Analisis Hasil Pemodelan FNN Pembanding Percobaan dengan 5 kelas target output Percobaan dengan 2 target output
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Lanjutan Lampiran 1 Hitung suku perubahan bobot v
ji
yang akan dipakai untuk mengubah bobot v
ji
Δ
��
= ;
� = 1,2, . . , � ; � = 0,1, … , Fase III : perubahan bobot
Langkah 8 : hitung semua perubahan bobot
Perubahan bobot garis yang menuju ke unit keluaran :
��
�� =
��
� � + Δ
��
� = 1,2, … , ; � = 0,1, … , � Perubahan bobot garis yang menuju ke unit tersembunyi :
��
�� =
��
� � + Δ
��
� = 1,2, … , � ; � = 0,1, … , Lampiran 2 Citra data sampel
67
Lanjutan Lampiran 2
68
Lanjutan Lampiran 2
69
Lampiran 3 Nilai RGB citra buah manggis No
tahap 2 tahap 3
red green
blue red
green blue
1 0.7830
0.7925 0.7878
0.7757 0.7734
0.7564 2
0.7791 0.7822
0.7661 0.7773
0.7710 0.7595
3 0.7869
0.7876 0.7772
0.7475 0.7352
0.7264 4
0.7772 0.7724
0.7453 0.7886
0.7821 0.7633
5 0.7778
0.7744 0.7599
0.7690 0.7629
0.7529 6
0.7842 0.7844
0.7743 0.7749
0.7695 0.7591
7 0.7814
0.7742 0.7565
0.7558 0.7415
0.7326 8
0.7687 0.7617
0.7507 0.7826
0.7781 0.7785
9 0.7793
0.7774 0.7634
0.7535 0.7435
0.7326 10
0.7723 0.7760
0.7621 0.7671
0.7546 0.7425
11 0.7679
0.7591 0.7435
0.7815 0.7874
0.7746 12
0.7748 0.7730
0.7619 0.7761
0.7668 0.7569
13 0.7812
0.7715 0.7640
0.7733 0.7719
0.7679 14
0.7676 0.7660
0.7569 0.7535
0.7435 0.7326
15 0.7751
0.7716 0.7574
0.7671 0.7546
0.7425 16
0.7758 0.7654
0.7528 0.7722
0.7653 0.7596
17 0.7819
0.7862 0.7775
0.7760 0.7747
0.7691 18
0.7806 0.7863
0.7744 0.7538
0.7337 0.7259
19 0.7958
0.7917 0.7813
0.7580 0.7456
0.7405 20
0.7757 0.7744
0.7709 0.7765
0.7734 0.7733
21 0.7769
0.7794 0.7725
0.7823 0.7839
0.7790 22
0.7661 0.7613
0.7497 0.7701
0.7602 0.7487
23 0.7656
0.7697 0.7604
0.7832 0.7640
0.7495 24
0.7762 0.7810
0.7716 0.7826
0.7858 0.7822
25 0.7679
0.7634 0.7585
0.7531 0.7429
0.7410 No
tahap 4 tahap 5
red green
blue red
green blue
1 0.7833
0.7679 0.7590
0.7562 0.7364
0.7298 2
0.7628 0.7510
0.7369 0.7502
0.7342 0.7238
3 0.7828
0.7775 0.7638
0.7442 0.7223
0.7117 4
0.7686 0.7573
0.7310 0.7324
0.7091 0.6895
5 0.7542
0.7431 0.7378
0.7360 0.7155
0.7156 6
0.7627 0.7421
0.7333 0.7349
0.7085 0.7043
7 0.7497
0.7222 0.7069
0.7278 0.7003
0.6915 8
0.7785 0.7705
0.7619 0.7563
0.7449 0.7418
9 0.7754
0.7647 0.7542
0.7378 0.7139
0.7052 10
0.7644 0.7523
0.7439 0.7603
0.7464 0.7413
11 0.7444
0.7214 0.7095
0.7229 0.6959
0.6918