Evaluating the risk of endometriosis based on patients’ self-assessment questionnaires

Table 3 Metrics obtained by models trained on a subset of features selected by a given method

Method	Precision	Recall	Specificity	Accuracy	F1 weighted	Test AUC	Train AUC	Matthew’s coefficient
Boruta	0.26	0.69	0.77	0.76	0.80	0.80	0.81	0.32
Experts’ decisions	0.23	0.69	0.73	0.72	0.77	0.78	0.85	0.28
Recursive selection	0.25	0.74	0.73	0.73	0.78	0.81	0.85	0.31

ISSN: 1477-7827