Table 3.

Classification metrics using the leave-one-out validation of the machine learning techniques into training set for toxoplasmosis

Method	AUC	CA	F1	Precision	Recall
Neural network	0.623	0.609	0.606	0.606	0.609
Random forest	0.650	0.630	0.627	0.628	0.630
SVM	0.659	0.630	0.630	0.629	0.630
kNN	0.590	0.587	0.588	0.593	0.587
Naive Bayes	0.724	0.652	0.652	0.652	0.652
Logreg	0.680	0.652	0.652	0.652	0.652