Table 7 Classification accuracy, specificity and sensitivity for the rest tremor analysis
From: Telemonitoring Parkinson’s disease using machine learning by combining tremor and voice analysis
Used | 2-level classification | 5-level classification | ||||
|---|---|---|---|---|---|---|
Classifier | Accuracy | Specificity | Sensitivity | Accuracy | Specificity | Sensitivity |
kNN | 98.5 | 100 | 94.0 | 90.5 | 96.0 | 87.5 |
SVM | 96.8 | 98.0 | 92.0 | 87.0 | 91.0 | 86.5 |
Naive Bayes | 91.6 | 95.5 | 89.5 | 77.0 | 72.0 | 81.5 |