An exploration into the diagnostic capabilities of microRNAs for myocardial infarction using machine learning

Biology Direct

Table 5 Accuracy, AUC-ROC, sensitivity, and specificity for machine learning models with preset and hyper-tuned hyper-parameters on test set

	Accuracy	AUC-ROC	Sensitivity	Specificity
Hyper-tuned Models
SVM	0.64	0.65	0.62	0.67
GB	0.64	0.65	0.62	0.67
XGB	0.79	0.75	1.00	0.50
HVE	0.86	0.83	1.00	0.67

ISSN: 1745-6150