Journal of Biomedical Semantics

Table 4 Q(R, w*), precision, recall and F1-score calculated for a selected rule for each ADL

From: Predicting activities of daily living for cancer patients using an ontology-guided machine learning methodology

ADL	AQ21 Q(R, w)	AQ21-OG Q(R, w)	AQ21 precision	AQ21OG precision	AQ21 recall	AQ21-OG recall	AQ21 F1-score	AQ21-OG F1-score
Bathing	0.642	0.653	0.91	0.92	0.29	0.31	0.44	0.46
Chairing	0.489	0.546	0.92	1.0	0.12	0.13	0.21	0.23
Dressing	0.451	0.633	0.86	1.0	0.1	0.21	0.17	0.35
Eating	0.617	0.697	1.0	1.0	0.2	0.3	0.33	0.46
Toileting	0.584	0.584	1.0	1.0	0.16	0.16	0.28	0.28
Walking	0.457	0.472	1.0	1.0	0.07	0.08	0.13	0.15

*w = 0.3

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ISSN: 2041-1480

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