BMC Medical Informatics and Decision Making

Table 8 Performance fairness analysis of the proposed model for male and female patients

From: Enhanced interpretable thyroid disease diagnosis by leveraging synthetic oversampling and machine learning models

Male patients
Target	Precision	Recall	F1
Negative	1.00	0.99	0.99
Sick	0.88	0.93	0.90
Average	0.94	0.96	0.95
Female patients
Negative	1.00	1.00	1.00
Sick	0.94	0.89	0.92
Average	0.97	0.95	0.96

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ISSN: 1472-6947

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