Detection and Quantification of Resting Tremor in Parkinson’s Disease Using Long-Term Acceleration Data

Table 7

The classification results of the four classifiers based on data without preprocessing.

Classifier	Sensitivity (%)	Specificity (%)	Accuracy (%)	F1 score (%)	Kappa coefficient
KNN	88.53	89.04	88.78	88.75	0.78
RF	89.79	88.96	89.38	89.42	0.79
AdaBoost	88.29	84.51	86.40	86.65	0.73
SVM	72.10	90.72	81.41	79.50	0.63