Mortality Prediction Using SaO₂/FiO₂ Ratio Based on eICU Database Analysis

Table 2

Results from the cross-validation folds from the hyperparameter tuned training set.

	Accuracy	AUC	Recall	Prec.
0	0.8817	0.8507	0.1815	0.6395
1	0.8847	0.8493	0.1947	0.6782
2	0.8847	0.8459	0.2013	0.6703
3	0.8788	0.8325	0.1842	0.5957
4	0.8851	0.8334	0.2072	0.6774
5	0.8847	0.8472	0.2336	0.6455
6	0.8809	0.8398	0.2237	0.6018
7	0.8788	0.8445	0.1612	0.6125
8	0.8800	0.8305	0.1809	0.6180
9	0.8898	0.8532	0.2500	0.7037
Mean	0.8829	0.8427	0.2018	0.6443
SD	0.0033	0.0077	0.0259	0.0351

AUC: area under the curve; SD: standard deviation; Prec.: precision. Final scores are means of the ten folds.