TABLE 7.
Rules for morpho-physiological quality responses (SQ, shoot quality; BC, basal callus; H, hyperhydricity) with their membership degree (MD) generated by neurofuzzy logic.
Rules | [NH4+] | [NO3–] | [K+] | [PO43–] | [SO4–2] | [Cl–] | [Fe2+] | [BO3–] | [I–] | SQ | BC | H | MD | ||
38 | IF | Low | THEN | High | 1.00 | ||||||||||
39 | High | Low | 1.00 | ||||||||||||
40 | Low | Low | Low | 0.84 | |||||||||||
41 | Low | Mid | Low | 1.00 | |||||||||||
42 | Low | High | Low | 0.62 | |||||||||||
43 | High | Low | Low | 1.00 | |||||||||||
44 | High | Mid | High | 1.00 | |||||||||||
45 | High | High | High | 0.83 | |||||||||||
46 | Low | Low | 1.00 | ||||||||||||
47 | Mid | High | 1.00 | ||||||||||||
48 | High | Low | 0.93 | ||||||||||||
49 | Low | Low | 1.00 | ||||||||||||
50 | Mid | High | 1.00 | ||||||||||||
51 | High | Low | 0.58 | ||||||||||||
52 | IF | Low | Low | THEN | Low | 1.00 | |||||||||
53 | Mid | Low | Low | 1.00 | |||||||||||
54 | High | Low | Low | 1.00 | |||||||||||
55 | Low | Mid | High | 1.00 | |||||||||||
56 | Mid | Mid | High | 0.92 | |||||||||||
57 | High | Mid | High | 1.00 | |||||||||||
58 | Low | High | High | 0.79 | |||||||||||
59 | Mid | High | High | 1.00 | |||||||||||
60 | High | High | High | 0.89 | |||||||||||
61 | Low | High | 1.00 | ||||||||||||
62 | Mid | High | 0.75 | ||||||||||||
63 | High | High | 1.00 | ||||||||||||
64 | IF | Low | Low | THEN | Low | 0.60 | |||||||||
65 | Low | High | High | 1.00 | |||||||||||
66 | High | Low | Low | 1.00 | |||||||||||
67 | High | High | High | 1.00 | |||||||||||
68 | Low | Low | High | 1.00 | |||||||||||
69 | Low | High | Low | 1.00 | |||||||||||
70 | High | Low | High | 1.00 | |||||||||||
71 | High | High | Low | 1.00 |
The inputs with the strongest effect indicated by the model are bolded. SQ, shoot quality; BC, basal callus; H, hyperhydricity; and MD, membership degree.