Penerapan Neural Network Backpropagation Untuk Klasifikasi Jamur Penyebab Penyakit Antraknosa Pada Cabai
Lampiran 1
Tabel Hasil Pelatihan Citra
No
1
File Citra
Jenis
Hasil Ekstraksi Fitur
Colletotrichum
0.00633; 0.00009; 0.83212; 0.00003;
Capsici
0.00094; ............. 1.841271; 0.724006;
-1.131832; -1.504284; 3.073952;
2
Colletotrichum
0.00633; 0.00009; 0.83212; 0.00003;
Capsici
0.00094; ............. 1.841271; 0.724006;
-1.131832; -1.504284; 3.073952;
3
Colletotrichum
0.0045; 0.00009; 0.74159; 0.00011;
Capsici
0.00161; ............. 1.841271; 0.724006;
-1.131832; -1.504284; 3.073952;
4
Colletotrichum
0.00431; 0.00026; 0.68372; 0.00006;
Capsici
0.00297; ............. 1.841271; 0.724006;
-1.131832; -1.504284; 3.073952;
5
Colletotrichum
0.00689; 0.0001; 0.84276; 0.00004;
Capsici
0.00135; ............. 2.49263; 0.583258;
10.321665; 2.428576; -0.05158;
6
Colletotrichum
0.0048; 0.00007; 0.868; 0.00003;
Capsici
0.0007; ............. 2.49263; 0.583258;
10.321665; 2.428576; -0.05158;
7
Colletotrichum
0.00457 0.00017 0.85859 0.00004
Capsici
0.00206; 2.49263 0.583258 10.321665
2.428576 -0.05158;
8
Colletotrichum
0.00518 0.00021 0.83276 0.00013
Capsici
0.00227; 2.49263 0.583258 10.321665
2.428576 -0.05158;
9
Colletotrichum
0.00603 0.00014 0.82233 0.00006
Capsici
0.00157; 2.49263 0.583258 10.321665
2.428576 -0.05158;
Universitas Sumatera Utara
55
Tabel Hasil Pelatihan Citra (lanjutan)
10
Colletotrichum
0.00405 0.00018 0.74348 0.00007
Capsici
0.00224; 2.49263 0.583258 10.321665
2.428576 -0.05158;
11
Colletotrichum
0.00456 0.00007 0.84468 0.00003
Capsici
0.00094; 2.49263 0.583258 10.321665
2.428576 -0.05158;
12
Colletotrichum
Capsici
0.01032 0.00015 0.77488 0.00007
0.00109; 2.49263 0.583258 10.321665
2.428576 -0.05158;
13
Colletotrichum
Capsici
0.00584 0.00009 0.88035 0.00004
0.00098; 2.49263 0.583258 10.321665
2.428576 -0.05158
14
Colletotrichum
Capsici
0.00427 0.00033 0.73402 0.00011
0.00385; 2.49263 0.583258 10.321665
2.428576 -0.05158;
15
Colletotrichum
Capsici
0.00511 0.00011 0.84504 0.00004
0.00111; 2.49263 0.583258 10.321665
2.428576 -0.05158
16
Colletotrichum
Capsici
0.00418 0.00025 0.70043 0.00004
0.00203; 2.49263 0.583258 10.321665
2.428576 -0.05158;
17
Colletotrichum
Capsici
0.00428 0.00023 0.74584 0.00003
0.0025; 2.49263 0.583258 10.321665
2.428576 -0.05158;
18
Colletotrichum
Capsici
0.00515 0.00009 0.8436 0.00002
0.00081; 2.49263 0.583258 10.321665
2.428576 -0.05158;
19
Colletotrichum
Capsici
0.00405 0.00032 0.74712 0.00009
0.00248; 2.49263 0.583258 10.321665
2.428576 -0.05158;
Universitas Sumatera Utara
56
Tabel Hasil Pelatihan Citra (lanjutan)
20
Colletotrichum
Capsici
0.0044 0.00014 0.84569 0.00003
0.00096; 2.49263 0.583258 10.321665
2.428576 -0.05158
21
Colletotrichum
Capsici
0.004 0.00039 0.61521 0.00011
0.00368; 2.49263 0.583258 10.321665
2.428576 -0.05158;
22
Colletotrichum
Capsici
0.00406 0.00014 0.80879 0.00004
0.00128; 2.49263 0.583258 10.321665
2.428576 -0.05158
23
Colletotrichum
Capsici
0.00397 0.00022 0.64773 0.00006
0.00307; 2.49263 0.583258 10.321665
2.428576 -0.05158;
24
Colletotrichum
Capsici
0.00733 0.00018 0.01744 0.06282
0.00002; 0.394879 0.498527 0.140352
0.231646 3.281541
25
Colletotrichum
Capsici
0.00031 0.00224 0.00013 0.0066
0.01331; 1.991005 1.422213 0.162606
3.079113 0.95077
26
Colletotrichum
Capsici
0.0041 0.00008 0.79451 0.00002
0.00101; 2.49263 0.583258 10.321665
2.428576 -0.05158
27
Colletotrichum
Capsici
0.0043 0.00026 0.79523 0.00005
0.00374; 2.49263 0.583258 10.321665
2.428576 -0.05158;
28
Colletotrichum
Capsici
0.00689 0.0001 0.84276 0.00004
0.00135; 2.49263 0.583258 10.321665
2.428576 -0.05158
29
Colletotrichum
Capsici
0.00403 0.00017 0.80036 0.00008
0.00241; 2.49263 0.583258 10.321665
2.428576 -0.05158;
Universitas Sumatera Utara
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Tabel Hasil Pelatihan Citra (lanjutan)
30
Colletotrichum
Capsici
0.00461 0.00027 0.77374 0.00015
0.00215; 2.49263 0.583258 10.321665
2.428576 -0.05158;
31
Gloeosporium
0.00491; 0.00031; 0.76002; 0.00014;
Piperatum
0.00284; ............. 1.841271; 0.724006; 1.131832; -1.504284; 3.073952;
32
Gloeosporium
0.00664; 0.00033; 0.76848; 0.0002;
Piperatum
0.00266;............. 1.841271; 0.724006; 1.131832; -1.504284; 3.073952;
33
Gloeosporium
0.00727; 0.00036; 0.81243; 0.00008;
Piperatum
0.00237; ............. 1.841271; 0.724006; 1.131832; -1.504284; 3.073952
34
Gloeosporium
0.00475; l; 0.00051; 0.81296; 0.00008;
Piperatum
............. 1.841271; 0.724006; 1.131832; -1.504284; 3.073952;
35
Gloeosporium
Piperatum
0.00886 0.00141 0.71849 0.00016
0.00436; 2.49263 0.583258 10.321665
2.428576 -0.05158;
36
Gloeosporium
Piperatum
0.01124 0.00057 0.82483 0.00009
0.00174; 2.49263 0.583258 10.321665
2.428576 -0.05158;
37
Gloeosporium
Piperatum
0.00457 0.00046 0.76936 0.00011
0.00339; 2.49263 0.583258 10.321665
2.428576 -0.05158;
38
Gloeosporium
Piperatum
0.0066 0.00072 0.76017 0.00018
0.00364; 2.49263 0.583258 10.321665
2.428576 -0.05158;
39
Gloeosporium
Piperatum
0.00893 0.00032 0.84477 0.00009
0.00197; 2.49263 0.583258 10.321665
2.428576 -0.05158
Universitas Sumatera Utara
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Tabel Hasil Pelatihan Citra (lanjutan)
40
Gloeosporium
Piperatum
0.00573 0.00028 0.78945 0.00014
0.00211; 2.49263 0.583258 10.321665
2.428576 -0.05158
41
Gloeosporium
Piperatum
0.00541 0.00039 0.77035 0.00001
0.00326; 0.394879 0.498527 0.140352
0.231646 3.281541;
42
Gloeosporium
Piperatum
0.01284 0.0003 0.75743 0.00008
0.00164; 2.49263 0.583258 10.321665
2.428576 -0.05158;
43
Gloeosporium
Piperatum
0.00432 0.0034 0.00555 0.02297
0.00001; 0.394879 0.498527 0.140352
0.231646 3.281541;
44
Gloeosporium
Piperatum
0.00055 0.00361 0.00018 0.00455
0.01075; 1.991005 1.422213 0.162606
3.079113 0.95077;
45
Gloeosporium
Piperatum
0.00468 0.00035 0.74916 0.00029
0.0024; 2.49263 0.583258 10.321665
2.428576 -0.05158;
46
Gloeosporium
Piperatum
0.00403 0.00046 0.73823 0.00006
0.00272; 2.49263 0.583258 10.321665
2.428576 -0.05158;
47
Gloeosporium
Piperatum
0.0044 0.00127 0.67442 0.0001
0.00556; 0.394879 0.498527 0.140352
0.231646 3.281541;
48
Gloeosporium
Piperatum
0.0044 0.00086 0.79129 0.0001
0.00372; 2.49263 0.583258 10.321665
2.428576 -0.05158
Universitas Sumatera Utara
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Tabel Hasil Pelatihan Citra (lanjutan)
49
Gloeosporium
Piperatum
0.00429 0.00056 0.00129 0.00478
0.00002; 0.394879 0.498527 0.140352
0.231646 3.281541;
50
Gloeosporium
Piperatum
1.991005 1.422213 0.162606 3.079113
0.95077; 1.991005 1.422213 0.162606
3.079113 0.95077;
51
Gloeosporium
Piperatum
0.00516 0.00035 0.71187 0.00039
0.00434; 2.49263 0.583258 10.321665
2.428576 -0.05158;
52
Gloeosporium
Piperatum
0.00064 0.00349 0.00081 0.01049
0.01789; 0.333165 1.991005 1.422213
0.162606 3.079113;
53
Gloeosporium
Piperatum
0.00528 0.00074 0.73199 0.0004
0.00617; 2.49263 0.583258 10.321665
2.428576 -0.05158;
54
Gloeosporium
Piperatum
0.00502 0.00069 0.7582 0.00033
0.00584; 2.49263 0.583258 10.321665
2.428576 -0.05158
55
Gloeosporium
Piperatum
0.00394 0.00033 0.71174 0.00005
0.00228; 2.49263 0.583258 10.321665
2.428576 -0.05158;
56
Gloeosporium
Piperatum
0.00416 0.00009 0.7731 0.00001
0.00076; 2.49263 0.583258 10.321665
2.428576 -0.05158;
57
Gloeosporium
Piperatum
0.00979 0.00039 0.00305 0.02987 0;
0.394879 0.498527 0.140352 0.231646
3.28154;
Universitas Sumatera Utara
60
Tabel Hasil Pelatihan Citra (lanjutan)
58
Gloeosporium
Piperatum
0.00553 0.00014 0.7329 0.00007
0.00207; 2.49263 0.583258 10.321665
2.428576 -0.05158
59
Gloeosporium
Piperatum
0.00452 0.00017 0.64521 0.00009
0.00309; 2.49263 0.583258 10.321665
2.428576 -0.05158;
60
Gloeosporium
Piperatum
0.00576 0.00028 0.81525 0.00011
0.00174; 2.49263 0.583258 10.321665
2.428576 -0.05158;
61
Normal
0.00394; 0; 0.82811; 0; 0.00003;
............. 2.49263; 0.5832; 10.321665;
2.428576; -0.05158;
62
Normal
0.00393; 0.00001; 0.8427; 0; 0.00007;
............. 2.49263; 0.58325; 8;
10.321665; 2.428576;
63
Normal
0.00392; 0; 0.85192; 0; 0; .............
2.49263; 0.58325; 8; 10.321665;
2.428576;
64
Normal
0.00394; 0; 0.8307; 0; 0.00001;
............. 0.58325; 8; 10.321665;
2.428576; -0.05158;
65
Normal
0.0039 0.00001 0.79225 0 0.00003;
1.991005 1.422213 0.162606 3.079113
0.95077;
66
Normal
0.0045 0 0.00022 0.0702 0; 0.394879
0.498527 0.140352 0.231646
3.281541;
Universitas Sumatera Utara
61
Tabel Hasil Pelatihan Citra (lanjutan)
67
Normal
0.00391 0 0.78414 0 0.00003;
0.394879 0.498527 0.140352 0.231646
3.281541;
68
Normal
0.00438 0.00001 0.00303 0.07717 0;
1.991005 1.422213 0.162606 3.079113
0.95077;
69
Normal
0.00392 0.00007 0.76833 0 0.0002;
1.991005 1.422213 0.162606 3.079113
0.95077;
70
Normal
0.00372 0.00006 0.00511 0.0767 0;
0.394879 0.498527 0.140352 0.231646
3.281541;
71
Normal
0.00009 0.00769 0 0.00045 0.00794;
0.457 0.500797 0.06135 -0.008132
0.333165;
72
Normal
0.0039 0 0.83688 0 0; 0.394879
0.498527 0.140352 0.231646
3.281541;
73
Normal
0.0039 0 0.84868 0 0.00001;
1.991005 1.422213 0.162606 3.079113
0.95077;
74
Normal
0.00275 0.00001 0.00058 0.04674 0;
0.394879 0.498527 0.140352 0.231646
3.281541;
75
Normal
0 0.00102 0 0.00003 0.00469; 2.49263
0.583258 10.321665 2.428576 0.05158
Universitas Sumatera Utara
62
Tabel Hasil Pelatihan Citra (lanjutan)
76
Normal
0.0039 0 0.83114 0 0; 2.49263
0.583258 10.321665 2.428576 0.05158
77
Normal
0.00391 0 0.84283 0 0; 0.394879
0.498527 0.140352 0.231646
3.281541;
78
Normal
0.00391 0 0.84311 0 0.00003;
0.394879 0.498527 0.140352 0.231646
3.281541
79
Normal
0.00391 0 0.84676 0 0; 0.394879
0.498527 0.140352 0.231646
3.281541;
80
Normal
0.0039 0 0.83776 0 0; 0.394879
0.498527 0.140352 0.231646
3.281541;
81
Normal
0.00391 0 0.85587 0 0.00001; 2.49263
0.583258 10.321665 2.428576 0.05158;
82
Normal
0.00391 0 0.81939 0 0.00001; 2.49263
0.583258 10.321665 2.428576 0.05158;
83
Normal
0.00392 0 0.84051 0 0.00001;
0.394879 0.498527 0.140352 0.231646
3.28154;
84
Normal
0.00395 0 0.83761 0 0.00002;
2.512606 0.576357 9.955129 2.8255 0.814779;
Universitas Sumatera Utara
63
Tabel Hasil Pelatihan Citra (lanjutan)
85
Normal
0.00393 0 0.84376 0 0; 2.49263
0.583258 10.321665 2.428576 0.05158;
86
Normal
0.00393 0 0.85506 0 0; 2.49263
0.583258 10.321665 2.428576 -0.0515;
87
Normal
0.00391 0 0.8088 0 0.00001; 2.49263
0.583258 10.321665 2.428576 0.05158;
88
Normal
0.0039 0 0.81908 0 0.00005; 2.49263
0.583258 10.321665 2.428576 0.05158;
89
Normal
0.00391 0 0.83152 0 0.00003;
0.394879 0.498527 0.140352 0.231646
3.281541
90
Normal
0.0039 0 0.85845 0 0; 2.49263
0.583258 10.321665 2.428576 0.05158;
Universitas Sumatera Utara
64
Lampiran 2
Hasil Pengujian Citra
No
Nama File
1
Hasil Aplikasi
Manual
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Status
Benar
C31_2.jpg
2
Benar
C32_2 jpg
3
Benar
C33_2 jpg
4
Benar
C34_2 jpg
5
Benar
C35_2 jpg
Universitas Sumatera Utara
65
Hasil Pengujian Citra (lanjutan)
6
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Benar
C36_2 jpg
7
Benar
C37_2 jpg
Normal
8
Colletotrichum
Capsici
Salah
C38_2 jpg
9
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Benar
C39_2 jpg
10
Benar
C40_2 jpg
11
Benar
C41_2 jpg
Universitas Sumatera Utara
66
Hasil Pengujian Citra (lanjutan)
13
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Benar
C43_2 jpg
14
Benar
C44_2 jpg
15
Benar
C45_2 jpg
16
Benar
C46_2 jpg
17
Benar
C47_2 jpg
18
Benar
C48_2 jpg
19
Benar
C49_2 jpg
Universitas Sumatera Utara
67
Hasil Pengujian Citra (lanjutan)
20
Colletotrichum
Colletotrichum
Capsici
Capsici
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Salah
Normal
Gloeosporium
Piperatum
Salah
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Benar
C50_2 jpg
21
G31_2 jpg
22
G32_2 jpg
23
G33_2 jpg
Colletotrichum
24
Capsici
G34_2 jpg
25
G35_2 jpg
26
G36_2 jpg
Universitas Sumatera Utara
68
Hasil Pengujian Citra (lanjutan)
27
Colletotrichum
Capsici
Gloeosporium
Piperatum
Salah
Colletotrichum
Capsici
Gloeosporium
Piperatum
Salah
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
G37_2 jpg
28
G38_2 jpg
29
G39_2 jpg
30
G40_2 jpg
31
G41_2 jpg
32
G42_2 jpg
Universitas Sumatera Utara
69
Hasil Pengujian Citra (lanjutan)
33
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Capsici
Gloeosporium
Piperatum
Salah
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
G43_2 jpg
34
G44_2 jpg
35
G45_2 jpg
Colletotrichum
36
G46_2 jpg
37
G47_2 jpg
38
G48_2 jpg
Universitas Sumatera Utara
70
Hasil Pengujian Citra (lanjutan)
39
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
G49_2 jpg
40
G50_2 jpg
41
N31 jpg
42
N32 jpg
43
N33 jpg
44
N34 jpg
Universitas Sumatera Utara
71
Hasil Pengujian Citra (lanjutan)
45
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
N35 jpg
46
N36 jpg
47
N37 jpg
48
N38 jpg
49
N39 jpg
50
N40 jpg
Universitas Sumatera Utara
72
Hasil Pengujian Citra (lanjutan)
51
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
N41 jpg
52
N42 jpg
53
N43 jpg
54
N44 jpg
55
N45 jpg
56
N46 jpg
Universitas Sumatera Utara
73
Hasil Pengujian Citra (lanjutan)
57
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
N47 jpg
58
N48 jpg
59
N49 jpg
60
N50 jpg
Universitas Sumatera Utara
Tabel Hasil Pelatihan Citra
No
1
File Citra
Jenis
Hasil Ekstraksi Fitur
Colletotrichum
0.00633; 0.00009; 0.83212; 0.00003;
Capsici
0.00094; ............. 1.841271; 0.724006;
-1.131832; -1.504284; 3.073952;
2
Colletotrichum
0.00633; 0.00009; 0.83212; 0.00003;
Capsici
0.00094; ............. 1.841271; 0.724006;
-1.131832; -1.504284; 3.073952;
3
Colletotrichum
0.0045; 0.00009; 0.74159; 0.00011;
Capsici
0.00161; ............. 1.841271; 0.724006;
-1.131832; -1.504284; 3.073952;
4
Colletotrichum
0.00431; 0.00026; 0.68372; 0.00006;
Capsici
0.00297; ............. 1.841271; 0.724006;
-1.131832; -1.504284; 3.073952;
5
Colletotrichum
0.00689; 0.0001; 0.84276; 0.00004;
Capsici
0.00135; ............. 2.49263; 0.583258;
10.321665; 2.428576; -0.05158;
6
Colletotrichum
0.0048; 0.00007; 0.868; 0.00003;
Capsici
0.0007; ............. 2.49263; 0.583258;
10.321665; 2.428576; -0.05158;
7
Colletotrichum
0.00457 0.00017 0.85859 0.00004
Capsici
0.00206; 2.49263 0.583258 10.321665
2.428576 -0.05158;
8
Colletotrichum
0.00518 0.00021 0.83276 0.00013
Capsici
0.00227; 2.49263 0.583258 10.321665
2.428576 -0.05158;
9
Colletotrichum
0.00603 0.00014 0.82233 0.00006
Capsici
0.00157; 2.49263 0.583258 10.321665
2.428576 -0.05158;
Universitas Sumatera Utara
55
Tabel Hasil Pelatihan Citra (lanjutan)
10
Colletotrichum
0.00405 0.00018 0.74348 0.00007
Capsici
0.00224; 2.49263 0.583258 10.321665
2.428576 -0.05158;
11
Colletotrichum
0.00456 0.00007 0.84468 0.00003
Capsici
0.00094; 2.49263 0.583258 10.321665
2.428576 -0.05158;
12
Colletotrichum
Capsici
0.01032 0.00015 0.77488 0.00007
0.00109; 2.49263 0.583258 10.321665
2.428576 -0.05158;
13
Colletotrichum
Capsici
0.00584 0.00009 0.88035 0.00004
0.00098; 2.49263 0.583258 10.321665
2.428576 -0.05158
14
Colletotrichum
Capsici
0.00427 0.00033 0.73402 0.00011
0.00385; 2.49263 0.583258 10.321665
2.428576 -0.05158;
15
Colletotrichum
Capsici
0.00511 0.00011 0.84504 0.00004
0.00111; 2.49263 0.583258 10.321665
2.428576 -0.05158
16
Colletotrichum
Capsici
0.00418 0.00025 0.70043 0.00004
0.00203; 2.49263 0.583258 10.321665
2.428576 -0.05158;
17
Colletotrichum
Capsici
0.00428 0.00023 0.74584 0.00003
0.0025; 2.49263 0.583258 10.321665
2.428576 -0.05158;
18
Colletotrichum
Capsici
0.00515 0.00009 0.8436 0.00002
0.00081; 2.49263 0.583258 10.321665
2.428576 -0.05158;
19
Colletotrichum
Capsici
0.00405 0.00032 0.74712 0.00009
0.00248; 2.49263 0.583258 10.321665
2.428576 -0.05158;
Universitas Sumatera Utara
56
Tabel Hasil Pelatihan Citra (lanjutan)
20
Colletotrichum
Capsici
0.0044 0.00014 0.84569 0.00003
0.00096; 2.49263 0.583258 10.321665
2.428576 -0.05158
21
Colletotrichum
Capsici
0.004 0.00039 0.61521 0.00011
0.00368; 2.49263 0.583258 10.321665
2.428576 -0.05158;
22
Colletotrichum
Capsici
0.00406 0.00014 0.80879 0.00004
0.00128; 2.49263 0.583258 10.321665
2.428576 -0.05158
23
Colletotrichum
Capsici
0.00397 0.00022 0.64773 0.00006
0.00307; 2.49263 0.583258 10.321665
2.428576 -0.05158;
24
Colletotrichum
Capsici
0.00733 0.00018 0.01744 0.06282
0.00002; 0.394879 0.498527 0.140352
0.231646 3.281541
25
Colletotrichum
Capsici
0.00031 0.00224 0.00013 0.0066
0.01331; 1.991005 1.422213 0.162606
3.079113 0.95077
26
Colletotrichum
Capsici
0.0041 0.00008 0.79451 0.00002
0.00101; 2.49263 0.583258 10.321665
2.428576 -0.05158
27
Colletotrichum
Capsici
0.0043 0.00026 0.79523 0.00005
0.00374; 2.49263 0.583258 10.321665
2.428576 -0.05158;
28
Colletotrichum
Capsici
0.00689 0.0001 0.84276 0.00004
0.00135; 2.49263 0.583258 10.321665
2.428576 -0.05158
29
Colletotrichum
Capsici
0.00403 0.00017 0.80036 0.00008
0.00241; 2.49263 0.583258 10.321665
2.428576 -0.05158;
Universitas Sumatera Utara
57
Tabel Hasil Pelatihan Citra (lanjutan)
30
Colletotrichum
Capsici
0.00461 0.00027 0.77374 0.00015
0.00215; 2.49263 0.583258 10.321665
2.428576 -0.05158;
31
Gloeosporium
0.00491; 0.00031; 0.76002; 0.00014;
Piperatum
0.00284; ............. 1.841271; 0.724006; 1.131832; -1.504284; 3.073952;
32
Gloeosporium
0.00664; 0.00033; 0.76848; 0.0002;
Piperatum
0.00266;............. 1.841271; 0.724006; 1.131832; -1.504284; 3.073952;
33
Gloeosporium
0.00727; 0.00036; 0.81243; 0.00008;
Piperatum
0.00237; ............. 1.841271; 0.724006; 1.131832; -1.504284; 3.073952
34
Gloeosporium
0.00475; l; 0.00051; 0.81296; 0.00008;
Piperatum
............. 1.841271; 0.724006; 1.131832; -1.504284; 3.073952;
35
Gloeosporium
Piperatum
0.00886 0.00141 0.71849 0.00016
0.00436; 2.49263 0.583258 10.321665
2.428576 -0.05158;
36
Gloeosporium
Piperatum
0.01124 0.00057 0.82483 0.00009
0.00174; 2.49263 0.583258 10.321665
2.428576 -0.05158;
37
Gloeosporium
Piperatum
0.00457 0.00046 0.76936 0.00011
0.00339; 2.49263 0.583258 10.321665
2.428576 -0.05158;
38
Gloeosporium
Piperatum
0.0066 0.00072 0.76017 0.00018
0.00364; 2.49263 0.583258 10.321665
2.428576 -0.05158;
39
Gloeosporium
Piperatum
0.00893 0.00032 0.84477 0.00009
0.00197; 2.49263 0.583258 10.321665
2.428576 -0.05158
Universitas Sumatera Utara
58
Tabel Hasil Pelatihan Citra (lanjutan)
40
Gloeosporium
Piperatum
0.00573 0.00028 0.78945 0.00014
0.00211; 2.49263 0.583258 10.321665
2.428576 -0.05158
41
Gloeosporium
Piperatum
0.00541 0.00039 0.77035 0.00001
0.00326; 0.394879 0.498527 0.140352
0.231646 3.281541;
42
Gloeosporium
Piperatum
0.01284 0.0003 0.75743 0.00008
0.00164; 2.49263 0.583258 10.321665
2.428576 -0.05158;
43
Gloeosporium
Piperatum
0.00432 0.0034 0.00555 0.02297
0.00001; 0.394879 0.498527 0.140352
0.231646 3.281541;
44
Gloeosporium
Piperatum
0.00055 0.00361 0.00018 0.00455
0.01075; 1.991005 1.422213 0.162606
3.079113 0.95077;
45
Gloeosporium
Piperatum
0.00468 0.00035 0.74916 0.00029
0.0024; 2.49263 0.583258 10.321665
2.428576 -0.05158;
46
Gloeosporium
Piperatum
0.00403 0.00046 0.73823 0.00006
0.00272; 2.49263 0.583258 10.321665
2.428576 -0.05158;
47
Gloeosporium
Piperatum
0.0044 0.00127 0.67442 0.0001
0.00556; 0.394879 0.498527 0.140352
0.231646 3.281541;
48
Gloeosporium
Piperatum
0.0044 0.00086 0.79129 0.0001
0.00372; 2.49263 0.583258 10.321665
2.428576 -0.05158
Universitas Sumatera Utara
59
Tabel Hasil Pelatihan Citra (lanjutan)
49
Gloeosporium
Piperatum
0.00429 0.00056 0.00129 0.00478
0.00002; 0.394879 0.498527 0.140352
0.231646 3.281541;
50
Gloeosporium
Piperatum
1.991005 1.422213 0.162606 3.079113
0.95077; 1.991005 1.422213 0.162606
3.079113 0.95077;
51
Gloeosporium
Piperatum
0.00516 0.00035 0.71187 0.00039
0.00434; 2.49263 0.583258 10.321665
2.428576 -0.05158;
52
Gloeosporium
Piperatum
0.00064 0.00349 0.00081 0.01049
0.01789; 0.333165 1.991005 1.422213
0.162606 3.079113;
53
Gloeosporium
Piperatum
0.00528 0.00074 0.73199 0.0004
0.00617; 2.49263 0.583258 10.321665
2.428576 -0.05158;
54
Gloeosporium
Piperatum
0.00502 0.00069 0.7582 0.00033
0.00584; 2.49263 0.583258 10.321665
2.428576 -0.05158
55
Gloeosporium
Piperatum
0.00394 0.00033 0.71174 0.00005
0.00228; 2.49263 0.583258 10.321665
2.428576 -0.05158;
56
Gloeosporium
Piperatum
0.00416 0.00009 0.7731 0.00001
0.00076; 2.49263 0.583258 10.321665
2.428576 -0.05158;
57
Gloeosporium
Piperatum
0.00979 0.00039 0.00305 0.02987 0;
0.394879 0.498527 0.140352 0.231646
3.28154;
Universitas Sumatera Utara
60
Tabel Hasil Pelatihan Citra (lanjutan)
58
Gloeosporium
Piperatum
0.00553 0.00014 0.7329 0.00007
0.00207; 2.49263 0.583258 10.321665
2.428576 -0.05158
59
Gloeosporium
Piperatum
0.00452 0.00017 0.64521 0.00009
0.00309; 2.49263 0.583258 10.321665
2.428576 -0.05158;
60
Gloeosporium
Piperatum
0.00576 0.00028 0.81525 0.00011
0.00174; 2.49263 0.583258 10.321665
2.428576 -0.05158;
61
Normal
0.00394; 0; 0.82811; 0; 0.00003;
............. 2.49263; 0.5832; 10.321665;
2.428576; -0.05158;
62
Normal
0.00393; 0.00001; 0.8427; 0; 0.00007;
............. 2.49263; 0.58325; 8;
10.321665; 2.428576;
63
Normal
0.00392; 0; 0.85192; 0; 0; .............
2.49263; 0.58325; 8; 10.321665;
2.428576;
64
Normal
0.00394; 0; 0.8307; 0; 0.00001;
............. 0.58325; 8; 10.321665;
2.428576; -0.05158;
65
Normal
0.0039 0.00001 0.79225 0 0.00003;
1.991005 1.422213 0.162606 3.079113
0.95077;
66
Normal
0.0045 0 0.00022 0.0702 0; 0.394879
0.498527 0.140352 0.231646
3.281541;
Universitas Sumatera Utara
61
Tabel Hasil Pelatihan Citra (lanjutan)
67
Normal
0.00391 0 0.78414 0 0.00003;
0.394879 0.498527 0.140352 0.231646
3.281541;
68
Normal
0.00438 0.00001 0.00303 0.07717 0;
1.991005 1.422213 0.162606 3.079113
0.95077;
69
Normal
0.00392 0.00007 0.76833 0 0.0002;
1.991005 1.422213 0.162606 3.079113
0.95077;
70
Normal
0.00372 0.00006 0.00511 0.0767 0;
0.394879 0.498527 0.140352 0.231646
3.281541;
71
Normal
0.00009 0.00769 0 0.00045 0.00794;
0.457 0.500797 0.06135 -0.008132
0.333165;
72
Normal
0.0039 0 0.83688 0 0; 0.394879
0.498527 0.140352 0.231646
3.281541;
73
Normal
0.0039 0 0.84868 0 0.00001;
1.991005 1.422213 0.162606 3.079113
0.95077;
74
Normal
0.00275 0.00001 0.00058 0.04674 0;
0.394879 0.498527 0.140352 0.231646
3.281541;
75
Normal
0 0.00102 0 0.00003 0.00469; 2.49263
0.583258 10.321665 2.428576 0.05158
Universitas Sumatera Utara
62
Tabel Hasil Pelatihan Citra (lanjutan)
76
Normal
0.0039 0 0.83114 0 0; 2.49263
0.583258 10.321665 2.428576 0.05158
77
Normal
0.00391 0 0.84283 0 0; 0.394879
0.498527 0.140352 0.231646
3.281541;
78
Normal
0.00391 0 0.84311 0 0.00003;
0.394879 0.498527 0.140352 0.231646
3.281541
79
Normal
0.00391 0 0.84676 0 0; 0.394879
0.498527 0.140352 0.231646
3.281541;
80
Normal
0.0039 0 0.83776 0 0; 0.394879
0.498527 0.140352 0.231646
3.281541;
81
Normal
0.00391 0 0.85587 0 0.00001; 2.49263
0.583258 10.321665 2.428576 0.05158;
82
Normal
0.00391 0 0.81939 0 0.00001; 2.49263
0.583258 10.321665 2.428576 0.05158;
83
Normal
0.00392 0 0.84051 0 0.00001;
0.394879 0.498527 0.140352 0.231646
3.28154;
84
Normal
0.00395 0 0.83761 0 0.00002;
2.512606 0.576357 9.955129 2.8255 0.814779;
Universitas Sumatera Utara
63
Tabel Hasil Pelatihan Citra (lanjutan)
85
Normal
0.00393 0 0.84376 0 0; 2.49263
0.583258 10.321665 2.428576 0.05158;
86
Normal
0.00393 0 0.85506 0 0; 2.49263
0.583258 10.321665 2.428576 -0.0515;
87
Normal
0.00391 0 0.8088 0 0.00001; 2.49263
0.583258 10.321665 2.428576 0.05158;
88
Normal
0.0039 0 0.81908 0 0.00005; 2.49263
0.583258 10.321665 2.428576 0.05158;
89
Normal
0.00391 0 0.83152 0 0.00003;
0.394879 0.498527 0.140352 0.231646
3.281541
90
Normal
0.0039 0 0.85845 0 0; 2.49263
0.583258 10.321665 2.428576 0.05158;
Universitas Sumatera Utara
64
Lampiran 2
Hasil Pengujian Citra
No
Nama File
1
Hasil Aplikasi
Manual
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Status
Benar
C31_2.jpg
2
Benar
C32_2 jpg
3
Benar
C33_2 jpg
4
Benar
C34_2 jpg
5
Benar
C35_2 jpg
Universitas Sumatera Utara
65
Hasil Pengujian Citra (lanjutan)
6
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Benar
C36_2 jpg
7
Benar
C37_2 jpg
Normal
8
Colletotrichum
Capsici
Salah
C38_2 jpg
9
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Benar
C39_2 jpg
10
Benar
C40_2 jpg
11
Benar
C41_2 jpg
Universitas Sumatera Utara
66
Hasil Pengujian Citra (lanjutan)
13
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Colletotrichum
Colletotrichum
Capsici
Capsici
Benar
C43_2 jpg
14
Benar
C44_2 jpg
15
Benar
C45_2 jpg
16
Benar
C46_2 jpg
17
Benar
C47_2 jpg
18
Benar
C48_2 jpg
19
Benar
C49_2 jpg
Universitas Sumatera Utara
67
Hasil Pengujian Citra (lanjutan)
20
Colletotrichum
Colletotrichum
Capsici
Capsici
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Salah
Normal
Gloeosporium
Piperatum
Salah
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Benar
C50_2 jpg
21
G31_2 jpg
22
G32_2 jpg
23
G33_2 jpg
Colletotrichum
24
Capsici
G34_2 jpg
25
G35_2 jpg
26
G36_2 jpg
Universitas Sumatera Utara
68
Hasil Pengujian Citra (lanjutan)
27
Colletotrichum
Capsici
Gloeosporium
Piperatum
Salah
Colletotrichum
Capsici
Gloeosporium
Piperatum
Salah
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
G37_2 jpg
28
G38_2 jpg
29
G39_2 jpg
30
G40_2 jpg
31
G41_2 jpg
32
G42_2 jpg
Universitas Sumatera Utara
69
Hasil Pengujian Citra (lanjutan)
33
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Capsici
Gloeosporium
Piperatum
Salah
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
G43_2 jpg
34
G44_2 jpg
35
G45_2 jpg
Colletotrichum
36
G46_2 jpg
37
G47_2 jpg
38
G48_2 jpg
Universitas Sumatera Utara
70
Hasil Pengujian Citra (lanjutan)
39
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Gloeosporium
Piperatum
Gloeosporium
Piperatum
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
G49_2 jpg
40
G50_2 jpg
41
N31 jpg
42
N32 jpg
43
N33 jpg
44
N34 jpg
Universitas Sumatera Utara
71
Hasil Pengujian Citra (lanjutan)
45
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
N35 jpg
46
N36 jpg
47
N37 jpg
48
N38 jpg
49
N39 jpg
50
N40 jpg
Universitas Sumatera Utara
72
Hasil Pengujian Citra (lanjutan)
51
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
N41 jpg
52
N42 jpg
53
N43 jpg
54
N44 jpg
55
N45 jpg
56
N46 jpg
Universitas Sumatera Utara
73
Hasil Pengujian Citra (lanjutan)
57
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
Normal
Normal
Benar
N47 jpg
58
N48 jpg
59
N49 jpg
60
N50 jpg
Universitas Sumatera Utara