A comprehensive scheme for the objective upper body assessments of subjects with cerebellar ataxia

Table 5 Experimental results of different combination of feature selection and binary classification methods

Classifier	FS	Recall	Precision	MCC	ACC	AUC
QDA	FBE	0.98	0.98	0.90	96.4	0.97
	RF	0.93	0.98	0.81	92.7	0.96
	RELIEF	0.93	0.90	0.66	87.3	0.88
	LASSO	0.85	0.90	0.54	81.8	0.87
LD	FBE	0.90	0.93	0.67	87.3	0.85
	RF	0.85	0.90	0.54	81.8	0.80
	RELIEF	0.88	0.78	0.19	72.7	0.65
	LASSO	0.83	0.79	0.20	70.9	0.82
SVM	FBE	0.83	0.92	0.57	81.8	0.85
	RF	0.88	0.92	0.64	85.5	0.89
	RELIEF	0.90	0.97	0.78	90.9	0.95
	LASSO	0.90	0.93	0.67	87.3	0.90
KNN	FBE	0.95	0.98	0.86	94.5	0.97
	RF	0.90	0.93	0.67	87.3	0.90
	RELIEF	0.88	0.88	0.52	81.8	0.93
	LASSO	0.95	0.95	0.81	92.7	0.94

ISSN: 1743-0003