Table 8.
ROC area and PRC area of collaborative Parkinson's detection using Naive Bayes.
| Classifier | Attributes | ROC area | PRC area |
|---|---|---|---|
| C4.5 decision tree | 7 | 0.60 | 0.69 |
| k-Nearest Neighbor | 7 | 0.56 | 0.65 |
| Logistic Regression | 7 | 0.75 | 0.80 |
| Neural Network | 7 | 0.73 | 0.79 |
| Random Forest | 7 | 0.74 | 0.78 |
| Naïve Bayes | 7 | 0.76 | 0.81 |