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. 2020 Jun 23;11:666. doi: 10.3389/fpls.2020.00666

Table 1.

Statistical performance of the neural network in the training stage.

Training Testing Validation Total
Spike pixels 152793 32773 32716 218282
Non-spike pixels 511743 109627 109684 731054
TP rate (%) 96.2 96.4 96.0 96.2
TN rate (%) 99.3 99.3 99.3 99.3
Accuracy (%) 98.5 98.6 98.5 98.6