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

Table 3

Machine learning method evaluation (scenario1).

	Scenario 1
	Accuracy	roc_auc	Precision	Recall	fBeta
Logistic regression	0.87	0.92	0.89	0.95	0.93
Linear discriminant analysis	0.86	0.89	0.88	0.93	0.92
KNN	0.89	0.92	0.91	0.93	0.92
Decision tree	0.85	0.83	0.90	0.89	0.89
Random forest	0.92	0.97	0.91	0.98	0.96
Naive Bayes	0.70	0.89	0.96	0.59	0.64
SVM	0.88	0.92	0.88	0.96	0.94