Transient ischemic attack analysis through non-contact approaches

Table 3 Confusion matrix of different classification algorithms

Classification algorithm	Actual action	Predict action (Number of samples)
Classification algorithm	Actual action	Standing	Sitting	Lying	Stand up	Sit down	Walk	TIA
SVM	Standing	74	0	1	0	0	0	0
	Sitting	0	65	10	0	0	0	0
	Lying	0	7	68	0	0	0	0
	Stand up	0	0	0	75	0	0	0
	Sit down	0	0	0	0	72	0	3
	Walk	0	0	0	0	0	75	0
	TIA	0	0	0	0	2	0	73
RF	Standing	75	0	0	0	0	0	0
	Sitting	0	70	5	0	0	0	0
	Lying	0	8	67	0	0	0	0
	Stand up	0	0	0	74	1	0	0
	Sit down	0	0	0	1	72	0	2
	Walk	0	0	0	0	0	75	0
	TIA	0	0	0	0	1	0	74