Table 5.
Top 5 risk factors ranked by mean absolute Shapley value for cohorts A, B, C, and D (lite model).
Risk factor | ShapVal | P value | |
Cohort A | |||
|
Age | 0.496 | .002 |
|
Treatments taken count | 0.121 | .002 |
|
Waist circumference | 0.085 | .002 |
|
Male | 0.058 | .002 |
|
Self-report: noncancer count | 0.054 | .004 |
Cohort B | |||
|
Age | 0.721 | .002 |
|
Treatments taken count | 0.079 | .014 |
|
Waist circumference | 0.071 | .040 |
|
Male | 0.048 | .010 |
|
BMI | 0.034 | .242 |
Cohort C | |||
|
Waist circumference | 0.153 | .002 |
|
Age | 0.120 | .002 |
|
Treatments taken count | 0.102 | .002 |
|
Self-report: noncancer count | 0.064 | .002 |
|
T2DMa | 0.050 | .002 |
Cohort D | |||
|
Age | 0.056 | .002 |
|
Waist circumference | 0.248 | .002 |
|
Treatments taken count | 0.154 | .002 |
|
Male | 0.098 | .002 |
|
BMI | 0.043 | .036 |
aT2DM: type 2 diabetes mellitus.