Table 6 Average and std of data utility metrics computed over 10 independently generated synthetic datasets. LYMYLEUK small-set
|  | PCD ↓ | Log-Cluster ↓ | CrCl-RS (1) | CrCl-SR (1) | Supp. Coverage ↑ |
|---|---|---|---|---|---|
Method | Â | Â | Â | Â | Â |
IM | 0.47 (0.01) | -4.94 (0.24) | 0.97 (0.0) | 1.0 (0.0) | 0.98 (0.01) |
BN | 0.2 (0.01) | -6.24 (0.09) | 0.99 (0.0) | 1.0 (0.0) | 0.98 (0.01) |
PoM | 0.03 (0.01) | -9.78 (0.57) | 1.0 (0.0) | 1.0 (0.0) | 1.0 (0.01) |
CLGP | 0.15 (0.01) | -6.88 (1.2) | 0.99 (0.01) | 1.0 (0.01) | 1.0 (0.0) |
MC-MedGAN | 0.56 (0.01) | -2.29 (0.07) | 0.9 (0.01) | 0.79 (0.01) | 0.94 (0.01) |
MICE-LR | 0.04 (0.01) | -7.77 (0.36) | 0.99 (0.0) | 1.0 (0.0) | 1.0 (0.0) |
MICE-LR-DESC | 0.02 (0.01) | -7.06 (0.26) | 0.99 (0.0) | 1.0 (0.0) | 0.98 (0.01) |
MICE-DT | 0.02 (0.0) | -10.63 (0.32) | 1.01 (0.0) | 1.0 (0.0) | 0.99 (0.01) |