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Table 6 Apache scoring experiment

From: Efficacy prediction of noninvasive ventilation failure based on the stacking ensemble algorithm and autoencoder

Classifiers Accuracy AUC F1 Precision Recall
Apache 0.713 0.667 0.235 0.55 0.15
SMSN 0.882 0.915 0.794 0.814 0.776
  1. The significance of bold mean that better performance results are obtained in this experiment