Table 3:
The top five features predicting attrition, as determined by the scaled SHAP values (raw SHAP × 10−3) shown in parentheses. shown in parentheses. BMI% shows the BMI% trajectory recorded during the observation window. Food Ins: Food insecurity. Visits Int: Visits intervals.
| Observation/Prediction window (months) | |||
|---|---|---|---|
| 1/1.5 | 2/3 | 3/4.5 | 6/9 |
| Age(41) | Insurance(15) | Visits Int(23) | Age(63) |
| Ethnicity(6) | BMI%(6) | BMI%(20) | Insurance(9) |
| Food Ins(5) | Race(5) | Age(10) | Visits Int(3) |
| Sex(5) | Age(5) | Food Ins(7) | Sex(2) |
| Insurance(3) | Sex(4) | Insurance(5) | BMI %(2) |