Table 8 Performance of different machine learning methods obtained by Shan et al. [8]
Method | Features | Sensitivity (%) | Specificity (%) | Area under the curve |
|---|---|---|---|---|
Decision tree | {4, 3, 10, 2, 7} | 74.0 | 82.0 | 0.803 |
Multilayer perceptron | {4, 3, 2, 6, 5, 1} | 78.0 | 78.2 | 0.823 |
Random forest | {6, 10, 2, 9, 3} | 75.3 | 82.0 | 0.828 |
Support vector machine | {4, 2, 6, 3, 10} | 77.3 | 78.2 | 0.842 |