Table 2.

Performance of each machine learning model and 1 classical statistical model according to the AUCs in the validation cohort

ModelAUCs
Grade II-IVGrade III-IV
NB 0.604 0.622 
ADTree 0.616 0.622 
MLP 0.576 0.566 
RF 0.558 0.593 
AdaBoost 0.597 0.611 
LR 0.562 0.539 
ModelAUCs
Grade II-IVGrade III-IV
NB 0.604 0.622 
ADTree 0.616 0.622 
MLP 0.576 0.566 
RF 0.558 0.593 
AdaBoost 0.597 0.611 
LR 0.562 0.539 
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