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. 2023 Jul 7;14:1205151. doi: 10.3389/fpls.2023.1205151

Table 3.

Comparison of different activation functions.

Type ReLU Elu Swish Selu Leaky ReLU
Batch size 16 16 16 16 16
Epochs 200 200 200 200 200
Acc% 97.75 98.83 98.75 98.25 99.33
Pre% 97.78 98.88 98.78 98.26 99.36
Rec% 97.76 98.84 98.76 98.26 99.34
F1% 97.77 98.86 98.77 98.26 99.35