Table 8 Model metrics: Youth Firearm Suicide
From: Neighborhood predictors of suicide and firearm suicide in Detroit, Michigan
Model | AIC | AUC | Sens | Spec | AUPRC | Balanced Accur |
|---|---|---|---|---|---|---|
Random Forest | – | 0.6670 | 0.2500 | 0.8846 | 0.0495 | 0.5673 |
XGBoost | – | 0.4342 | 0.1667 | 0.8825 | 0.0238 | 0.5246 |
Model 1, all vars | 611.6 | 0.7511 | 0 | 1 | 0.0994 | 0.5000 |
Model 2, selected vars | 560.9 | 0.7818 | 0 | 1 | 0.0799 | 0.5000 |
Model 3, offset, all vars | 607.6 | 0.7540 | 0 | 1 | 0.1116 | 0.5000 |
Model 4, offset, selected vars | 555.1 | 0.6624 | 0 | 1 | 0.0429 | 0.5000 |