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Performance of individual predictors and RPI-SE on RPI369 data set
| Predictors | Acc(%) | TPR(%) | TNR(%) | PPV(%) | MCC(%) |
|---|---|---|---|---|---|
| XGBoost | 84.54 | 81.45 | 90.08 | 78.87 | 69.51 |
| SVM | 75.63 | 72.50 | 83.49 | 67.61 | 51.86 |
| ExtraTree | 68.66 | 67.65 | 72.74 | 64.51 | 37.57 |
| RPI-SE | 88.44 | 83.69 | 95.87 | 80.85 | 77.73 |
The boldface indicates this measure performance is the best among the compared methods
