QI set | Machine learning algorithm | Classification accuracy (%) | False positive (%) |
---|---|---|---|
(v) | SVR | 86.63 | 6.92 |
(v) | KNN | 90.09 | 4.76 |
(v) | GBDT | 92.97 | 3.57 |
(v) | Decision tree | 92.00 | 3.80 |
(v) | Random forest | 93.43 | 2.81 |
(v) | Linear regression | 84.61 | 8.70 |
(v) | Adaboost | 86.04 | 8.59 |
(v) | Bagging | 93.31 | 3.43 |
(v) | Extra tree | 88.89 | 5.57 |
(v) | MLP | 87.36 | 6.43 |