Table 4.

Table of AUCs from seven ML prediction models.

Machine learning algorithmsAUC
Decision tree 0.76 
Linear regression 0.7 
Random forest 0.89 
Support vector machine 0.85 
Feedforward neural network 0.83 
Adaboost 0.88 
Gradient boosting 0.61 
Machine learning algorithmsAUC
Decision tree 0.76 
Linear regression 0.7 
Random forest 0.89 
Support vector machine 0.85 
Feedforward neural network 0.83 
Adaboost 0.88 
Gradient boosting 0.61 
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