Precision

Recall

F1 score

Type I

Type II

Adaboost Classification

79.2%

88.6%

83.6%

11.4%

18.6%

Random Forest Classification

86.7%

84.9%

85.8%

10.4%

15.1%

Bagging Classification

84.0%

75.9%

79.8%

11.5%

24.1%

Decision Tree Classification

75.1%

65.0%

69.7%

17.2%

35.0%

Logistic Regression

82.3%

61.1%

70.1%

10.5%

38.9%