From: Prediction of incident myocardial infarction using machine learning applied to harmonized electronic health record data
F1 Score
AUC
Training time
Oversampling
Random
0.105
0.816
22 min
SMOTE
0.109
0.786
34 min
Undersampling
0.091
0.839
2 min
Cluster centroid
0.057
0.78
78 min
None
0.01
0.51
3 min