Analisis Hasil Pemodelan FNN Pembanding Percobaan dengan 5 kelas target output
70
12 0.7622
0.7451 0.7322
0.7409 0.7177
0.7109 13
0.7631 0.7460
0.7431 0.7417
0.7196 0.7229
14 0.7665
0.7633 0.7548
0.7470 0.7312
0.7215 15
0.7553 0.7426
0.7331 0.7385
0.7183 0.7107
16 0.7519
0.7349 0.7272
0.7595 0.7439
0.7406 17
0.7846 0.7802
0.7730 0.7630
0.7490 0.7428
18 0.7522
0.7336 0.7222
0.7472 0.7302
0.7214 19
0.7770 0.7785
0.7753 0.7591
0.7523 0.7517
20 0.7834
0.7699 0.7588
0.7619 0.7601
0.7603 21
0.7745 0.7617
0.7605 0.7390
0.7191 0.7170
22 0.7726
0.7642 0.7517
0.7855 0.7687
0.7580 23
0.7613 0.7556
0.7472 0.7597
0.7502 0.7456
24 0.7651
0.7508 0.7398
0.7765 0.7784
0.7700 25
0.7418 0.7214
0.7157 0.7679
0.7634 0.7585
No tahap 6
red green
blue 1
0.7757 0.7612
0.7599 2
0.7360 0.7143
0.7134 3
0.7647 0.7441
0.7380 4
0.7071 0.6666
0.6559 5
0.7321 0.7113
0.7101 6
0.7387 0.7129
0.7158 7
0.7315 0.7093
0.7028 8
0.7436 0.7264
0.7213 9
0.7547 0.7361
0.7369 10
0.7420 0.7215
0.7122 11
0.7075 0.6839
0.6821 12
0.7547 0.7437
0.7431 13
0.7543 0.7313
0.7313 14
0.7688 0.7525
0.7452 15
0.7478 0.7316
0.7226 16
0.7438 0.7241
0.7190 17
0.7347 0.7087
0.7038 18
0.7695 0.7582
0.7499 19
0.7435 0.7262
0.7239 20
0.7689 0.7653
0.7623 21
0.7539 0.7452
0.7440 22
0.7657 0.7433
0.7279 23
0.7614 0.7396
0.7375 24
0.7582 0.7550
0.7571 25
0.7473 0.7321
0.7306
71
Lampiran 4 Nilai statistik RGB
Tahap Kematangan
Red Merah
Green Hijau
Rata Min
Mak stdv
Rata Min
Mak stdv
2 0.7768
0.7656 0.7958
0.0071
0.7753 0.7591
0.7925 0.0095
3 0.7701
0.7475 0.7886
0.0118
0.7626 0.7337
0.7874 0.0163
4 0.7655
0.7418 0.7846
0.0125
0.7527 0.7214
0.7802 0.0175
5 0.7499
0.7229 0.7855
0.0153
0.7332 0.6959
0.7784 0.0220
6 0.7483
0.7071 0.7757
0.0176
0.7298 0.6666
0.7653 0.0234
Tahap Kematangan
Blue Biru Rata
Min Mak
stdv 2
0.7639 0.7435
0.7878 0.0114
3 0.7539
0.7259 0.7822
0.0171 4
0.7429 0.7069
0.7753 0.0186
5 0.7271
0.6895 0.7700
0.0230 6
0.7259 0.6559
0.7623 0.0243
Lampiran 5 Koefisien determinasi indek RGB terhadap tahap kematangan
0.3000 0.4000
0.5000 0.6000
R
2
R G B RG RB GB RGB Fitur Penduga Tahap Kematangan
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