Table 2 Comparison of model fit and sensitivity of detecting areas with an elevated risk
Neighbourhood type | Kappa | Fraction | DIC | AUC* | Sensitivity of detecting SLAs with elevated risks (PP cut-off = 0.33) | Specificity |
|---|---|---|---|---|---|---|
Queen-1 | 0.05 | 22% | 2283 | 0.61 | 77% | 41% |
Queen-2 | 0.05 | 51% | 2282 | 0.62 | 78% | 43% |
Rook-1 | 0.05 | 14% | 2282 | 0.62 | 76% | 41% |
Rook-2 | 0.05 | 41% | 2282 | 0.62 | 78% | 39% |
Distance | 0.07 | 41% | 2274 | 0.62 | 80% | 30% |
Weight-1 (1/distance) | 0.07 | 41% | 2213 | 0.62 | 80% | 30% |
Weight-2 (1/distance2) | 0.12 | 98% | 2204 | 0.61 | 75% | 44% |
Weight-3 (1/distance3) | 0.08 | 93% | 2218 | 0.59 | 75% | 46% |
Weight 4 (Gravity) | 0.15 | 99% | 2202 | 0.60 | 74% | 39% |
Weight 5 (Entropy) | 0.08 | 91% | 2227 | 0.60 | 74% | 47% |
Weight 6 (Density) | 0.14 | 97% | 2208 | 0.60 | 74% | 37% |
Weight 7 (Covariate) | 0.10 | 95% | 2210 | 0.62 | 74% | 47% |