Table 9 The overall results that are macro- and weighted-averaged, as well as the macro-averaged analysis of the results for each class provided with time-attribute provided in terms of Precision, Recall, and F1-measure.

Risk indicator	Time attribute	Precision	Recall	F1-score	Support
Diabetes	Before_dct	0.78	0.85	0.81	278
	During_dct	0.49	0.33	0.39	204
	After_dct	0.00	0.00	0.00	100
CAD	After_dct	0.67	0.63	0.65	107
	Before_dct	0.78	0.93	0.85	258
	During_dct	0.00	0.00	0.00	81
Hypertension	After_dct	0.89	0.79	0.84	116
	Before_dct	0.00	0.00	0.00	53
	During_dct	0.79	0.87	0.83	495
Hyperlipidemia	After_dct	0.00	0.00	0.00	97
	Before_dct	0.00	0.00	0.00	107
	During_dct	0.66	0.95	0.78	27
OBESE	After_dct	0.73	0.67	0.70	15
	Before_dct	0.00	0.00	0.00	41
	During_dct	0.89	0.75	0.82	60
Medication	After_dct	0.61	0.26	0.36	706
	Before_dct	0.62	0.42	0.50	798
	During_dct	0.67	0.34	0.45	558
Accuracy				0.9366	42946
Macro average		0.3383	0.2920	0.2899	42946
Weighted avg		0.9265	0.9366	0.9290	42946
Micro average				0.9366	42946

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