From: Developing a random forest algorithm to identify patent foramen ovale and atrial septal defects in Ontario administrative databases
Model
Test accuracy
Test sensitivity
Test specificity
Traditional*
0.68
0.36
0.96
Final random forest model (original)
0.76
0.66
0.85
Final random forest model (tuned)
0.75