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Table 5 Data showing correlation coefficients obtained from artificial neural networks model

From: 24-epibrassinolide stimulates imidacloprid detoxification by modulating the gene expression of Brassica juncea L

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***

  1. ** and *** = significant at p < 0.01 and p < 0.001 respectively
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BMC Plant Biology

ISSN: 1471-2229

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