[Retracted] Task-Oriented Intelligent Solution to Measure Parkinson’s Disease Tremor Severity

Table 4

Task highest accuracy of all classifiers and values above average counts.

	Accuracy
	Without resampling				With resampling				Count above average
	G-1 (%)	G-4 (%)	P-1 (%)	P-4 (%)	G-1 (%)	G-4 (%)	P-1 (%)	P-4 (%)
drawg	66	55	88	95	93	91	95	99	3
drnkg	66	58	72	79	93	93	96	97	0
fldng	71	63	75	80	94	91	95	96	0
ftnl	77	76	65	62	97	96	95	96	3
ftnr	53	68	76	86	90	98	97	99	3
ntblt	71	63	71	75	95	94	95	96	0
orgpa	66	75	67	77	96	98	96	97	2
raml	77	79	68	59	96	97	98	94	4
ramr	68	59	82	85	96	91	98	99	4
typng	77	71	75	67	96	93	97	96	1
sittg	78	75	87	93	100	98	98	99	8
stndg	72	65	77	76	100	98	99	97	3
strsd	94	81	89	90	100	100	100	100	8
strsu	80	86	90	100	100	100	100	100	8
ststd	86	79	88	81	100	99	99	100	7
wlkgc	76	74	90	83	98	96	99	98	7
wlkgp	72	73	88	84	96	97	98	98	6
wlkgs	80	79	90	88	99	98	100	99	8
Average	74	71	80	81	97	96	98	98

G-1: GENEActiv-Day 1; G-4: GENEActiv-Day 4; P-1: Pebble-Day 1; P-4: Pebble-Day 4.