Table 3.

Classification performance of various ML algorithms on cold injuries among the elderly (> 60 years old) population.

Method	Accuracy		Precision		Recall		F1-score
	Mean	Standard error	Mean	Standard error	Mean	Standard error	Mean	Standard error
Decision tree	69.282	0.013	30.177	0.028	26.551	0.030	27.960	0.026
Random forest	76.555	0.010	44.802	0.123	9.681	0.024	15.683	0.037
XGBoost	77.895	0.005	52.886	0.036	18.564	0.022	27.351	0.028
AdaBoost	76.746	0.005	47.656	0.023	26.596	0.025	33.876	0.025
Neural network	69.665	0.018	29.444	0.037	20.683	0.022	23.617	0.022