Additional file 3 of Using weak signals to predict spontaneous breathing trial success: a machine learning approach
Supplementary Material 3. Figure 2. Effect of varying sample size on AUROC for the different models in the test dataset. We used light dimensional reduction and the SMOTE technique. The total corresponds to N=232 observations. AUROC: Area Under the Receiver Operating Curve, KNN: K nearest neighbors,...
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2025
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