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. 2023 Oct 9;13:17001. doi: 10.1038/s41598-023-42203-0

Table 7.

Accuracy, precision, recall, and F1 score of tested models for AKI Prediction with removing creatinine.

AKI prediction
Model	Accuracy (%)	Precision (%)	Recall (%)	F1 score
XGBoost³²	87.17	66.08	61.60	0.6374
LightGBM³³	87.32	71.77	50.80	0.5943
CatBoost³⁴	86.52	66.84	52.40	0.5873
Random forest³⁹	84.98	67.14	34.80	0.4571
Logistic regression	82.05	52.33	22.80	0.3175