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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