Table 5.

Data showing correlation coefficients obtained from artificial neural networks model

Parameter	Correlation coefficient
	Train	Test	Validation
SOD expression	0.9255***	0.9990***	0.9178***
CAT expression	0.8995***	0.9681***	0.9940***
POD expression	0.9231***	0.9999***	0.9546***
GST-1 expression	0.9629***	0.9987***	0.9999***
GST-2 expression	0.9274***	0.7158***	0.9653***
GST-3 expression	0.9632***	0.9866***	0.9629***
GST-4 expression	0.9688***	0.9993***	0.9904***
GST-5 expression	0.7949***	0.4758**	0.9498***
GST-6 expression	0.9696***	0.9988***	0.9976***
GR expression	0.9769***	0.9936***	0.9835***
CXE expression	0.9833***	0.9868***	0.9846***
P450 expression	0.9421***	0.9603***	0.9873***
NADH expression	0.9593***	0.9992***	0.9243***
RBO expression	0.9469***	0.9966***	0.9997***
GSH-T expression	0.9555***	0.9984***	0.9295***
GSH-S expression	0.8435***	0.9260***	0.9822***
H2O2 content	0.9053***	0.8859***	0.9317***
O2 − content	0.9017***	0.9784***	0.9379***
GSH content	0.8829***	0.8760***	0.9166***
SOD activity	0.8899***	0.9082***	0.9565***
CAT activity	0.9193***	0.9275***	0.9615***
POD activity	0.8475***	0.9081***	0.8491***
GST activity	0.9396***	0.9401***	0.9090***
GR activity	0.9235***	0.9269***	0.9573***
IMI residues	0.9890***	0.9809***	0.9766***

** and *** = significant at p < 0.01 and p < 0.001 respectively