Table 4 AUROC and AUPRC in the test set provided by the best hyperparameter configuration that we found for each model type.

From: Using machine learning to predict deterioration of symptoms in COPD patients within a telemonitoring program

Model

AUROC

AUPRC

CatBoost

0.91

0.53

Feedforward NN

0.89

0.47

Convolutional NN

0.87

0.43

  1. Highest values are in bold.
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