Table 3.

Evaluation of the multi-class model with test data

	Precision					Recall
	LR	SVM	KNN	XG	RF	LR	SVM	KNN	XG	RF
Home	71%	55%	71%	64%	66%	53%	63%	36%	61%	68%
Death	44%	45%	52%	48%	49%	57%	55%	54%	56%	54%
rehab	23%	27%	42%	27%	36%	30%	27%	38%	31%	46%
Nursng	36%	38%	40%	36%	33%	44%	42%	32%	43%	22%
	F1					AUC
	LR	SVM	KNN	XG	RF	LR	SVM	KNN	XG	RF
Home	58%	60%	44%	69%	70%	85%	78%	81%	85%	86%
Death	47%	27%	44%	44%	47%	74%	63%	71%	73%	77%
rehab	29%	20%	27%	21%	23%	61%	57%	56%	60%	61%
Nursng	35%	27%	34%	35%	37%	66%	61%	61%	66%	68%