Table 2.

Classification metrics of the machine learning techniques into training set for toxoplasmosis

Method	AUC	CA	F1	Precision	Recall
Neural network	1.000	1.000	1.000	1.000	1.000
Random forest	0.996	0.935	0.935	0.935	0.935
SVM	0.798	0.761	0.761	0.768	0.761
kNN	0.798	0.761	0.758	0.763	0.761
Naive Bayes	0.849	0.739	0.758	0.763	0.761
Logreg	0.811	0.696	0.696	0.696	0.696