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

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

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