Hyperchloremia in critically ill patients: association with outcomes and prediction using electronic health record data

Table 4 Precision, Recall, and F\(_{1}\)-scores of the testing set using thresholds set by the maximal Youden’s J statistic

Model	Precision	Recall	F\(_{1}\)-score
Multi-layer perceptron	0.1424	0.6741	0.2351
Random forest	0.1423	0.6741	0.2350
Ridge regression	0.1431	0.6169	0.2323
XGBoost	0.1405	0.6550	0.2314

ISSN: 1472-6947