Table 3.

Prediction Results with MIMIC-III and Waveform data

	Waveform		EMR
Model	Accuracy (%)	AUC	Accuracy (%)	AUC
Random Forest	83	0.91	78	0.84
XGBoost	86	0.85	69	0.64
Logistic Regression	89	0.86	79	0.86
Linear SVM	81	0.57	79	0.72
SVM Ploynomial 3	80	0.57	77	0.65