Algorithms

F1 Score (%)

ROC-AUC

PR AUC (%)

AdaBoost

82.91

82.27

77.61

GBM

87.24

86.94

82.18

LGBM

96.51

96.45

94.78

XGBoost

96.74

96.71

95.36

CatBoost

97.01

96.95

95.38

Random Forest

96.86

96.84

95.71

Decision Trees

94.30

94.32

92.48

LGBM-CatBoost

99.37

99.91

99.90