Out-of-sample crash prediction on City Crash and Exposure Data (Total LOCO) (All cities)
-28.19Predictive Log-LikelihoodIndep RE
Evaluation results
| Method | Links | |
|---|---|---|
| Indep RERandom-effects prior=independent hierarchical2026.06 | -28.19 | |
| GP HDV-onlyRandom-effects prior=Gaussian Process, Kernel type=log-HDV-frequency similarity2026.06 | -29.57 | |
| GP learnedRandom-effects prior=Gaussian Process, Kernel type=learned embedding2026.06 | -30.17 | |
| GP EuclideanRandom-effects prior=Gaussian Process, Kernel type=Euclidean covariate distance2026.06 | -30.23 | |
| Single poolRandom-effects prior=none2026.06 | -133.16 |