Pelatihan Data KESIMPULAN DAN SARAN 92

b. Pelatihan Data

Tabel 17. Hasil pelatihan Data Ket Bobot Input Ke Hidden Hasil Trainning Bias Input Ke Hidden Hasil Trainning Bobot Hidden Ke Output Hasil Trainning Bias Hidden Ke Output Hasil Trainning kuadrat error Output Output 1 -1,64708 -0,85602 -0,30737 0,57845 0,006 0,429 0,2887 0,7525 5,7592 3,2789 2,0329 -0,7955 -9,83205 0,004 0,91039 0,30979 0,26405 0,52305 0,5045 0,1831 0,9914 0,4714 Output 2 -0,29935 -0,37391 -2,12299 -0,99854 0,7834 0,7912 0,33 0,4509 0,4353 0,7287 6,8505 2,1875 -10,1322 0,0144 0,7615 0,72391 1,0951 0,78784 0,145 0,2578 0,0282 0,8279 Output 3 -0,04473 1,37196 1,5808 0,67937 0,9926 0,8396 0,4093 0,8053 -0,0926 -0,7928 -0,7876 -0,3513 -0,8637 0,0703 0,32306 0,20207 0,32566 -0,18893 0,5476 0,2065 0,9627 0,9331 Output 4 0,2216 0,54492 0,81848 0,25721 0,3758 0,401 0,8414 0,4096 -2,1999 -2,1183 -1,1058 -1,9067 2,90345 0,0484 0,32658 0,51379 0,53206 0,70903 0,311 0,2956 0,8079 0,3096 Output 5 0,89632 0,69643 0,24224 0,64569 0,0142 0,2947 0,984 0,7613 2,6466 2,2357 0,2972 0,7305 -1,613 0,1471 0,92559 0,62222 0,92066 0,3409 0,6675 0,8901 0,2814 0,3681 Universitas Sumatera Utara Nilai y1 – y100  Output 1 Tabel 18. Nilai y1 – y100 Output 1 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 1 y1=0,6092 21 y21=0,0002 41 y41=0,0131 61 y61=0,0131 81 y81=0,013 2 y2=0,6586 22 y22=0,0002 42 y42=0,0131 62 y62=0,0131 82 y82=0,013 3 y3=0,6884 23 y23=0,0002 43 y43=0,0131 63 y63=0,0131 83 y83=0,013 4 y4=0,7047 24 y24=0,0002 44 y44=0,0131 64 y64=0,013 84 y84=0,013 5 y5=0,7112 25 y25=0,0002 45 y45=0,0131 65 y65=0,013 85 y85=0,013 6 y6=0,7098 26 y26=0,0002 46 y46=0,0131 66 y66=0,013 86 y86=0,013 7 y7=0,6949 27 y27=0,0002 47 y47=0,0131 67 y67=0,013 87 y87=0,013 8 y8=0,6788 28 y28=0,0132 48 y48=0,0131 68 y68=0,013 88 y88=0,013 9 y9=0,6553 29 y29=0,0132 49 y49=0,0131 69 y69=0,013 89 y89=0,013 10 y10=0,6054 30 y30=0,0132 50 y50=0,0131 70 y70=0,013 90 y90=0,013 11 y11=0,2826 31 y31=0,0132 51 y51=0,0131 71 y71=0,013 91 y91=0,0129 12 y12=0,1479 32 y32=0,0132 52 y52=0,0131 72 y72=0,013 92 y92=0,0129 13 y13=0,0885 33 y33=0,0132 53 y53=0,0131 73 y73=0,013 93 y93=0,0129 14 y14=0,0667 34 y34=0,0132 54 y54=0,0131 74 y74=0,013 94 y94=0,0129 15 y15=0,0525 35 y35=0,0132 55 y55=0,0131 75 y75=0,013 95 y95=0,0129 16 y16=0,0025 36 y36=0,0132 56 y56=0,0131 76 y76=0,013 96 y96=0,0129 17 y17=0,0003 37 y37=0,0131 57 y57=0,0131 77 y77=0,013 97 y97=0,0129 18 y18=0,0002 38 y38=0,0131 58 y58=0,0131 78 y78=0,013 98 y98=0,0129 19 y19=0,0002 39 y39=0,0131 59 y59=0,0131 79 y79=0,013 99 y99=0,0129 20 y20=0,0002 40 y40=0,0131 60 y60=0,0131 80 y80=0,013 100 y100=0,0129 Universitas Sumatera Utara  Output 2 Tabel 19. Nilai y1 – y100 Output 2 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 1 y1=0,0178 21 y21=0,7364 41 y41=0,0012 61 y61=0,0181 81 y81=0,018 2 y2=0,5176 22 y22=0,7266 42 y42=0,0012 62 y62=0,0181 82 y82=0,0179 3 y3=0,4525 23 y23=0,7106 43 y43=0,0012 63 y63=0,0181 83 y83=0,0179 4 y4=0,4092 24 y24=0,6879 44 y44=0,0012 64 y64=0,0181 84 y84=0,0179 5 y5=0,3837 25 y25=0,6578 45 y45=0,0012 65 y65=0,0181 85 y85=0,0179 6 y6=0,3721 26 y26=0,6196 46 y46=0,0012 66 y66=0,0181 86 y86=0,0179 7 y7=0,3714 27 y27=0,5744 47 y47=0,0012 67 y67=0,0181 87 y87=0,0179 8 y8=0,3798 28 y28=0,1696 48 y48=0,0012 68 y68=0,018 88 y88=0,0179 9 y9=0,3967 29 y29=0,007 49 y49=0,0012 69 y69=0,018 89 y89=0,0179 10 y10=0,4213 30 y30=0,0015 50 y50=0,0012 70 y70=0,018 90 y90=0,0179 11 y11=0,4531 31 y31=0,0015 51 y51=0,0011 71 y71=0,018 91 y91=0,0179 12 y12=0,4912 32 y32=0,0012 52 y52=0,001 72 y72=0,018 92 y92=0,0179 13 y13=0,5341 33 y33=0,0012 53 y53=0,0008 73 y73=0,018 93 y93=0,0179 14 y14=0,58 34 y34=0,0012 54 y54=0,0003 74 y74=0,018 94 y94=0,0179 15 y15=0,6266 35 y35=0,0012 55 y55=0,0001 75 y75=0,018 95 y95=0,0179 16 y16=0,6719 36 y36=0,0012 56 y56=0,0001 76 y76=0,018 96 y96=0,0178 17 y17=0,7068 37 y37=0,0012 57 y57=0,0001 77 y77=0,018 97 y97=0,0178 18 y18=0,7271 38 y38=0,0012 58 y58=0,0001 78 y78=0,018 98 y98=0,0178 19 y19=0,7374 39 y39=0,0012 59 y59=0,0181 79 y79=0,018 99 y99=0,0178 20 y20=0,7401 40 y40=0,0012 60 y60=0,0181 80 y80=0,018 100 y100=0,0178 Universitas Sumatera Utara  Output 3 Tabel 20. Nilai y1 – y100 Output 3 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 1 y1=0,0997 21 y21=0,0893 41 y41=0,3283 61 y61=0,1131 81 y81=0,0786 2 y2=0,0985 22 y22=0,0919 42 y42=0,3081 62 y62=0,1103 82 y82=0,1319 3 y3=0,0974 23 y23=0,0954 43 y43=0,2828 63 y63=0,1077 83 y83=0,1294 4 y4=0,0964 24 y24=0,0998 44 y44=0,2547 64 y64=0,1052 84 y84=0,1271 5 y5=0,0953 25 y25=0,1053 45 y45=0,2324 65 y65=0,1029 85 y85=0,1249 6 y6=0,0943 26 y26=0,1122 46 y46=0,2144 66 y66=0,1007 86 y86=0,1228 7 y7=0,0933 27 y27=0,1208 47 y47=0,1996 67 y67=0,0986 87 y87=0,1207 8 y8=0,0924 28 y28=0,0774 48 y48=0,1872 68 y68=0,0967 88 y88=0,1188 9 y9=0,0914 29 y29=0,0876 49 y49=0,1766 69 y69=0,0949 89 y89=0,117 10 y10=0,0905 30 y30=0,1014 50 y50=0,1674 70 y70=0,0931 90 y90=0,1152 11 y11=0,0897 31 y31=0,1208 51 y51=0,1594 71 y71=0,0915 91 y91=0,1135 12 y12=0,0888 32 y32=0,1466 52 y52=0,1524 72 y72=0,0899 92 y92=0,1119 13 y13=0,088 33 y33=0,1777 53 y53=0,1461 73 y73=0,0884 93 y93=0,1103 14 y14=0,0872 34 y34=0,2133 54 y54=0,1405 74 y74=0,087 94 y94=0,1088 15 y15=0,0864 35 y35=0,2512 55 y55=0,1355 75 y75=0,0857 95 y95=0,1074 16 y16=0,0856 36 y36=0,2871 56 y56=0,1309 76 y76=0,0843 96 y96=0,106 17 y17=0,0852 37 y37=0,3165 57 y57=0,1267 77 y77=0,0831 97 y97=0,1046 18 y18=0,0853 38 y38=0,3359 58 y58=0,1229 78 y78=0,0819 98 y98=0,1033 19 y19=0,086 39 y39=0,3439 59 y59=0,1194 79 y79=0,0808 99 y99=0,102 20 y20=0,0873 40 y40=0,3409 60 y60=0,1161 80 y80=0,0796 100 y100=0,1008 Universitas Sumatera Utara  Output 4 Tabel 21. Nilai y1 – y100 Output 4 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 1 y1=0,1696 21 y21=0,1167 41 y41=0,1447 61 y61=0,0124 81 y81=0,0123 2 y2=0,1654 22 y22=0,1152 42 y42=0,1589 62 y62=0,0124 82 y82=0,0123 3 y3=0,1614 23 y23=0,1136 43 y43=0,1771 63 y63=0,0124 83 y83=0,0123 4 y4=0,1576 24 y24=0,1122 44 y44=0,2006 64 y64=0,0124 84 y84=0,0123 5 y5=0,1541 25 y25=0,1108 45 y45=0,2227 65 y65=0,0124 85 y85=0,0123 6 y6=0,1508 26 y26=0,1094 46 y46=0,2412 66 y66=0,0124 86 y86=0,0123 7 y7=0,1476 27 y27=0,1081 47 y47=0,2541 67 y67=0,0124 87 y87=0,0123 8 y8=0,1447 28 y28=0,1068 48 y48=0,2602 68 y68=0,0124 88 y88=0,0123 9 y9=0,1419 29 y29=0,1056 49 y49=0,2588 69 y69=0,0124 89 y89=0,0123 10 y10=0,1392 30 y30=0,1044 50 y50=0,2503 70 y70=0,0124 90 y90=0,0123 11 y11=0,1366 31 y31=0,1032 51 y51=0,2392 71 y71=0,0124 91 y91=0,0123 12 y12=0,1342 32 y32=0,1025 52 y52=0,2292 72 y72=0,0124 92 y92=0,0123 13 y13=0,1319 33 y33=0,1027 53 y53=0,2202 73 y73=0,0124 93 y93=0,0123 14 y14=0,1297 34 y34=0,1038 54 y54=0,212 74 y74=0,0124 94 y94=0,0123 15 y15=0,1276 35 y35=0,1057 55 y55=0,2045 75 y75=0,0124 95 y95=0,0123 16 y16=0,1256 36 y36=0,1087 56 y56=0,1977 76 y76=0,0123 96 y96=0,0123 17 y17=0,1237 37 y37=0,1127 57 y57=0,1914 77 y77=0,0123 97 y97=0,0123 18 y18=0,1219 38 y38=0,118 58 y58=0,1856 78 y78=0,0123 98 y98=0,0123 19 y19=0,1201 39 y39=0,1249 59 y59=0,1802 79 y79=0,0123 99 y99=0,0123 20 y20=0,1184 40 y40=0,1336 60 y60=0,0124 80 y80=0,0123 100 y100=0,1742 Universitas Sumatera Utara  Output 5 Tabel 22. Nilai y1 – y100 Output 5 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 Indeks Data Ke - Nilai y1 - y100 1 y1=0,8475 21 y21=0,2528 41 y41=0,14 61 y61=0,5986 81 y81=0,8356 2 y2=0,8283 22 y22=0,2414 42 y42=0,1374 62 y62=0,6281 82 y82=0,8395 3 y3=0,8057 23 y23=0,2311 43 y43=0,1349 63 y63=0,6538 83 y83=0,8432 4 y4=0,779 24 y24=0,2218 44 y44=0,1326 64 y64=0,6763 84 y84=0,9865 5 y5=0,7478 25 y25=0,2134 45 y45=0,1329 65 y65=0,696 85 y85=0,9865 6 y6=0,712 26 y26=0,2058 46 y46=0,136 66 y66=0,7132 86 y86=0,9865 7 y7=0,672 27 y27=0,1988 47 y47=0,1419 67 y67=0,7284 87 y87=0,9865 8 y8=0,6286 28 y28=0,1924 48 y48=0,1511 68 y68=0,7419 88 y88=0,9865 9 y9=0,5835 29 y29=0,1864 49 y49=0,1647 69 y69=0,7539 89 y89=0,9865 10 y10=0,5386 30 y30=0,181 50 y50=0,1841 70 y70=0,7646 90 y90=0,9865 11 y11=0,4956 31 y31=0,1759 51 y51=0,209 71 y71=0,7743 91 y91=0,9865 12 y12=0,4558 32 y32=0,1712 52 y52=0,2382 72 y72=0,7831 92 y92=0,9865 13 y13=0,4199 33 y33=0,1668 53 y53=0,272 73 y73=0,791 93 y93=0,9865 14 y14=0,3882 34 y34=0,1627 54 y54=0,3103 74 y74=0,7983 94 y94=0,9865 15 y15=0,3604 35 y35=0,1588 55 y55=0,3523 75 y75=0,8049 95 y95=0,9865 16 y16=0,3361 36 y36=0,1552 56 y56=0,3969 76 y76=0,811 96 y96=0,9865 17 y17=0,3149 37 y37=0,1518 57 y57=0,4422 77 y77=0,8167 97 y97=0,9865 18 y18=0,2964 38 y38=0,1486 58 y58=0,4862 78 y78=0,8219 98 y98=0,9866 19 y19=0,28 39 y39=0,1456 59 y59=0,5275 79 y79=0,8268 99 y99=0,9866 20 y20=0,2656 40 y40=0,1427 60 y60=0,5652 80 y80=0,8313 100 y100=0,9866 Universitas Sumatera Utara Universitas Sumatera Utara

c. Bobot Terbaik Hasil Pelatihan Tabel 23. Bobot Terbaik Hasil Pelatihan Pada Epoch ke 100