Algorithms | Key performance indicators (KPI) algorithm | |||||
---|---|---|---|---|---|---|
MPCD | Recall | F2 score | Precision | AUC | Accuracy | |
DL | 0.93 | 1 | 0.93 | 0.91 | 0.93 | 0.95 |
RF | 0.88 | 0.95 | 0.89 | 0.9 | 0.89 | 0.93 |
SVM | 0.77 | 0.91 | 0.87 | 0.85 | 0.87 | 0.89 |
ANN | 0.78 | 0.89 | 0.9 | 0.87 | 0.88 | 0.90 |
XGBoost | 0.81 | 0.93 | 0.94 | 0.90 | 0.90 | 0.91 |
LR | 0.76 | 0.90 | 0.87 | 0.88 | 0.86 | 0.89 |