Table 2.

Factors that affect HBP and their weights.

Factor name	Normalized weight		Original value
	With FPG	Without FPG	Imputed values	Avg	Std	Max	Min	Units
Arterial pulse	0.116	0.118	74.79	74.79	6.48	119	56	Beats/min
Age	0.115	0.108	38	38	15.62	68	14	Year
FPG	0.069	✗	4.73	4.73	0.9	15.2	2.1	mmol/L
Freq. eating pickles	0.062	0.061	1/m	[1/m or less, 2~3/m, 1~2/w, 3~6/w, >=7/w] ∗
BMI	0.058	0.058	22.56	22.56	2.83	39.05	14.7	kg/m 2
Height	−0.057	−0.061	163.21	163.21	7.83	184	120	cm
Waistline	0.057	0.057	77.99	77.99	8.89	111	51	cm
Hip circum.	0.057	0.045	88.75	88.75	10.56	137	62	cm
Salt intake	0.028	0.026	0.56	0.56	0.28	3.5	0.15	500 g/m
Years of drinking	0.028	0.025	0	2.56	7.72	51	0	Year
Intake of animal oil	−0.026	−0.033	0.14	0.14	0.39	4	0	500 g/m
Sleep quality	−0.023	−0.023	Ordinary	[bad, ordinary, good]
Female menstruation regularity	−0.02	−0.023	1	—	—	—	—	Boolean
Divorced	0.019	0.022	0	—	—	—	—	Boolean
Intake of plant oil	0.018	0.022	3.09	3.09	1.28	15	0.15	500 g/m
Work-time physical activity	−0.016	−0.025	Median	[rare, light, median, heavy, extremely heavy]
Drinking white liquor	0.015	0.015	0	0.97	2.56	43	0	Times/w
Drinking tea	0.015	0.014	Occasional	[none, occasional, often]
Times of bearing	0.015	0.016	0	1	1.38	10	0	Times
Family food expenditure per month	0.014	0.024	861.04	861.04	694.95	6000	50	RMB
Meat intake type	0	0.01	no meat	[no meat, lean, half fat and half lean, fat]
Staple food intake	0	0.013	13.67	13.67	4.39	30	4	50 g/d
Times of abortion	0	0.011	0	0.04	0.28	5	0	Times

Weights are the mean value of 100 prediction tests.

For quantization values, for example, sleep quality, its corresponding original values are enumerated in original value column.

∗/m means ~per month and /w, /d means ~per week, ~per day, respectively.

Unit Boolean means that this attribute value is of Boolean type, value 1 refers to true and value 0 refers to false.