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. 2019 Jul 5;9:9740. doi: 10.1038/s41598-019-46155-2

Table 1.

Critical factors for each output and quality parameters of the neurofuzzy logic models. The inputs with stronger effect on each output have been highlighted.

Outputs Submodel Significant inputs Train Set R2 F ratio df1, df2 f critical (α < 0.01)
STN 1 EDTA × K+ 77.44 36.82 11, 118 2.40
2 BAP
3 Cl
4 Genotype
5 Na+
LN 1 Na+  × Thiamine-HCl 80.63 62.94 8, 121 2.66
2 Cl
3 K+
LC 1 Genotype × Thiamine-HCl 78.07 27.05 15, 114 2.19
2 Fe2+  × Mn2+
3 Cl
4 Glycine
5 K+  × SO42−
BC (g) 1 EDTA × Mn2+ 82.28 49.82 11, 128 2.40
2 Glycine
3 Cl
4 Genotype
5 NH4+
SF 4.39 2.92 2, 127 4.77
Hyperhydricity 11.51 8.26 2, 127 4.77
Epinasty 21.02 6.60 5, 124 3.16