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

Table 5

The classification results of the four machine learning methods.

Classifier	Sensitivity (%)	Specificity (%)	Accuracy (%)	F1 score (%)	Kappa coefficient
KNN	93.16	93.33	93.24	93.24	0.87
RF	95.18	94.44	94.81	94.83	0.90
AdaBoost	93.09	92.17	92.63	92.67	0.85
SVM	93.59	86.38	89.98	90.33	0.80