Table 3.

The effectiveness of NasNetMobile with ReLU and Mish combined with other optimizer.

Activation Function and Optimizer Methods	Accuracy %	Precision %	Recall %	F1 Measure %	Training Time
Nadam and ReLU	88.64	88.65	88.62	88.63	71 min 36 s
Nadam and Mish	91	91.01	90.98	90.99	72 min 12 s
RMSprop and ReLU	83.79	8379	8378	8379	70 min 48 s
RMSprop and Mish	86.79	86.79	86.79	86.78	71 min 22 s
SGD and ReLU	78.64	78.64	78.63	78.64	69 min 31 s
SGD and Mish	80.50	8050	8050	80.49	70 min 27 s