DNA methylation patterns and predictive models for metabolic disease risk in offspring of gestational diabetes mellitus

Table 3 Performance comparison of machine learning models

Model	Accuracy	Precision	Recall	F1 score	AUC
Random forest	0.88	0.90	0.87	0.88	0.89
SVM	0.85	0.86	0.84	0.85	0.87
Logistic regression	0.82	0.83	0.81	0.82	0.84
Gradient boosting	0.86	0.88	0.85	0.86	0.88

ISSN: 1758-5996