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. 2018 Oct 15;9:1474. doi: 10.3389/fpls.2018.01474

Table 6.

Rules selection, with membership degree 1.00, generated by neurofuzzy logic showing the best combination of inputs to obtain the highest or lowest results for each output.

Rules NH4+ NO3- K+ SO42- Fe2+ EDTA Cu2+ Cl BO3- SQ PR SL (cm) STN BC (g) Membership degree
3 IF Mid Low THEN High 1.00
5 High Low Low 1.00
6 High High High 1.00
7 Low High 1.00
8 High Low 1.00
10 High Low 1.00
11 Low Low 1.00
13 High Low 1.00
18 IF Low Low High THEN Low 1.00
19 Low High High High 1.00
20 High Low High Low 1.00
21 High High High Low 1.00
24 Mid Low High 1.00
28 IF Low Low Low THEN Low 1.00
29 Mid Low Low Low 1.00
31 Low Low Mid Low 1.00
32 Mid Low Mid High 1.00
33 High Low Mid High 1.00
34 Low Low High Low 1.00
37 Low High Low Low 1.00
40 Low High Mid Low 1.00
41 Mid High Mid Low 1.00
42 High High Mid Low 1.00
44 Mid High High Low 1.00
45 High High High High 1.00
47 Mid Low Low 1.00
54 IF Low THEN Low 1.00
55 High High 1.00
56 Low High 1.00
57 Mid Low 1.00
58 High Low 1.00
59 Low Low 1.00
64 IF High THEN Low 1.00
65 Low Low 1.00

The inputs with stronger effects on each output have been highlighted by software.