Table 6.

The effectiveness of AlexNet with ReLU and Mish combined with other optimizers.

Activation Function and Optimizer Methods	Accuracy %	Precision %	Recall %	F1 Measure %	Training Time
Nadam and ReLU	81.64	81.85	81.71	81.63	15 min 04 s
Nadam and Mish	82.71	82.92	82.78	82.70	15 min 15 s
RMSprop and ReLU	79.71	79.88	79.77	79.70	14 min 44 s
RMSprop and Mish	80.92	81.14	80.99	80.91	14 min 51 s
SGD and ReLU	76.07	76.07	76.05	76.05	14 min 24 s
SGD and Mish	77.42	77.43	77.43	77.42	14 min 28 s