Table 9 Average and std of performance metrics computed on 10 synthetic datasets generated from LYMYLEUK large-set
|  | PCD ↓ | Log-Cluster ↓ | CrCl-RS (1) | CrCl-SR (1) | Supp. Coverage ↑ |
|---|---|---|---|---|---|
Method | Â | Â | Â | Â | Â |
IM | 9.09 (0.01) | -2.89 (0.08) | 0.69 (0.0) | 1.0 (0.01) | 0.97 (0.01) |
BN | 1.59 (0.01) | -9.1 (1.08) | 0.94 (0.0) | 1.0 (0.0) | 0.98 (0.01) |
PoM | 1.45 (0.01) | -7.58 (0.42) | 0.86 (0.0) | 1.0 (0.01) | 0.99 (0.0) |
CLGP | 0.73 (0.02) | -8.34 (0.94) | 0.94 (0.01) | 1.02 (0.01) | 1.0 (0.0) |
MC-MedGAN | 22.9 (0.02) | -1.42 (0.01) | 0.45 (0.02) | 0.47 (0.01) | 0.38 (0.01) |
MICE-LR | 1.32 (0.02) | -4.8 (0.16) | 0.85 (0.0) | 1.07 (0.0) | 0.98 (0.0) |
MICE-LR-DESC | 2.38 (0.04) | -3.55 (0.19) | 0.82 (0.0) | 1.05 (0.0) | 0.99 (0.0) |
MICE-DT | 0.12 (0.02) | -10.92 (0.33) | 1.02 (0.0) | 1.0 (0.0) | 0.98 (0.01) |