Table 7 Average and std of data utility metrics computed over 10 independently generated synthetic datasets. RESPIR small-set
|  | PCD ↓ | Log-Cluster ↓ | CrCl-RS (1) | CrCl-SR (1) | Supp. Coverage ↑ |
|---|---|---|---|---|---|
Method | Â | Â | Â | Â | Â |
IM | 0.9 (0.0) | -3.62 (0.14) | 0.94 (0.0) | 1.0 (0.0) | 1.0 (0.01) |
BN | 0.24 (0.0) | -7.47 (0.68) | 0.98 (0.0) | 1.0 (0.0) | 0.99 (0.01) |
PoM | 0.03 (0.0) | -10.47 (0.37) | 1.0 (0.0) | 1.0 (0.0) | 1.0 (0.0) |
CLGP | 0.13 (0.01) | -7.63 (0.52) | 1.0 (0.01) | 1.0 (0.01) | 1.0 (0.0) |
MC-MedGAN | 0.64 (0.01) | -2.12 (0.06) | 0.86 (0.01) | 0.75 (0.01) | 0.98 (0.01) |
MICE-LR | 0.06 (0.01) | -8.3 (0.2) | 0.99 (0.0) | 1.0 (0.0) | 1.0 (0.0) |
MICE-LR-DESC | 0.04 (0.01) | -6.8 (1.2) | 0.97 (0.0) | 1.0 (0.0) | 1.0 (0.01) |
MICE-DT | 0.02 (0.0) | -11.25 (0.21) | 1.01 (0.0) | 1.0 (0.0) | 0.99 (0.01) |