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