Machine Learning Models for Survival and Neurological Outcome Prediction of Out-of-Hospital Cardiac Arrest Patients

Table 3

Area under the receiver operating curve, positive predictive value, sensitivity, and specificity between different machine learning models for neurologic outcome.

	LR	SVM	XGB
AUC
PPV
Sensitivity
Specificity

LR: logistic regression; SVM: support vector machine; XGB: extreme gradient boosting; AUC: area under the receiver operating curve; PPV: positive predictive value.