Table 4.

The performance of Inception-V3 with ReLU and Mish combined with other optimizers.

Activation Function and Optimizer Methods	Accuracy %	Precision %	Recall %	F1 Measure %	Training Time
Nadam and ReLU	93.50	93.50	93.50	93.49	66 min 38 s
Nadam and Mish	95.21	95.21	95.21	95.20	67 min 12 s
Rmsprop and ReLU	90.21	9021	9021	90.20	65 min 30 s
Rmsprop and Mish	92.86	92.86	92.86	92.85	66 min 23 s
SGD and ReLU	87.29	87.28	87.31	87.28	64 min 17 s
SGD and Mish	89.14	89.14	8914	89.13	65 min 03 s