Table 4.

Mean absolute SHAP values & overall % contributions.

For CVD Prediction			For VD Deficiency Prediction
Features	SHAP Scores	% Scores	Features	SHAP Scores	% Scores
SBP	0.2974	35.1	SBP	0.0690	19.0
DBP	0.1630	19.2	GLU	0.0326	9.0
age	0.0786	9.3	DBP	0.0322	8.9
WHR	0.0446	5.3	BMI	0.0306	8.4
BMI	0.0376	4.4	CVD	0.0292	8.0
INS	0.0330	3.9	TG	0.0192	5.3
GLU	0.0297	3.5	TC	0.0187	5.2
Acitivity_3	0.0250	3.0	HDL	0.0182	5.0
VD_Deficiency	0.0238	2.8	age	0.0178	4.9
Acitivity_1	0.0228	2.7	INS	0.0161	4.4
TG	0.0179	2.1	gender_1	0.0122	3.4
T2DM	0.0159	1.9	Activity_1	0.0121	3.3
VD_Insufficiency	0.0117	1.4	WHR	0.0112	3.1
HDL	0.0086	1.0	Activity_3	0.0088	2.4
gender_1	0.0074	0.9	high-fat	0.0082	2.3