Table 2 Model performances predicting patient avoidance of refried beans and beer. (a) Accuracy and AUC for each model against the test holdout set. (b) Confusion matrices for each model on the test holdout set.

From: The risk of shortcutting in deep learning algorithms for medical imaging research

a)

Refried beans

Beer

   

Accuracy

0.600

0.702

  

AUC

0.631

0.734

  

b)

True answer

Predicted answer

Refried beans

 

Beer

 

Yes

No

Yes

No

Yes

1,258

686

1,876

610

No

839

1,031

529

810