Methods | Train | Test | ||||
---|---|---|---|---|---|---|
 | Sensitivity | Specificity | Accuracy | Sensitivity | Specificity | Accuracy |
Logistic regression | 0.75 | 0.89 | 0.82 | 0.73 | 0.86 | 0.79 |
Random forest | 0.73 | 0.77 | 0.75 | 0.73 | 0.78 | 0.75 |
Supporting vector machine | 0.74 | 0.89 | 0.82 | 0.73 | 0.87 | 0.80 |
Naïve Bayes | 0.63 | 0.89 | 0.76 | 0.63 | 0.88 | 0.75 |
Neural network | 0.76 | 0.87 | 0.81 | 0.72 | 0.81 | 0.76 |
Linear discriminant analysis | 0.73 | 0.88 | 0.80 | 0.71 | 0.87 | 0.79 |
Mixture discriminant analysis | 0.74 | 0.89 | 0.81 | 0.71 | 0.84 | 0.77 |
Flexible discriminant analysis | 0.73 | 0.88 | 0.80 | 0.71 | 0.87 | 0.79 |