidata(hobject, handles); waktupengujian = toc(tstart); set(handles.waktuuji,'string',waktupengujian); function namapenyakit_callback(hobject, eventdata, handles) % --- Executes during object creation, after setting all properties. function namapenyakit_createfcn(hobject, eventdata, handles) if ispc && isequal(get(hobject,'backgroundcolor'), get(0,'defaultuicontrolbackgroundcolor')) set(hobject,'backgroundcolor','white') Bantuan.m function varargout = Bantuan(varargin) % BANTUAN M-file for Bantuan.fig gui_singleton = 1; gui_state = struct('gui_name', mfilename,... 'gui_singleton', gui_singleton,... 'gui_layoutfcn', [],... 'gui_callback', []);

19 102 if nargin && ischar(varargin{1}) gui_state.gui_callback = str2func(varargin{1}); function keluar_callback(hobject, eventdata, handles) choice= questdlg ('Apakah Anda Ingin Keluar?','Konfirmasi',... 'Ya','Tidak','Tidak'); switch choice case 'Ya' close all; function ujibam_callback(hobject, eventdata, handles) UjiBAM function ujilvq_callback(hobject, eventdata, handles) UjiLVQ function latihbam_callback(hobject, eventdata, handles) LatihBAM function latihlvq_callback(hobject, eventdata, handles) LatihLVQ

20 B-1 CURRICULUM VITAE Nama : Kh Nisa Dewi Alamat Sekarang : Jl. Darussalam Sei Musi No 50A Alamat Orang Tua : P.Siantar Telp/ Hp : khnisadewi@gmail.com Riwayat Pidikan : S1 Ilmu Komputer, Medan : SMA Negeri 1 Dolok Batu Nanggar : SMP Negeri 1 Dolok Batu Nanggar : SD Negeri Laras Keahlian/Kursus yang diikuti Programming, Bahasa Inggris