Skip to main content

Table 3 Classification experimental results of different features

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

Features Accuracy AUC F1 Precision Recall
The original features 0.869 0.905 0.747 0.872 0.653
The manual features 0.874 0.907 0.753 0.889 0.653
All features 0.878 0.907 0.77 0.864 0.694