Table 4.

Model performance in shock rate generation.

Model	Accuracy	Precision	Recall	F1	t statistic	P value
Deep learning	0.981	0.963	0.957	0.960	0.277	.782
Logistic regression	0.978	0.932	0.960	0.945	2.331	.020
RFCa	0.952	0.930	0.986	0.956	2.064	.039
SVCb	0.976	0.926	0.956	0.939	2.510	.012

^aRFC: random forest classifier.

^bSVC: support vector classifier.