Table 1.

Ranking of feature importance.

Ranking	Feature	Feature importance coefficient
1	MAP	0.260602
2	ap_hi	0.155965
3	ap_lo	0.116014
4	PP	0.110476
5	age	0.094877
6	cholesterol	0.077568
7	weight	0.048473
8	BMI	0.038585
9	gluc	0.036257
10	smoke	0.016611
11	active	0.015657
12	alco	0.013322
13	gender	0.008640
14	height	0.006953