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Feature importance results obtained from RF
| All-inclusive model (Model 1) | Biomarker (Model 2) | Sociomarker (Model 3) | |
|---|---|---|---|
| Age | 0.22 | 0.26 | 0.44 |
| Gender | 0.05 | 0.04 | 0.08 |
| Race | 0.02 | 0.03 | 0.04 |
| Duration | 0.34 | 0.61 | NA |
| Severity | 0.07 | 0.05 | NA |
| Blight | 0.05 | NA | 0.07 |
| Broken window | 0.04 | NA | 0.05 |
| Dumping trash | 0.04 | NA | 0.06 |
| Neighborhood quality | 0.05 | NA | 0.06 |
| Neighborhood inequality | 0.04 | NA | 0.08 |
| Poverty | 0.05 | NA | 0.06 |
| Medicaid | 0.03 | NA | 0.06 |
