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96
LAMPIRAN
97
Lampiran 1. Perbandingan pemutuan Kelopak manual dengan pemutuan menggunakan program sortasi pengolahan citra Pemutuan No
Area
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
7561 9756 7914 7190 7865 9016 7548 6999 7456 6889 7676 7241 7420 8673 7440 7716 8114 7807 7292 7193 7604 7263 6896 7031 7027 7020 7007
28 29 30 31 32 33 34
8807 8932 8811 7033 8255 7120 7750
Manual Citra 4 4 4 4 4 4 4 4 4 4 4 4 4 4 3 3 4 4 3 3 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 3 3 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4
4 4 4 4 4 4 4
Pemutuan No
Area
35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61
9001 8871 7732 7005 7125 7745 7622 8144 8112 7914 9016 8673 7716 7031 7007 8932 7033 9001 7125 7622 6680 6562 6575 6374 6381 5887 5984
62 63 64 65 66 67 68
6946 6960 5711 6135 5920 5949 6040
Manual Citra 4 4 4 4 4 4 4 4 4 4 4 4 4 3 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3
3 3 2 3 3 3 3
Pemutuan No
Area
69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95
6678 6348 5087 4813 4414 4358 5427 5461 5078 4381 4506 4584 3691 3706 3457 3682 3648 3370 3546 3585 3183 3733 3749 3762 3877 3585 3734
Manual Citra 3 3 3 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
98
Lampiran 2. Perbandingan antara pemutuan secara manual dengan pemutuan menggunakan program sortasi pengolahan citra Mutu Super 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
Rejek
0.3779 0.3853 0.3731 0.3749 0.3766 0.3876 0.4034 0.4152 0.4091 0.4088 0.3883 0.3756 0.3892 0.3713 0.3864 0.3941 0.3665 0.3786
0.2439 0.2378 0.2453 0.2307 0.2321 0.2422 0.2355 0.2421 0.2349 0.2465 0.2471 0.2303 0.2437 0.2731 0.2567 0.2598 0.2298 0.2526
0.2685 0.2867 0.2642 0.3080 0.3038 0.2735 0.2934 0.2737 0.2955 0.2606 0.2589 0.3093 0.2689 0.1809 0.2300 0.2210 0.3109 0.2424
90.2587 99.2163 87.8217 102.0997 101.7176 102.0310 95.2958 87.9133 93.6533 84.8015 77.0885 101.6879 96.6320 71.9099 79.6203 78.1424 98.2270 87.5553
0.3687 0.3746 0.3817 0.3861 0.3753 0.3890 0.3927 0.3911 0.3918 0.3912 0.3828 0.3975 0.3781 0.3791 0.3767 0.3759 0.3704 0.3685 0.3795 0.3788
0.2366 0.2288 0.2374 0.2408 0.2400 0.2512 0.2510 0.2510 0.2525 0.2566 0.2544 0.2553 0.2295 0.2330 0.2261 0.2615 0.2488 0.2551 0.2402 0.2525
0.2903 0.3138 0.2880 0.2776 0.2801 0.2466 0.2471 0.2471 0.2426 0.2303 0.2369 0.2344 0.3120 0.3013 0.3220 0.2156 0.2535 0.2346 0.2795 0.2432
85.6502 105.3300 102.1787 100.3812 90.0363 77.0682 76.5785 76.5642 74.7784 73.7757 72.5355 75.5323 106.2353 104.0586 102.1306 78.2179 81.7391 77.0640 94.9340 92.6029
Mutu I 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32
0.3451 0.3497 0.3437 0.3435 0.3466 0.3438 0.3488 0.3499 0.3465 0.3493 0.3504 0.3460 0.3447 0.3457 0.3500 0.3490 0.3432 0.3698 0.3767 0.3835 0.3638 0.3662 0.3666 0.3636 0.3693 0.3691 0.3639 0.3639 0.3587 0.3612 0.3607 0.3584
0.2950 0.2883 0.2922 0.2859 0.2858 0.2919 0.2942 0.2951 0.2860 0.2854 0.2814 0.2882 0.2969 0.2890 0.2825 0.2902 0.2911 0.2821 0.2823 0.2841 0.2929 0.2878 0.2826 0.2836 0.2796 0.2819 0.2894 0.2886 0.2918 0.2929 0.2894 0.2865
0.1165 0.1367 0.1243 0.1431 0.1454 0.1260 0.1195 0.1164 0.1432 0.1455 0.1567 0.1383 0.1117 0.1338 0.1536 0.1329 0.1285 0.1541 0.1533 0.1477 0.1217 0.1368 0.1524 0.1497 0.1617 0.1547 0.1324 0.1347 0.1252 0.1215 0.1319 0.1413
60.6231 60.5405 59.3041 60.1917 61.3763 58.7124 63.3902 61.9419 59.7718 62.2409 61.9251 62.8896 58.4829 58.4054 61.7406 60.3629 57.8967 64.5164 66.4761 63.7873 68.5020 69.3435 69.9621 69.3158 71.6436 69.7761 67.0923 64.1325 64.8339 62.2872 63.7643 67.2442
99
Lampiran 3.
No
Diameter
Perbandingan pemutuan secara manual dengan pemutuan menggunakan program pengolahan citra dari atas Mutu Pengukuran
Mutu citra
Area
No
Diameter
Mutu Pengukuran
Mutu citra
Area
1
62.5
I
10083
I
48
57.12
I
8496
II
2
65.5
SUPER
10569
SUPER
49
56.9
I
8824
I
3
70.4
SUPER
13336
SUPER
50
59.65
I
9144
I
4 5 6 7 8 9 10 11 12 13
66.27 66.73 65.22 65.2 64.2 63.13 68.3 69 67.4 67.62
SUPER SUPER SUPER SUPER I I SUPER SUPER SUPER SUPER
10466 11748 12992 10139 11000 11007 13809 14459 12849 13169
I SUPER SUPER I SUPER SUPER SUPER SUPER SUPER SUPER
51 52 53 54 55 56 57 58 59 60
55.8 68.08 61.78 69.77 61.88 59.23 65.85 67.22 59.85 58.3
I SUPER I SUPER I I SUPER SUPER I I
9117 12967 13493 11108 10365 9674 10430 11123 9913 9000
I SUPER SUPER SUPER I I I SUPER I I
14 15 16
64.2 60.9 61.8
I I I
10836 9906 9838
SUPER I I
61 62 63
72.1 63.13 67.33
SUPER I SUPER
14306 9481.33 12576.67
SUPER I SUPER
17
61.33
I
9772
I
64
67.7
SUPER
10761.67
SUPER
18
60.73
I
9568
I
65
64.23
I
10012.33
I
19
60.97
I
9313
I
66
64.67
I
10355.33
I
20
58.27
I
8268
II
67
64.63
I
10404.33
I
21
58.07
I
9866
I
68
67
SUPER
10423.33
I
22
69.87
SUPER
13382
SUPER
69
69.13
SUPER
12004.67
SUPER
23
64.47
I
13147
SUPER
70
63.67
I
9988.67
I
24
68.07
SUPER
15174
SUPER
71
62.17
I
9397.67
I
25
68.27
SUPER
15145
SUPER
72
63.8
I
10101.33
26
69.8
SUPER
13564
SUPER
73
71.13
SUPER
27
69.13
SUPER
14769
SUPER
74
60.34
I
8754.33
I
28
68.52
SUPER
13705
SUPER
75
71.14
SUPER
13400.67
SUPER
29
66.78
SUPER
14161
SUPER
76
69.7
SUPER
12455
SUPER
30
59.72
I
9288
I
77
61.77
I
8772.67
I
31
67.18
SUPER
13998
SUPER
78
68.4
SUPER
12001.33
SUPER
32
67.07
SUPER
13919
SUPER
79
71.1
SUPER
13444.33
SUPER
33
68.2
SUPER
14121
SUPER
80
59.43
I
9881.67
I
34
62.88
I
10427
I
81
63.33
I
9531.67
I
35
65.7
SUPER
13033
SUPER
82
66.43
SUPER
11203.33
SUPER
36
69.87
SUPER
13576
SUPER
83
59.17
I
8744.67
37
63.93
I
9838
I
84
66.73
SUPER
38
69.17
SUPER
14564
SUPER
85
60.33
I
39
63.83
I
9884
I
86
66.47
SUPER
40
62.47
I
9996
I
87
62.53
I
9882.67
I
41
66.83
SUPER
13188
SUPER
88
67.43
SUPER
11914.33
SUPER
13472
11083 8639.33 11111
I SUPER
I SUPER I SUPER
42
61.6
I
11307
SUPER
89
61.53
I
8923.67
I
43
62.25
I
9970
I
90
65.97
SUPER
10595.33
SUPER
44
59.67
I
9127
I
91
63.4
I
45
58.48
I
9284
I
92
55.17
I
8822
46
65.68
SUPER
10035
I
93
55.2
I
9286.33
I
47
66.37
SUPER
13731
SUPER
94
60.77
I
8700
I
9526
I I
100
Lampiran 3. Lanjutan…. No
Diameter
Mutu Pengukuran
Area
95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143
67.7 59.57 60.9 61.17 60.93 55.2 59.37 61.5 55.77 59.7 58.8 55.4 59.1 57.98 59.63 69.17 71.18 63.9 70.63 65.97 65.82 64.03 62.25 65.62 58.62 60.78 63.9 61.4 59.7 68.42 65.33 67.05 62.47 63.68 60.3 63.07 63.42 63.88 65 63.05 61.65 67.02 61.57 58.78 61.4 65.48 55.2 59.18 54.6
SUPER I I I I I I I I I I I I I I SUPER SUPER I SUPER SUPER SUPER I I SUPER I I I I I SUPER SUPER SUPER I I I I I I I I I SUPER I I I SUPER I I II
11534.67 8888.33 9136.67 9572.67 8535.33 8905 9013.33 10157 10288 9031.33 9131.67 10472 9121.33 9649.67 9344.67 12544.33 13296.67 10149 13521.67 10927.33 10351.67 9988.33 9107 10718 8088.67 8703.33 9703 9119.33 8728.33 12045.33 10480 11890.67 8542 10073.33 8937 9934.33 10073.33 9987 9960.67 9664.33 10488.67 10702.67 9309.67 9828 8928.67 10471.33 9723 9891.67 6945.33
Mutu citra SUPER I I I I I I I I I I I I I I SUPER SUPER I SUPER SUPER I I I SUPER II I I I I SUPER I SUPER I I I I I I I I I SUPER I I I I I I II
No
Diameter
144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191
71.13 58.95 63.57 58.17 66.08 63.67 58.68 67.03 61.13 64.98 61.67 62.12 65.43 66.68 65.65 62.48 61.22 58.15 70.4 58.58 60.43 61.35 58.3 61.73 63.22 67 57.75 57.53 60.7 58.77 57.3 57.97 56.8 62.6 64.22 59.92 65.57 58.57 57.63 66.2 64.35 68.93 63.57 70.62 62.77 72.1 54 54
Mutu Pengukuran
SUPER I I I SUPER I I SUPER I I I I SUPER SUPER SUPER I I I SUPER I I I I I I SUPER I I I I I I I I I I SUPER I I SUPER I SUPER I SUPER I SUPER II II
Area
Mutu citra
13485.67 8615 11055.33 8623.67 11215.5 10147 8420 10807 8989 10335.5 8583 9412.5 11117 11466.5 11282.5 8998 8940 10392.5 13256 10303 9696.5 9087 8554 9113 10995 11739 8390 8662.5 9632.5 9758.5 9476.5 9776.5 9734 10441.5 10592 8918 11822.5 8847.5 8385 11558.5 10321 12112 9717.5 12756.5 9379 14306 5844 6029
SUPER I SUPER I SUPER I II SUPER I I I I SUPER SUPER SUPER I I I SUPER I I I I I SUPER SUPER II I I I I I I I SUPER I SUPER I II SUPER I SUPER I SUPER I SUPER II II
101
Lampiran 4. Pemutuan Manggis Secara Manual
No 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47
Diameter 62.5 65.5 70.4 66.27 66.73 65.22 65.2 64.2 63.13 68.3 69 67.4 67.62 64.2 60.9 61.8 61.33 60.73 60.97 58.27 58.07 69.87 64.47 68.07 68.27 69.8 69.13 68.52 66.78 59.72 67.18 67.07 68.2 62.88 65.7 69.87 63.93 69.17 63.83 62.47 66.83 61.6 62.25 59.67 58.48 65.68 66.37
Mutu Pengukuran I SUPER SUPER SUPER SUPER SUPER SUPER I I SUPER SUPER SUPER SUPER I I I I I I I I SUPER I SUPER SUPER SUPER SUPER SUPER SUPER I SUPER SUPER SUPER I SUPER SUPER I SUPER I I SUPER I I I I SUPER SUPER
Mutu Manual I 1 SUPER SUPER SUPER I I I I SUPER SUPER SUPER SUPER I I I I I I I I SUPER SUPER SUPER SUPER SUPER SUPER SUPER SUPER I SUPER I SUPER I I SUPER I SUPER I I I I I I I SUPER SUPER
No 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94
Diameter 57.12 56.9 59.65 55.8 68.08 61.78 69.77 61.88 59.23 65.85 67.22 59.85 58.3 72.1 63.13 67.33 67.7 64.23 64.67 64.63 67 69.13 63.67 62.17 63.8 71.13 60.34 71.14 69.7 61.77 68.4 71.1 59.43 63.33 66.43 59.17 66.73 60.33 66.47 62.53 67.43 61.53 65.97 63.4 55.17 55.2 60.77
Mutu Pengukuran I I I I SUPER I SUPER I I SUPER SUPER I I SUPER I SUPER SUPER I I I SUPER SUPER I I I SUPER I SUPER SUPER I SUPER SUPER I I SUPER I SUPER I SUPER I SUPER I SUPER I I I I
Mutu Manual I II I II SUPER I SUPER I I I SUPER I II SUPER I I I SUPER SUPER SUPER I SUPER I I SUPER SUPER I SUPER SUPER I SUPER SUPER II SUPER SUPER I I I SUPER I SUPER I I I II II I
102
Lampiran 4. Lanjutan No 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143
Diameter 67.7 59.57 60.9 61.17 60.93 55.2 59.37 61.5 55.77 59.7 58.8 55.4 59.1 57.98 59.63 69.17 71.18 63.9 70.63 65.97 65.82 64.03 62.25 65.62 58.62 60.78 63.9 61.4 59.7 68.42 65.33 67.05 62.47 63.68 60.3 63.07 63.42 63.88 65 63.05 61.65 67.02 61.57 58.78 61.4 65.48 55.2 59.18 54.6
Mutu Pengukuran SUPER I I I I I I I I I I I I I I SUPER SUPER I SUPER SUPER SUPER I I SUPER I I I I I SUPER SUPER SUPER I I I I I I I I I SUPER I I I SUPER I I II
Mutu Manual SUPER I I I I II I I II I I II I II I SUPER SUPER SUPER SUPER SUPER I I I I I I I I I SUPER I SUPER I I I I I I I I I SUPER I I I I II I II
No 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191
Diameter 71.13 58.95 63.57 58.17 66.08 63.67 58.68 67.03 61.13 64.98 61.67 62.12 65.43 66.68 65.65 62.48 61.22 58.15 70.4 58.58 60.43 61.35 58.3 61.73 63.22 67 57.75 57.53 60.7 58.77 57.3 57.97 56.8 62.6 64.22 59.92 65.57 58.57 57.63 66.2 64.35 68.93 63.57 70.62 62.77 72.1 54 54
Mutu Pengukuran SUPER I I I SUPER I I SUPER I I I I SUPER SUPER SUPER I I I SUPER I I I I I I SUPER I I I I I I I I I I SUPER I I SUPER I SUPER I SUPER I SUPER II II
Mutu Manual SUPER I I II SUPER I I SUPER I I I I I I SUPER I I I SUPER I I I I I I SUPER II II I II II II I I I I SUPER I II SUPER I SUPER I SUPER I SUPER II II
103
Lampiran 5. Perbandingan pemutuan secara manual dengan pemutuan menggunakan program sortasi pengolahan citra dari samping Mutu Pengukuran
Area
62.5
I
9738
2
65.5
I
3 4 5 6 7 8
70.4 66.27 66.73 65.22 65.2 64.2
SUPER I SUPER SUPER I I
No
Diameter
1
Mutu Citra
Mutu Pengukuran
Mutu Citra
No
Diameter
Area
I
48
57.12
I
9466.5
I
11691.67
SUPER
49
56.9
I
11121.5
I
13597.67 11692 12767.33 12424.67 11619 11560
SUPER SUPER SUPER SUPER SUPER I
50 51 52 53 54 55
59.65 55.8 68.08 61.78 69.77 61.88
I II SUPER I SUPER I
9823 8962 13878 10664 15599.5 11627.5
I I SUPER I SUPER I
9
63.13
I
11405.33
I
56
59.23
I
10
68.3
SUPER
13790.33
SUPER
57
65.85
SUPER
12657.5
SUPER
11 12 13 14 15 16 17 18 19 20 21 22 23
69 67.4 67.62 64.2 60.9 61.8 61.33 60.73 60.97 58.27 58.07 69.87 64.47
SUPER SUPER SUPER I I I I I I I I SUPER I
14084.33 12308.33 12312.67 11563.67 10161.33 9500.67 10669.33 10520.33 11348 10312.33 10657.33 14118.33 11921.33
SUPER SUPER SUPER I I I I I I I I SUPER I
58 59 60 61 62 63 64 65 66 67 68 69 70
67.22 59.85 58.3 72.1 63.13 67.33 67.7 64.23 64.67 64.63 67 69.13 63.67
SUPER I I SUPER I SUPER SUPER SUPER I SUPER SUPER SUPER I
13696 10794.5 10060.5 15227 10402.33 13497.67 13682.67 12433.33 11276.33 12325.33 13644.33 12925.67 10909.67
SUPER I I SUPER I SUPER SUPER I I I SUPER SUPER I
24 25
68.07 68.27
SUPER SUPER
14623.33 14677.33
SUPER SUPER
71 72
62.17 63.8
I I
10318.67 11022.33
I I
26
69.8
SUPER
13741
SUPER
73
71.13
SUPER
27
69.13
SUPER
13978.33
SUPER
74
60.34
I
9675.33
28
68.52
SUPER
13048
SUPER
75
71.14
SUPER
14321.67
SUPER
29
66.78
SUPER
13460.67
SUPER
76
69.7
SUPER
13376
SUPER
30
59.72
I
9647.33
I
77
61.77
I
9693.67
I
31
67.18
SUPER
12968
SUPER
78
68.4
SUPER
12922.33
SUPER
32
67.07
SUPER
13216
SUPER
79
71.1
SUPER
14365.33
SUPER
33
68.2
SUPER
13833.67
SUPER
80
59.43
I
9102.67
I
34
62.88
I
11391.67
I
81
63.33
I
10452.67
I
35
65.7
SUPER
12372.33
SUPER
82
66.43
SUPER
12124.33
SUPER
36
69.87
SUPER
13811
SUPER
83
59.17
II
8565.67
I
37
63.93
I
11448.67
I
84
66.73
SUPER
38
69.17
SUPER
14342.67
SUPER
85
60.33
I
39
63.83
I
I
86
66.47
SUPER
40
62.47
I
41
66.83
SUPER
42
61.6
I
43 44
62.25 59.67
45
58.48
11359 9790
10547
14393
12004 9560.33 12032
I
SUPER I
SUPER I SUPER
I
87
62.53
I
10803.67
I
SUPER
88
67.43
SUPER
12835.33
SUPER
11871
I
89
61.53
I
9844.67
I
I I
11382.5 10454.5
I I
90 91
65.97 63.4
SUPER I
12116.33 10447
SUPER I
I
10436.5
I
92
55.17
I
13980.5
9443
I
46
65.68
SUPER
12169
SUPER
93
55.2
II
8907.33
I
47
66.37
SUPER
13535.5
SUPER
94
60.77
I
9621
I
104
Lampiran 5. Lanjutan… No
Diameter
Mutu Pengukuran
Mutu Citra
Area
No
Diameter
Mutu Pengukuran
Mutu Citra
Area
95
67.7
SUPER
12455.67
SUPER
144
71.13
SUPER
96
59.57
I
9809.33
I
145
58.95
I
97 98 99 100 101 102
60.9 61.17 60.93 55.2 59.37 61.5
I I I I I I
9757.67 10493.67 10156.33 9526 9534.33 9978
I I I I I I
146 147 148 149 150 151
63.57 58.17 66.08 63.67 58.68 67.03
I I SUPER I I SUPER
11676.33 9444.67 12436.5 10868 9641 12028
I I SUPER I I SUPER
103 104 105 106 107 108 109 110 111 112 113 114 115 116 117
55.77 59.7 58.8 55.4 59.1 57.98 59.63 69.17 71.18 63.9 70.63 65.97 65.82 64.03 62.25
II I I I I I I SUPER SUPER I SUPER SUPER SUPER I I
8909 9552.33 9652.67 9993 9642.33 10170.67 9865.67 14265.33 15017.67 11870 15242.67 12648.33 12072.67 11709.33 10828
I I I I I I I SUPER SUPER I SUPER SUPER SUPER I I
152 153 154 155 156 157 158 159 160 161 162 163 164 165 166
61.13 64.98 61.67 62.12 65.43 66.68 65.65 62.48 61.22 58.15 70.4 58.58 60.43 61.35 58.3
I SUPER I I SUPER SUPER SUPER I I I SUPER I I I I
10210 12556.5 9804 10633.5 12338 12687.5 12503.5 10219 10161 9613.5 14477 9424 10417.5 9808 9275
I I I I SUPER SUPER SUPER I I I SUPER I I I I
118 119 120
65.62 58.62 60.78
SUPER I I
12439 9809.67 10094.33
SUPER I I
167 168 169
61.73 63.22 67
I I SUPER
9834 11716 12960
I I SUPER
121 122
63.9 61.4
I I
11424 9740.33
I I
170 171
57.75 57.53
II I
7951 9783.5
I I
123 124
59.7 68.42
I SUPER
10449.33 13766.33
I SUPER
172 173
60.7 58.77
I I
10753.5 9679.5
I I
125
65.33
SUPER
12201
SUPER
174
57.3
I
10197.5
I
126
67.05
SUPER
13611.67
SUPER
175
57.97
I
9397.5
I
127
62.47
I
10263
I
176
56.8
II
8355
I
128
63.68
SUPER
12794.33
I
177
62.6
I
11162.5
I
129
60.3
I
10658
I
178
64.22
SUPER
12813
I
130
63.07
SUPER
12655.33
I
179
59.92
I
9339
I
131
63.42
SUPER
12794.33
I
180
65.57
SUPER
12243.5
SUPER
132
63.88
12708
I
181
58.57
I
9268.5
I
133
65
I
11681.67
I
182
57.63
I
9506
134
63.05
I
11385.33
I
183
66.2
SUPER
SUPER
14706.67 9236
12779.5
SUPER I
I SUPER
135
61.65
I
10209.67
I
184
64.35
SUPER
12542
I
136
67.02
SUPER
12423.67
SUPER
185
68.93
SUPER
13333
SUPER
137 138
61.57 58.78
I I
11030.67 10049
I I
186 187
63.57 70.62
I SUPER
10938.5 13977.5
I SUPER
139
61.4
I
10649.67
I
188
62.77
I
10600
I
140
65.48
SUPER
12192.33
SUPER
189
72.1
SUPER
15527
SUPER
141
55.2
II
8444
I
190
54
II
6944
II
142
59.18
I
9512.67
I
191
54
II
7129
II
143
54.6
II
8166.33
II
105
Lampiran 6. Data Pelatihan JST I No 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45
Biner 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Area 16913 16994 16176 17752 17895 19425 15885 17507 16702 15865 16599 14123 17994 17363 14342 14256 14794 15340 12934 12370 15419 13893 14211 14318 14324 14977 15268 15336 15178 15312 12381 9242 9400 9361 9252 8501 8193 13272 15071 14593 16424 13960 15204 14836 12654
r 0.3753 0.3698 0.393 0.3787 0.3749 0.3759 0.3856 0.3659 0.3644 0.3619 0.3687 0.3807 0.3879 0.3662 0.3843 0.3926 0.3706 0.3713 0.3693 0.3644 0.3762 0.3704 0.3711 0.3857 0.3858 0.3927 0.3928 0.3762 0.3748 0.3778 0.3666 0.3888 0.3838 0.3838 0.3794 0.3805 0.3687 0.3469 0.3485 0.3507 0.3469 0.3439 0.3438 0.3509 0.3449
b 0.2623 0.25 0.2609 0.2415 0.2322 0.2279 0.2577 0.2323 0.2289 0.2557 0.232 0.2416 0.2453 0.2287 0.24 0.2581 0.2484 0.2452 0.2523 0.2315 0.2638 0.2366 0.2315 0.2364 0.2366 0.255 0.2457 0.2613 0.2476 0.2514 0.2399 0.2456 0.2471 0.2488 0.2398 0.2439 0.2342 0.2908 0.2934 0.2886 0.2924 0.2957 0.2983 0.284 0.2953
S 0.2131 0.2501 0.2178 0.2755 0.3037 0.3166 0.2271 0.3035 0.3134 0.2331 0.3042 0.2755 0.2643 0.3142 0.2803 0.226 0.2552 0.2649 0.2433 0.3059 0.2092 0.2906 0.3063 0.2911 0.2907 0.2356 0.263 0.2167 0.2575 0.2462 0.2805 0.2634 0.259 0.2538 0.2808 0.2685 0.2976 0.1294 0.1202 0.1346 0.1255 0.1137 0.1084 0.1507 0.1157
I 79.111 82.7047 79.0783 95.737 102.6917 103.2688 80.4876 99.4908 95.8368 77.3063 92.3305 113.3274 97.5759 96.0234 125.9015 81.1816 85.2602 89.3359 80.6932 91.8926 74.2074 94.7773 98.3192 98.5808 98.3542 89.6156 86.0326 79.7756 87.5306 82.2107 81.6036 93.4456 89.865 91.3387 93.4143 83.7837 86.7475 61.8957 63.2928 62.2077 66.975 59.8092 66.5278 70.605 61.4857
Kec. 0.131 0.137 0.131 0.138 0.137 0.13 0.147 0.154 0.191 0.135 0.131 0.148 0.134 0.18 0.13 0.139 0.145 0.165 0.139 0.134 0.14 0.13 0.139 0.142 0.134 0.142 0.139 0.132 0.142 0.14 0.142 0.134 0.142 0.139 0.132 0.142 0.14 0.131 0.1387 0.1351 0.1273 0.1277 0.1234 0.1257 0.1148
106
Lampiran 6. Lanjutan. NO 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90
Biner 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Area 12766 12677 12615 12917 12761 11211 11215 10704 10661 10949 10845 10397 10302 13539 13738 14425 14199 11995 11674 14720 14743 11810 11709 11426 11167 15172 15422 13887 14181 15825 13386 13454 16515 16409 13154 13039 15555 16595 16600 17144 17007 16850 14081 14397 13108
r 0.3495 0.3436 0.3434 0.3492 0.3464 0.3487 0.3528 0.3448 0.3437 0.3476 0.3541 0.3502 0.3499 0.3439 0.3476 0.3505 0.3455 0.3423 0.3549 0.3483 0.3508 0.3423 0.3407 0.3455 0.3499 0.3435 0.3495 0.3399 0.3482 0.3452 0.3406 0.3438 0.3397 0.3401 0.3411 0.3459 0.368 0.3594 0.3655 0.3852 0.3724 0.3741 0.3693 0.3761 0.3829
b 0.2887 0.2925 0.2863 0.2903 0.2914 0.2819 0.2774 0.2881 0.2945 0.2837 0.2731 0.2803 0.2791 0.2905 0.2849 0.2858 0.2944 0.2935 0.2823 0.2895 0.2975 0.2882 0.2956 0.2897 0.2842 0.294 0.2879 0.2997 0.2882 0.2935 0.3015 0.2934 0.3009 0.3055 0.2992 0.2945 0.2849 0.2869 0.2885 0.2837 0.2881 0.271 0.2827 0.2828 0.2845
S 0.1357 0.1234 0.1421 0.1299 0.127 0.1561 0.1696 0.138 0.1197 0.1499 0.1816 0.161 0.1638 0.131 0.1464 0.1439 0.1182 0.1207 0.1536 0.1326 0.1083 0.1367 0.1148 0.1319 0.1483 0.1198 0.1377 0.1028 0.136 0.1204 0.0966 0.1239 0.1 0.0878 0.1045 0.1201 0.1457 0.1397 0.135 0.1502 0.1364 0.1871 0.1526 0.1519 0.1466
I 61.2596 59.9723 60.8372 63.4071 62.3278 65.2376 65.5446 60.6388 61.4639 61.0267 64.5582 64.4537 63.2781 60.8376 61.4366 64.1978 62.0677 58.1204 62.4366 63.3774 62.0755 60.0808 59.8928 60.0138 63.2404 59.7796 61.5092 58.5799 62.5705 62.1614 56.2556 61.3131 60.1301 62.7418 58.9191 63.603 68.4647 64.3207 64.835 70.7642 68.1719 68.0182 65.4374 67.3077 64.5283
Kec. 0.1135 0.1399 0.1338 0.1236 0.1391 0.1321 0.1287 0.1259 0.1381 0.1286 0.129 0.1346 0.1298 0.118 0.1386 0.132 0.1265 0.1221 0.1315 0.1135 0.1286 0.129 0.1346 0.1298 0.118 0.1386 0.132 0.1265 0.1221 0.1135 0.1399 0.1338 0.1236 0.1391 0.1321 0.1287 0.1259 0.1381 0.1286 0.129 0.1346 0.1298 0.118 0.1386 0.132
107
Lampiran 7. Hasil Pelatihan JST model I Sampel 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45
Masukan 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Keluaran JST 1 2 0.7412 0.9409 0.9615 0.878 0.6843 0.5329 1.0843 0.573 1.1497 0.7407 1.2304 0.8468 0.381 0.6538 1.2155 0.8901 0.9313 0.8048 0.6992 0.5812 0.9551 0.7043 0.7426 0.6127 1.0866 0.807 1.0262 0.6195 0.9624 0.109 0.9669 0.038 1.0088 -0.0708 0.8812 -0.0339 0.9147 0.3092 0.7018 0.3576 0.5951 0.1217 1.0996 -0.0765 1.0485 -0.0443 0.9649 0.024 1.0033 -0.0304 0.6713 -0.0279 1.0291 -0.0643 0.5009 0.022 0.8825 -0.0877 0.8952 -0.0671 -0.0618 0.4182 0.0621 0.0124 0.0384 -0.0154 0.0257 0.0328 0.0006 0.0731 0.0262 -0.1469 -0.0289 -0.0913 -0.0211 0.022 -0.0127 -0.0194 -0.0188 -0.0318 -0.0185 0.0121 0.0076 -0.0085 -0.0512 0.1232 0.0265 0.0805 0.0214 0.0101
Pembulatan JST 1 2 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
108
Lampiran 7. Lanjutan Masukan Sampel 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90
1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Keluaran JST 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 -0.0277 -0.0182 -0.0435 -0.0062 0.0001 0.0317 -0.0368 -0.034 0.0547 -0.0535 -0.0374 0.0871 0.063 0.01 -0.0351 -0.001 -0.0062 -0.0359 -0.0968 -0.0106 -0.0322 -0.0549 0.0439 -0.0592 -0.0439 0.0696 0.017 0.0364 -0.006 0.0059 0.0291 0.0009 0.074 0.0085 0.024 0.0124 -0.0199 -0.0366 -0.0588 0.0458 -0.053 0.214 -0.009 -0.0054 -0.085
2 0.0225 -0.0284 0.0764 0.0181 -0.0231 -0.0053 0.0884 -0.0583 -0.1753 0.0046 0.0137 -0.0936 -0.0811 -0.0112 0.0569 -0.0067 0.0049 0.0133 0.0912 -0.0314 0.0102 0.0376 -0.1269 -0.0268 0.0577 -0.1 -0.1024 0.0059 -0.0261 -0.0387 -0.0338 0.0044 -0.0508 0.0493 -0.0091 0.0084 0.008 -0.0721 -0.0564 -0.0012 0.0096 -0.0062 -0.0268 0.1013 0.0492
Pembulatan JST 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
109
Lampiran 8. Pembobot akhir JST model I 3 6 12 3 19425.00000 8193.00000 0.39300 0.33970 0.30550 0.22790 0.31660 0.08780 125.90150 56.25560 0.19100 0.11350 1.00000 0.00000 1.00000 0.00000 1.00000 0.00000 0.50000 0.60000 0.90000 1.20898705810315E+0000 1.59656563957714E-0001 -1.67537830966661E-0001 8.23402290609114E-0001 1.14004817838135E-0001 2.92371245608692E-0001 1.13361646446952E+0000 -4.31325912257625E-0001 1.19000190584286E+0000 -5.01592263652128E-0001 3.40918451271534E-0001 1.07124968622377E+0000 1.64693859531893E+0000 2.15054252181377E+0000 -4.42129226564425E+0000 1.84298262538185E+0000 2.34095634709228E+0000 1.10553736557236E+0000 4.57302692765127E+0000 -1.35965500548510E+0000 -2.73593110825075E+0000 1.16592398829048E+0000 2.91570604816388E+0000 2.24787307549790E+0000 9.78354058405486E+0000 -1.66193565155109E+0000 -1.15020160852887E+0000 -8.00018295900222E+0000 6.03697870632378E+0000 -3.61083585630885E+0000 -3.07106821738295E+0000 6.11993098949711E+0000 4.00666102729372E+0000 -5.71526416410943E-0001 2.12537635632115E+0000 -1.46591349937288E+0000 1.25369613442046E+0001 -9.42512319435782E-0001 -2.44516942800820E+0000 -3.74090869491181E+0000 5.05487634826889E-0002 -4.48658276584664E+0000 1.04166741741263E+0000
110
Lampiran 8. Lanjutan 1.11066130137667E+0000 -2.05810746192974E+0000 -1.62801394906015E-0001 -1.02366106161988E+0000 7.42206671131082E-0001 4.29089935675108E-0001 1.48069899560354E+0000 -1.88086014924932E+0000 4.81642696827101E-0001 -1.36839995869250E+0000 1.89242903178964E-0001 -4.76595597500727E+0000 1.01151109582565E+0000 -2.07071612311811E+0000 6.04068133058799E+0000 4.00875139602160E+0000 2.86996275925309E+0000 6.76494049731852E-0001 1.40326744296139E+0000 -1.49186199175095E+0000 1.58664988838479E+0000 -9.56968171460129E-0001 -2.97197659365511E-0001 -3.66642284366165E+0000 -2.06428074265718E+0000 5.73859875037493E+0000 2.10167026081161E+0000 -4.90467130625469E+0000 1.86158612750036E-0001 1.19688134621208E+0000 1.68114292320148E+0000 -2.76631144911785E+0000 -2.23958090401050E+0000 6.20064094232715E+0000 -5.30392587506825E+0000 -3.83252914556805E+0000 2.05439873632642E+0000 1.30288535223727E+0000 3.71222701979912E+0000 1.40716621674096E+0000 -9.44981156251170E-0001 -2.21696902340179E+0000 -9.24725280754957E-0001 9.10620274711010E-0001 1.93880010100625E+0000 -7.36295712599038E+0000 5.61759412913178E+0000 7.51489643517013E+0000 -3.43496692295683E+0000 -3.46119023480917E+0000 1.30271161927165E-0001 -3.30405362213185E+0000 -3.25091884419322E+0000 -7.92231429290712E-0001 -6.55742049398611E-0001 2.37640056119858E+0000 1.44969615147582E-0001 1.48045186838346E+0000 -6.73516671018911E-0001 -3.74266771277087E+0000 1.47112976051830E+0000 1.72159879059848E+0000 -3.84574404362412E+0000 1.70704272192527E+0000 3.89736506139508E+0000 5.00000000000000E+0004 5.40953782353917E-0003
111
Lampiran 9. Data Validasi JST model I No 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
Biner 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Area 16090 16587 17917 15981 17961 17637 19774 15811 19077 14991 15124 15989 150822 15400 12039 13677 15153 13656 13326 13657 13681 14317 14157 14405 13833 14163 14100 15932 10741 10522 9193 14549 10656 12677 13005 14017 14080 12327 11852 11871 11488 11903 12565
r 0.3757 0.3859 0.402 0.3764 0.4135 0.4072 0.3772 0.3947 0.3781 0.3891 0.3789 0.3943 0.3841 0.3903 0.3724 0.3811 0.3876 0.3806 0.3728 0.3903 0.3811 0.3904 0.3965 0.382 0.3754 0.3918 0.3783 0.3708 0.3886 0.3717 0.3818 0.3433 0.3901 0.343 0.3424 0.3447 0.3486 0.3444 0.3431 0.3683 0.3745 0.3829 0.3662
b 0.2341 0.2444 0.2376 0.2612 0.2438 0.2481 0.2313 0.2507 0.2347 0.2636 0.244 0.2567 0.2601 0.2563 0.2466 0.2409 0.2481 0.2394 0.2453 0.2519 0.245 0.2576 0.2563 0.2554 0.2424 0.2561 0.2509 0.2739 0.2555 0.2547 0.2401 0.2966 0.2572 0.2966 0.2965 0.2914 0.2897 0.2919 0.2924 0.2795 0.2799 0.2728 0.2783
S 0.2979 0.2671 0.2873 0.2168 0.2688 0.2558 0.3066 0.2481 0.2962 0.2094 0.2685 0.2299 0.2199 0.2311 0.2603 0.2776 0.2558 0.2819 0.2642 0.2444 0.2654 0.2274 0.2313 0.2339 0.2732 0.2317 0.2477 0.1787 0.234 0.236 0.28 0.1124 0.2284 0.1121 0.1142 0.1263 0.1316 0.125 0.1242 0.1623 0.1611 0.1818 0.1654
I 102.7648 104.1505 96.3522 77.4428 89.6112 85.7443 107.5459 101.5294 105.0175 76.5302 96.6161 84.2661 82.0102 86.7411 88.5917 99.3425 77.7819 103.0165 72.7333 77.3841 78.5788 74.5749 76.2968 73.3842 86.3421 78.4276 77.4891 72.8396 80.5738 78.2607 94.185 60.0881 82.9965 59.8619 59.2213 60.8337 62.8919 59.9456 58.7407 69.487 70.0994 67.7026 68.5222
Kec. 0.111 0.1154 0.1164 0.1425 0.1155 0.1492 0.1088 0.1439 0.111 0.1299 0.1406 0.1344 0.1418 0.1424 0.1274 0.1164 0.1183 0.1194 0.1183 0.1352 0.1171 0.108 0.1157 0.1188 0.1124 0.108 0.1188 0.1185 0.1154 0.1164 0.1155 0.1085 0.1085 0.1081 0.1364 0.1155 0.1103 0.1079 0.1143 0.1058 0.1139 0.1165 0.108
112
Lampiran 10. Hasil validasi JST model I
Sampel 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
Masukan 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Keluaran JST 1 2 0.9416 0.6132 0.9939 0.818 1.0808 0.544 0.5166 0.74411 1.0705 0.701 0.7622 0.662 1.1586 0.7168 0.8845 0.667 1.126 0.7239 0.6165 0.0785 0.6847 -0.0773 0.3205 -0.0068 -0.3333 1.2973 0.5947 -0.0406 0.8437 0.3367 0.8899 -0.0673 0.9398 -0.0377 0.8099 -0.0521 1.236 0.0575 1.0869 0.132 1.2291 -0.0481 0.7945 0.077 1.0217 0.0083 1.0223 0.0412 1.1345 -0.0945 0.8169 0.0165 1.1225 -0.0308 0.1451 0.13 0.0041 0.1663 -0.1086 0.2265 -0.0129 0.1438 0.023 -0.0095 0.0256 0.2804 0.0348 0.0155 -0.0012 -0.0197 0.0156 -0.0321 -0.0016 -0.0267 0.0076 0.0137 -0.0318 0.0323 0.0676 0.0874 0.0897 0.0008 -0.1145 0.3293 0.0227 0.1365
Pembulatan JST 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 0 0 0 1 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
113
Lampiran 11. Data Pelatihan JST model 2
Sampel Masukan
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0
1 1 1 1 1 0 0 0 0 0 1 1 1 1 1 0 0 0 0 0 1 1 1 1 1 0 0 0 0 0
Area
r
g
b
H
S
I
17260 17180 17317 17425 15568 18925 15506 18760 18420 16944 16748 15726 15490 15019 16285 14917 13425 14969 14660 14076 14513 13230 12098 14515 14009 13180 13048 14900 13571 13456
0.4152 0.4088 0.3795 0.3892 0.3864 0.3781 0.3766 0.3767 0.3791 0.3668 0.3665 0.3771 0.3876 0.3720 0.3649 0.3883 0.3911 0.3939 0.3902 0.3912 0.3941 0.3915 0.3650 0.3712 0.3934 0.3821 0.3735 0.3756 0.3760 0.3818
0.3427 0.3447 0.3803 0.3671 0.3569 0.3924 0.3912 0.3973 0.3879 0.4063 0.4038 0.3626 0.3702 0.3842 0.4078 0.3646 0.3579 0.3616 0.3470 0.3522 0.3525 0.3536 0.4052 0.3817 0.3494 0.3791 0.3826 0.3779 0.3829 0.3743
0.2421 0.2465 0.2402 0.2437 0.2567 0.2295 0.2321 0.2261 0.2330 0.2270 0.2298 0.2603 0.2422 0.2439 0.2273 0.2471 0.2510 0.2445 0.2628 0.2566 0.2534 0.2549 0.2298 0.2472 0.2572 0.2388 0.2439 0.2465 0.2410 0.2439
36.6238 38.0864 59.7396 51.5459 46.4908 64.1939 64.0444 65.5863 62.3019 71.7975 71.0091 53.5272 53.6463 64.2693 72.7343 50.8147 45.5440 46.3837 40.2891 45.2956 44.6014 45.1958 72.1856 64.1197 42.2553 58.4023 62.6924 59.4355 62.1505 57.2163
0.2737 0.2606 0.2795 0.2689 0.2300 0.3120 0.3038 0.3220 0.3013 0.3192 0.3109 0.2191 0.2735 0.2687 0.3182 0.2589 0.2471 0.2666 0.2118 0.2303 0.2401 0.2353 0.3108 0.2587 0.2286 0.2838 0.2683 0.2606 0.2770 0.2684
87.9133 84.8015 94.9340 96.6320 79.6203 106.2353 101.7176 102.1306 104.0586 95.2766 98.2270 76.6991 102.0310 88.6077 95.0235 77.0885 76.5642 85.2773 75.3911 73.7757 88.5390 85.6311 91.1549 84.5186 80.4244 98.3670 71.6430 86.8516 85.6350 77.8166
Rasio gula/asam Spr rasio g/a tgg Spr rasio g/a tgg Spr rasio g/a tgg Spr rasio g/a tgg Spr rasio g/a tgg Spr rasio g/a sdg Spr rasio g/a sdg Spr rasio g/a sdg Spr rasio g/a sdg Spr rasio g/a sdg Spr rasio g/a rdh Spr rasio g/a rdh Spr rasio g/a rdh Spr rasio g/a rdh Spr rasio g/a rdh Satu rasio g/a tgg Satu rasio g/a tgg Satu rasio g/a tgg Satu rasio g/a tgg Satu rasio g/a tgg Satu rasio g/a sdg Satu rasio g/a sdg Satu rasio g/a sdg Satu rasio g/a sdg Satu rasio g/a sdg Satu rasio g/a rdh Satu rasio g/a rdh Satu rasio g/a rdh Satu rasio g/a rdh Satu rasio g/a rdh
114
Lampiran 12. Pembobot Akhir JST model II 3 7 14 3 18925.00000 12098.00000 0.41520 0.36490 0.40780 0.34270 0.26280 0.22610 72.73430 36.62380 0.32200 0.21180 106.23530 71.64300 1.00000 0.00000 1.00000 0.00000 1.00000 0.00000 0.10000 0.20000 0.90000 3.23126203302783E+0000 -1.91845251136659E+0000 2.05653422013131E-0001 -2.12157707331108E+0000 4.01880037757814E-0001 -2.36044992116291E-0001 5.69413080317123E-0001 9.38593019053332E-0001 -2.17417441259171E-0002 -1.78546021150773E-0001 -1.42377160207490E+0000 2.63366917678356E+0000 5.20367393637095E-0001 5.85792797713039E+0000 -1.37584708644743E+0000 -1.19271480945287E+0000 -3.58164025613567E-0001 4.60195273806534E-0001 2.18678745318259E+0000 -1.88366411725234E+0000 2.18959179018722E+0000 1.82008754266123E-0002 7.00021872161668E-0001 9.46837640974521E-0001 4.63516599477004E-0001 1.08202324247599E-0001 1.22499149922094E+0000 -7.51882118096430E-0001 -1.80499233603364E+0000 -2.74170861657785E-0001 2.75027865599092E+0000 -1.70951371985146E+0000 1.30504123915542E+0000 3.11097887305369E+0000 -1.66608599068388E+0000 -1.05454798500277E+0000 -2.33624520745194E-0001 2.02684917191530E+0000 -6.31165046387588E-0001 1.49979810151973E+0000 1.18726425479036E+0000 -1.25255692717984E+0000
115
Lampiran 12 Lanjutan 3.72957012239333E-0001 -6.45148914226113E-0001 1.96832123324182E+0000 -1.31218126323297E-0001 8.12731580658679E-0001 7.41943219041122E-0001 -1.06525061848483E+0000 -1.29729914919683E-0001 1.14092045800275E+0000 5.60586383115012E-0001 -5.11871517864861E-0001 9.86247109392010E-0001 1.21918101436227E+0000 1.50102818262006E+0000 -3.38014522709989E+0000 6.81154597823778E-0001 -5.38245276668603E-0001 1.34842516786407E+0000 7.90738350463663E-0002 -6.03405313436251E-0001 -2.89983213000155E-0002 8.45273129522746E-0001 2.47665165455606E-0002 9.33568966288579E-0001 8.78301459748825E-0001 1.25709984775725E+0000 3.56334972788658E-0001 7.84354560069878E-0001 -2.33956597205379E+0000 -2.56208384825281E+0000 2.76909930139306E+0000 -1.20024990538661E+0000 2.29313037782372E+0000 8.01309401763834E-0001 4.12430087715152E-0001 3.27813685584411E-0001 4.42565032374885E+0000 -9.62526949485656E-0001 1.36471237715588E-0001 -1.63945482621470E+0000 1.90394458931138E+0000 1.93141032179721E-0001 2.93456083664000E+0000 2.75021276453267E+0000 -6.99578867950870E-0001 -6.91328296480493E-0001 -2.00347715462268E+0000 1.43627770425161E+0000 -4.84109942954110E-0001 2.61574725836357E+0000 -1.15009151842335E+0000 9.14971596395508E-0001 -7.94966046527738E-0001 4.11289386241999E-0001 -2.30360778535145E-0001 1.05587333949179E-0001 2.69179406140365E+0000 8.15240567204903E-0001 9.39594970262547E-0001 -5.86904542166069E-0001 -3.03687666284437E+0000 -1.28531117668102E+0000 3.36388987402051E-0001 -8.93874699707169E-0001 -3.10515487315032E+0000 3.68835172698740E-0001 -2.74639700987487E-0002 -1.59106172801796E+0000
116
Lampiran 12. Lanjutan 1.32041795333163E+0000 2.49201653984405E+0000 1.19905289708791E+0000 -4.53094589866538E+0000 -2.70140610546162E+0000 4.27175440541049E-0001 1.58626533220693E+0000 1.03867080204609E+0000 1.47297889868263E+0000 -1.11871868297550E+0000 -1.76533920218316E+0000 -7.66100486135760E-0001 -1.54775413294446E+0000 1.94418509388244E+0000 3.46545722036247E+0000 1.10760801415610E+0000 2.55243054255471E+0000 5.78108141733588E+0000 3.04565148321722E+0000 -4.98808041957496E-0001 -2.54344117458083E+0000 -1.46775753661637E+0000 -8.96659200020011E-0001 1.28590167845039E+0000 5.61289855319294E-0001 2.15232932154726E-0001 -4.22871639944636E+0000 -3.84366269339214E+0000 -2.51084983252199E+0000 1.21293050730067E+0000 2.50000000000000E+0004 1.67405829694209E-0002
117
Lampiran 13. Data Validasi JST model II
Sampel 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
Biner 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 1 1 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0
1 1 0 0 1 1 1 1 1 0 0 0 1 1 1 1 1 1 1 0 0 0 0 0
Area
r
g
b
H
S
I
15830 17299 16599 17270 16622 16581 15571 10938 15535 13916 14161 13903 12705 15196 13551 15022 15014 13948 12016 13864 14831 13199 13944 13951
0.3941 0.4034 0.3687 0.3756 0.3704 0.3759 0.3623 0.3838 0.3825 0.3975 0.3828 0.3927 0.3699 0.3768 0.3710 0.3770 0.3787 0.3718 0.3956 0.3789 0.3797 0.3817 0.3868 0.3869
0.3461 0.3610 0.3993 0.3942 0.3808 0.3626 0.3830 0.3761 0.3788 0.3473 0.3628 0.3520 0.3788 0.3602 0.3940 0.3627 0.3711 0.3981 0.3557 0.3711 0.3777 0.3809 0.3783 0.3781
0.2598 0.2355 0.2320 0.2303 0.2488 0.2615 0.2547 0.2401 0.2387 0.2553 0.2544 0.2552 0.2513 0.2630 0.2349 0.2603 0.2502 0.2301 0.2487 0.2500 0.2426 0.2374 0.2349 0.2350
41.5521 46.2290 69.8884 65.5974 63.0282 54.9682 68.9028 57.8829 58.8658 42.4997 52.6595 42.2722 63.4427 52.2336 67.4444 53.0360 55.4485 68.0132 45.2673 56.2178 58.4291 59.6278 56.8839 56.7742
0.2210 0.2934 0.3042 0.3093 0.2535 0.2156 0.2362 0.2801 0.2840 0.2344 0.2369 0.2344 0.2463 0.2114 0.2955 0.2195 0.2495 0.3102 0.2538 0.2502 0.2723 0.2880 0.2957 0.2953
78.1424 95.2958 92.3305 101.6879 81.7391 78.2179 76.4532 113.5107 111.5383 75.5323 72.5355 77.5274 79.9375 73.5470 93.9667 78.8720 81.3959 97.8122 99.2024 76.6398 96.1161 102.1787 97.8250 97.5929
Rasio gula/asam Spr rasio g/a tgg Spr rasio g/a tgg Spr rasio g/a sdg Spr rasio g/a sdg Spr rasio g/a rdh Spr rasio g/a rdh Spr rasio g/a rdh Spr rasio g/a rdh Spr rasio g/a rdh Satu rasio g/a tgg Satu rasio g/a tgg Satu rasio g/a tgg Satu rasio g/a sdg Satu rasio g/a sdg Satu rasio g/a sdg Satu rasio g/a sdg Satu rasio g/a sdg Satu rasio g/a sdg Satu rasio g/a sdg Satu rasio g/a rdh Satu rasio g/a rdh Satu rasio g/a rdh Satu rasio g/a rdh Satu rasio g/a rdh
118
Lampiran 14. Hasil Validasi JST model II
Sampel 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
Masukan 1 2 3 1 1 1 1 1 1 1 1 0 1 1 0 1 0 1 1 0 1 1 0 1 1 0 1 1 0 1 0 1 0 0 1 0 0 1 0 0 0 1 0 0 1 0 0 1 0 0 1 0 0 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Keluaran JST 1 2 3 0.6097 0.8776 0.6930 0.9560 1.2089 0.7951 0.9767 0.5116 0.4969 0.9992 0.8968 0.1169 1.0223 0.2316 0.9676 1.1621 0.1563 1.2796 0.8192 -0.2546 1.2109 -0.3016 -0.3182 0.3137 0.9183 0.1730 0.6857 -0.1431 0.9057 0.0053 -0.1107 0.6610 -0.0391 -0.0955 0.7336 0.1796 -0.2091 -0.3064 0.7669 0.5997 0.2433 0.9900 0.2404 -0.1633 0.6467 0.6297 -0.0919 1.1831 0.3803 0.2470 0.5772 0.4641 0.0094 0.5044 -0.2365 -0.2701 0.9139 -0.1331 0.1261 0.0436 0.4650 0.1011 0.4675 -0.0654 -0.1235 0.1367 0.0481 0.4274 -0.1305 0.0455 0.4337 -0.1315
Pembulatan JST 1 2 3 1 1 1 1 1 1 1 1 0 1 1 0 1 0 1 1 0 1 1 0 1 0 0 0 1 0 1 0 1 0 0 1 0 0 1 0 0 0 1 1 0 1 0 0 1 1 0 1 0 0 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
Rasio gula/asam Spr rasio g/a tgg Spr rasio g/a tgg Spr rasio g/a sdg Spr rasio g/a sdg Spr rasio g/a rdh Spr rasio g/a rdh Spr rasio g/a rdh Satu rasio g/a rdh Spr rasio g/a rdh Satu rasio g/a tgg Satu rasio g/a tgg Satu rasio g/a tgg Satu rasio g/a sdg Spr rasio g/a rdh Satu rasio g/a sdg Spr rasio g/a rdh Satu rasio g/a sdg Satu rasio g/a sdg Satu rasio g/a sdg Satu rasio g/a rdh Satu rasio g/a rdh Satu rasio g/a rdh Satu rasio g/a rdh Satu rasio g/a rdh
