Table 3.

Summary of high performing SVM models ( 0.75 Accuracy, Recall)

	THRESHOLD	STATISTIC	ACCURACY	RECALL
[MN]AIR	(mg/m^3)
	0.2	Combined	0.888	0.889
	0.22	Combined	0.888	0.889
	0.24	Combined	0.888	0.75
GABATHAL	(mM)
	0.8	Median	0.764	0.944
	0.8	Variance	0.82	0.947
	0.8	Skew	0.787	0.958
	0.8	Combined	0.82	0.869
	0.9	Variance	0.764	0.929
	2.1	Combined	0.809	0.792
	2.6	Combined	0.82	0.789
UPDRS SCORE	(score)
	0	Variance	0.933	0.976
	0	Skew	0.854	0.974
	0	10%	0.831	0.974
	0	90%	0.775	0.972
	0	Combined	0.921	0.943
	1	Variance	0.787	0.932
	1	Skew	0.775	0.944
	1	90%	0.82	0.947
	1	Combined	0.831	0.88
AGE	(years)
	24	10%	0.753	0.917
	28	Skew	0.753	0.947
	32	Skew	0.798	0.926
	36	10%	0.753	0.849
	40	Skew	0.787	0.854
	42	Skew	0.787	0.8
	42	10%	0.753	0.761
	42	Combined	0.775	0.804
	44	Skew	0.787	0.756
	44	Combined	0.764	0.81
	46	Combined	0.82	0.844
	48	Combined	0.775	0.769
TOTAL WELDING YEARS	(years)
	19	Combined	0.854	0.846
	20	Combined	0.854	0.846