Optimal Deep Learning Model for Olive Disease Diagnosis Based on an Adaptive Genetic Algorithm

Table 8

Sample of multiclass classification results based on an adaptive genetic algorithm.

	Epoch	Batch size	Accuracy	Precision	Recall	fBeta
AlexNet	1	128	0.77	0.77	0.77	0.77
	33	64	0.86	0.86	0.86	0.86
	60	64	0.87	0.87	0.87	0.87
ResNet	1	64	0.79	0.79	0.79	0.79
	40	128	0.97	0.97	0.97	0.97
	60	64	0.96	0.96	0.96	0.96
DensNet	1	32	0.87	0.87	0.87	0.87
	20	64	0.96	0.97	0.96	0.96
	40	64	0.95	0.95	0.96	0.96