Using Machine Learning to Predict the Requirement for Revascularization in Patients with Chest Pain in the Emergency Department

Table 2

ML results on the training set and the validation set.

Set	Precision	Recall	F1 score	Accuracy	ROC AUC
Training	0	0.88	0.66	0.75	0.75	0.83
	1	0.66	0.88	0.76
Validation	0	0.86	0.81	0.84	0.76	0.79
	1	0.47	0.56	0.51