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. 2022 Dec 5;11(1):58. doi: 10.1140/epjds/s13688-022-00372-4

Table 2.

JS divergences of the distributions of the CPC scores. For each model, we report the JS divergence between mixed set and test set (column JSm) and the JS divergence between synthetic set and test set (column JSs). The last four Δx,Z-like columns represent the improvement of MoGAN compared to the Gravity model on the mixed and the synthetic sets (columns Δm,G and Δs,G) and the improvement of MoGAN compared to the Radiation model on the mixed and synthetic sets (columns Δm,R and Δs,R)

Data MoGAN Gravity Radiation Rel. Improvement
JSm JSs JSm JSs JSm JSs Δm,G Δs,G Δm,R Δs,R
NYCbike 0.06 0.08 0.46 0.15 0.72 0.12 86% 49% 91% 37%
NYCtaxi 0.09 0.11 0.53 0.14 0.83 0.15 83% 22% 89% 29%
CHIbike 0.14 0.16 0.29 0.25 0.56 0.26 51% 35% 75% 38%
CHItaxi 0.08 0.09 0.39 0.11 0.79 0.13 80% 21% 90% 30%