Feasibility of Using Dynamic Time Warping to Measure Motor States in Parkinson’s Disease

Table 4

Classification accuracy, precision, recall, and -score results for other rating scales.

Rating scale items	SVM				Decision Trees
	Accuracy	Precision	Recall	-score	Accuracy	Precision	Recall	-score
TRS	82%	0.67	0.82	0.74	74%	0.54	0.73	0.62
Dyskinesia	87%	0.75	0.87	0.80	86%	0.75	0.86	0.80
Bradykinesia (#31)	88%	0.77	0.88	0.82	87%	0.77	0.87	0.82
Gait (#29)	88%	0.77	0.88	0.82	87%	0.77	0.88	0.82
Arising from chair (#27)	91%	0.83	0.91	0.86	91%	0.83	0.91	0.86
Leg agility (#26)	83%	0.68	0.82	0.75	82%	0.68	0.82	0.75