Development and Evaluation of BLE-Based Room-Level Localization to Improve Hand Hygiene Performance Estimation

Table 4

Best models using different number of beacons.

Beacon #	Classification	Window size (s)	Overlap (%)	F1-score	Accuracy	Recall	Precision
B4	Binary	5	0	0.84	0.81	0.88	0.80
B4	Multiclass	5	0	0.56	0.60	0.57	0.57
B24	Multiclass	5	0	0.61	0.65	0.62	0.61
B234	Multiclass	5	0	0.65	0.69	0.66	0.65
B1234	Multiclass	5	0	0.67	0.71	0.67	0.68