Table 10 Model metrics: Youth Suicide
From: Neighborhood predictors of suicide and firearm suicide in Detroit, Michigan
Model | AIC | AUC | Sens | Spec | AUPRC | Balanced Accur |
|---|---|---|---|---|---|---|
Random Forest | – | 0.6861 | 0.4545 | 0.8472 | 0.0899 | 0.6509 |
XGBoost | – | 0.6138 | 0.0909 | 0.9323 | 0.0606 | 0.5116 |
Model 1, all vars | 928.1 | 0.7343 | 0 | 1 | 0.1223 | 0.5000 |
Model 2, selected vars | 881.7 | 0.6833 | 0 | 1 | 0.0871 | 0.5000 |
Model 3, offset, all vars | 925.3 | 0.7311 | 0 | 1 | 0.1262 | 0.5000 |
Model 4, offset, selected vars | 883.6 | 0.6762 | 0 | 1 | 0.0861 | 0.5000 |