Table 1 Model performance of all algorithms
MODEL | AUC | CA | F1 | Precision | Recall | LogLoss | Specificity |
|---|---|---|---|---|---|---|---|
Tree | 0.982 | 0.897 | 0.890 | 0.879 | 0.890 | 0.158 | 0.498 |
AdaBoost | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.313 | 1.000 |
Random Forest | 0.991 | 0.923 | 0.921 | 0.920 | 0.923 | 0.153 | 0.760 |