Model

AUC [95% CI]

Precision

Recall

Logistic Regression

T2

0.56 [0.52, 0.59]

0.26

0.56

T3

0.56 [0.53. 0.59]

0.42

0.61

T4

0.56 [0.53, 0.59]

0.49

0.57

Multiple Logistic Regression

T2

0.72 [0.69, 0.76]

0.43

0.71

T3

0.70 [0.67, 0.73]

0.57

0.72

T4

0.70 [0.68, 0.73]

0.63

0.71

Random Forest

T2

0.87 [0.84, 0.90]

0.94

0.76

T3

0.89 [0.87, 0.92]

.83

0.09

T4

0.90 [0.88, 0.92]

0.86

0.09