Table 5.

Comparison between different window lengths for tremor prediction based on EEG data processing

Feature set		Classifier	Accuracy (%)	Sensitivity			Specificity			AUC
Feature set No.1	3-s	KNN	73.67 ± 9.56	70.90 ± 14.89	87.18 ± 10.00	61.52 ± 14.53	90.54 ± 8.92	92.50 ± 6.10	79.4 ± 9.30	0.74 ± 0.09
	5-s	Nave Bayes	73.82 ± 18.78	78.61 ± 24.47	88.45 ± 15.04	69.90 ± 29.16	92.80 ± 10.45	85.58 ± 14.05	86.00 ± 13.36	0.75 ± 0.18
Feature set No.2	3-s	KNN	81.29 ± 9.19	79.15 ± 11.38	84.86 ± 11.53	83.94 ± 20.93	90.37 ± 10.33	95.62 ± 6.29	86.57 ± 4.50	0.81 ± 0.09
	5-s	Nave Bayes	66.70 ± 17.00	66.58 ± 27.93	74.96 ± 25.17	65.39 ± 21.25	90.86 ± 10.72	85.69 ± 13.97	75.02 ± 19.88	0.67 ± 0.17