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
All features
0.878
0.77
0.864
0.694