From: Generating mobility networks with generative adversarial networks
Data | MoGAN | Random Weighted | Rel. Improvement | |||
---|---|---|---|---|---|---|
\(JS_{m}\) | \(JS_{s}\) | \(JS_{m}\) | \(JS_{s}\) | \(\Delta _{m}\), RW | \(\Delta _{s}\), RW | |
\(\mathrm{NYC}_{\mathrm{bike}}\) | 0.06 | 0.08 | 0.45 | 0.63 | 86% | 88% |
\(\mathrm{NYC}_{\mathrm{taxi}}\) | 0.09 | 0.11 | 0.37 | 0.59 | 76% | 82% |
\(\mathrm{CHI}_{\mathrm{bike}}\) | 0.14 | 0.16 | 0.4 | 0.56 | 64% | 71% |
\(\mathrm{CHI}_{\mathrm{taxi}}\) | 0.08 | 0.09 | 0.37 | 0.55 | 79% | 84% |