Table 8 The overall results that are macro- and weighted-averaged, as well as the macro-averaged analysis of the results for each class of information provided in terms of Precision, Recall, and F1-measure.

Risk factor	Indicator	Precision	Recall	F1-score	Support
Diabetes	a1c	0.67	0.92	0.77	64
	Glucose	1.00	0.07	0.13	29
	Mention	0.98	1.00	0.99	489
CAD	Event	0.71	0.76	0.74	173
	Mention	0.84	0.93	0.88	183
	Symptom	0.89	0.80	0.84	65
	Test	0.89	0.12	0.21	25
Hypertension	High_bp	0.98	0.99	0.98	186
Hypertension	mention	1.00	0.99	0.99	478
Hyperlipidemia	High_chol	0.00	0.00	0.00	7
	High_ldl	0.85	0.74	0.79	24
	Mention	0.98	1.00	0.99	200
OBESE	Obese_bmi	0.00	0.00	0.00	9
OBESE	Mention	0.93	1.00	0.97	107
Smoker	Smoker_current	0.00	0.00	0.00	36
	Smoker_ever	0.00	0.00	0.00	3
	Smoker_never	0.93	0.96	0.94	111
	Smoker_past	0.78	0.85	0.81	110
	Smoker_unknown	0.99	0.97	0.98	197
Medication		0.82	0.51	0.63	2062
Family history		0.87	0.90	0.88	13
Accuracy				0.9366	42,946
Macro average		0.3383	0.2920	0.2899	42,946
Weighted avg		0.9265	0.9366	0.9290	42,946
Micro average				0.9366	42,946

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