Table 4. Most relevant rules with higher memberships generated by neurofuzzy logic software for each output.
Rule | Submodel | Sucrose (%) | LightIntensity | Output | Membership degree | |||
1 | 1 | IF | Low | – | THEN | Low | Survival (%) | 0.90 |
2 | 1 | High | – | High | Root length (cm) | 1.00 | ||
3 | 2 | – | High | Low | 1.00 | |||
4 | 1 | High | – | High | Shoot length (cm) | 1.00 | ||
5 | 2 | – | High | Low | 0.93 | |||
6 | 1 | Mid 2(4) | High | High | In vitro leaves per plantlet | 1.00 | ||
7 | 1 | High | – | High | Ex vitro leaves per plantlet | 1.00 | ||
8 | 2 | - | Low | High | 0.92 | |||
9 | 1 | Low | High | Low | Ex vitro/in vitro leaves | 0.99 | ||
10 | 1 | Mid 4(5) | Mid | High | Plantlet dry weight (g) | 1.00 | ||
11 | Mid 2(5) | High | Low | 1.00 | ||||
12 | 1 | High | – | High | WC (%) | 1.00 | ||
13 | 2 | – | High | Low | 0.92 | |||
14 | 1 | Mid 2(5) | Low | Low | Stomatal density (mm2) | 1.00 | ||
15 | Mid 1(5) | Mid | High | 1.00 | ||||
16 | Mid 2(5) | Mid | High | 1.00 | ||||
17 | Mid 3(5) | Mid | Low | 1.00 | ||||
18 | Mid 4(5) | Mid | Low | 1.00 | ||||
19 | 1 | – | Mid | Low | Open Stomata (%) | 0.83 | ||
20 | 1 | – | Low | High | Fv/Fm | 1.00 | ||
21 | – | Mid | Low | 1.00 | ||||
22 | 2 | Low | – | Low | 1.00 | |||
23 | 1 | Low | Low | Low | F0 | 1.00 | ||
24 | Low | Mid | High | 1.00 | ||||
25 | High | Mid | High | 1.00 | ||||
26 | 1 | Low 1(5) | Mid | Low | Chl a+b (µg g−1 leaf) | 1.00 | ||
27 | Mid 4(5) | High | Low | 1.00 | ||||
28 | High 5(5) | Mid | High | 1.00 | ||||
29 | High 5(5) | High | High | 1.00 | ||||
30 | 1 | Low 1(5) | Mid | Low | Carotenoids (µg g−1 leaf) | 1.00 | ||
31 | Low 1(5) | High | Low | 1.00 | ||||
32 | Mid 3(5) | Mid | Low | 1.00 | ||||
33 | Mid 4(5) | High | Low | 1.00 |