Percobaan dengan 2 target output Analisis Hasil FNN Berdasarkan Jumlah Target Kelas Klasifikasi
72
Lampiran 6 Nilai statistik HSV
Tahap Kematangan
Hue H Saturasi S
Mean Min
Max Stdv
Mean Min
Max Stdv
2 0.1667
0.0727 0.4175
0.0757 0.0188
0.0062 0.0410
0.0083 3
0.1414 0.0052
0.9852 0.1884
0.0216 0.0041
0.0430 0.0109
4 0.0798
0.0143 0.2448
0.0442 0.0297
0.0041 0.0571
0.0117 5
0.1787 0.0135
0.9992 0.3203
0.0305 0.0024
0.0586 0.0140
6 0.1428
0.0000 0.9928
0.3072 0.0304
0.0042 0.0724
0.0136
Tahap Kematangan
Value V Mean
Min Max
Stdv 2
0.7783 0.7661
0.7958 0.0079
3 0.7705
0.7475 0.7886
0.0123 4
0.7656 0.7418
0.7846 0.0126
5 0.7500
0.7229 0.7855
0.0155 6
0.7482 0.7071
0.7757 0.0177
Lampiran 7 Koefisien determinasi HSV terhadap tahap kematangan
0.0000 0.1000
0.2000 0.3000
0.4000 0.5000
R
2
H S V HS HV SV HSV Fitur Penduga Tahap Kematangan
73
Lampiran 8 Nilai statistik Lab
Tahap Kematangan
L a
Rata Min
Max Stdv
Rata Min
Max Stdv
2 0.7853
0.6843 0.9000
0.0600 0.2045
0.1088 0.3375
0.0657 3
0.7093 0.5301
0.8555 0.1034
0.3010 0.1000
0.4740 0.0833
4 0.6494
0.4494 0.8247
0.1112 0.3649
0.2226 0.5253
0.0891 5
0.5239 0.2850
0.8073 0.1402
0.4446 0.2431
0.5953 0.0959
6 0.5042
0.1000 0.7246
0.1510 0.4807
0.2905 0.7373
0.0977
Tahap
Kematangan
b Rata
Min Max
Stdv 2
0.4440 0.1960 0.8759 0.1419 3
0.4124 0.1540 0.6684 0.1433 4
0.4759 0.2080 0.9000 0.1446 5
0.3942 0.1031 0.8116 0.1570 6
0.3591 0.1000 0.6964 0.1413
Lampiran 9 Koefisien determinasi Lab terhadap tahap kematangan
0.0000 0.2000
0.4000 0.6000
0.8000
R
2
L a b La ab Lb Lab Fitur Penduga Tahap Kematangan
74
Lampiran 10 Nilai statistik uv
Tahap Kematangan
u v
Rata Min
Max Stdv
Rata Min
Max Stdv
2 0.2511
0.1000 0.3691
0.0704 0.4598
0.2300 0.8935
0.1396 3
0.3258 0.1572
0.4916 0.0856
0.4121 0.1529
0.6794 0.1406
4 0.3982
0.2024 0.6026
0.0894 0.4635
0.2232 0.9000
0.1409 5
0.4439 0.1911
0.5927 0.1062
0.3690 0.1152
0.7737 0.1480
6 0.4653
0.2561 0.7739
0.1042 0.3287
0.1000 0.6552
0.1326
Lampiran 11 Koefisien determinasi uv terhadap tahap kematangan
0.0000 0.2000
0.4000 0.6000
0.8000
R
2
u v uv Fitur Penduga Tahap Kematangan
75
Lampiran 12 Nilai statistik tekstur
Tahap Kematangan
Entropi Contras
Rata Min
Mak Stdv
Rata Min
Mak Stdv
2 0.6913
0.4076 0.8994
0.1053 0.1646
0.1337 0.2019
0.0174 3
0.6757 0.4603
0.9000 0.0982
0.1533 0.1337
0.1993 0.0186
4 0.5694
0.4643 0.8012
0.0796 0.1689
0.1390 0.2197
0.0220 5
0.5462 0.2291
0.8469 0.1552
0.1691 0.1409
0.2223 0.0229
6 0.3404
0.1000 0.6582
0.1760 0.1673
0.1412 0.2345
0.0234 Tahap
Kematangan Energi
Homogenitas Rata
Min Mak
Stdv Rata
Min Mak
Stdv 2
0.2235 0.2050
0.2656 0.0169
0.9220 0.9506
0.9717 0.0059
3 0.2245
0.1834 0.2962
0.0255 0.9266
0.9491 0.9764
0.0070 4
0.2256 0.1994
0.2645 0.0163
0.9229 0.9485
0.9718 0.0069
5 0.2408
0.1754 0.3001
0.0279 0.9233
0.9470 0.9727
0.0069 6
0.2703 0.2352
0.3255 0.0268
0.9263 0.9449
0.9760 0.0070
Lampiran 13 Koefisien determinasi tekstur berdasar tahap kematangan
0.1 0.2
0.3 0.4
0.5
R
2
E k e h Ek Ee Eh ke kh eh Eke Ekh keh Ekeh Fitur Penduga Tahap Kematangan
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Lampiran 14 Pola output target pembelajaran FNN
NO T1
T2 T3
NO T1
T2 T3
1 0.9734
0.9457 0.8853
54 0.9608
0.9875 0.9847
2 0.9858
0.9547 0.8765
55 0.9372
0.9750 0.9987
3 0.9987
0.9827 0.9273
56 0.9967
0.9935 0.9541
4 0.9476
0.9241 0.8493
57 0.9802
0.9987 0.9837
5 0.9946
0.9882 0.9461
58 0.9650
0.9927 0.9863
6 0.9984
0.9858 0.9364
59 0.9904
0.9937 0.9661
7 0.9841
0.9835 0.9468
60 0.9598
0.9888 0.9847
8 0.9938
0.9915 0.9431
61 0.9752
0.9721 0.9451
9 0.9991
0.9851 0.9287
62 0.9790
0.9974 0.9813
10 0.9952
0.9705 0.9073
63 0.9608
0.9855 0.9814
11 0.9881
0.9847 0.9326
64 0.9365
0.9764 0.9992
12 0.9770
0.9770 0.9547
65 0.9586
0.9876 0.9926
13 0.9868
0.9992 0.9768
66 0.9426
0.9707 0.9536
14 0.9973
0.9863 0.9333
67 0.9221
0.9534 0.9532
15 0.9974
0.9897 0.9434
68 0.9183
0.9628 0.9935
16 0.9880
0.9913 0.9475
69 0.8954
0.9482 0.9917
17 0.9925
0.9732 0.9198
70 0.9115
0.9582 0.9787
18 0.9923
0.9670 0.9065
71 0.9714
0.9919 0.9817
19 0.9968
0.9889 0.9362
72 0.9342
0.9706 0.9692
20 0.9849
0.9795 0.9367
73 0.9580
0.9873 0.9963
21 0.9922
0.9779 0.9295
74 0.8950
0.9482 0.9899
22 0.9940
0.9767 0.9139
75 0.8870
0.9359 0.9852
23 0.9946
0.9897 0.9381
76 0.9009
0.9481 0.9815
24 0.9821
0.9958 0.9677
77 0.9397
0.9720 0.9909
25 0.9794
0.9651 0.8983
78 0.9510
0.9839 0.9817
26 0.9880
0.9944 0.9715
79 0.9295
0.9665 0.9953
27 0.9978
0.9955 0.9523
80 0.9722
0.9958 0.9874
28 0.9756
0.9922 0.9653
81 0.9667
0.9930 0.9837
29 0.9692
0.9766 0.9533
82 0.9710
0.9824 0.9619
30 0.9895
0.9950 0.9559
83 0.9575
0.9663 0.9574
31 0.9846
0.9966 0.9668
84 0.9381
0.9762 0.9873
32 0.9919
0.9622 0.8932
85 0.8782
0.9175 0.9660
33 0.9915
0.9985 0.9647
86 0.9253
0.9676 0.9859
34 0.9832
0.9835 0.9560
87 0.9285
0.9708 0.9989
35 0.9900
0.9992 0.9699
88 0.8110
0.8736 0.9290
36 0.9846
0.9966 0.9668
89 0.8682
0.9177 0.9766
37 0.9870
0.9958 0.9718
90 0.8296
0.8869 0.9603
38 0.9919
0.9857 0.9428
91 0.8863
0.9342 0.9839
39 0.9387
0.9778 0.9978
92 0.9521
0.9863 0.9974
40 0.9715
0.9946 0.9897
93 0.8718
0.9187 0.9747