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

Table 7

Sample of binary classification results based on an adaptive genetic algorithm: scenario2.

Scenario 2
	Epoch	Batch size	Accuracy	roc_auc	Precision	Recall	fBeta
AlexNet	1	32	0.84	0.92	0.86	0.87	0.86
	40	64	0.91	0.98	0.87	0.98	0.95
	60	128	0.91	0.97	0.89	0.96	0.94
Resnet	1	64	0.90	0.96	0.90	0.91	0.91
	46	64	0.98	0.99	0.98	0.99	0.99
	61	128	0.98	0.99	0.98	0.99	0.99
DensNet	1	128	0.92	0.97	0.94	0.92	0.93
	41	64	0.97	0.99	0.97	0.98	0.98
	60	64	0.97	0.99	0.98	0.98	0.98