Model

FDR (at 3%)

Train (%)

Test (%)

OOT (%)

Logistic regression

72.85

72.96

45.25

Artificial neural net

72.65

68.95

44.86

Support vector machine

90.12

82.29

47.54

Random forest

80.97

79.58

45.42

Boosted tree

89.86

90.08

49.83