Table 3.

Accuracy, precision, recall and F-1 score of XGBoost, random forest and logistic regression in classification models.

	Class 0 (ADL <= 50)			Class 1 (ADL > 50)			Accuracy	Macro fl score
	Precision	Recall	F1-score	Precision	Recall	F1-score
Random forest	0.92	0.94	0.93	0.96	0.95	0.95	0.94	0.94
Logistic regression	0.9	0.9	0.9	0.94	0.93	0.94	0.92	0.92
XGboost	0.92	0.89	0.91	0.93	0.95	0.94	0.92	0.92