Table 11 LogCluster performance metric on several synthetic sample sizes
# of synthetic samples | ||||
|---|---|---|---|---|
5k | 10k | 20k | ∼170k (all) | |
IM | -5.072 | -4.978 | -5.118 | -6.000 |
BN | -6.747 | -7.053 | -7.533 | -8.528 |
MPoM | -7.106 | -7.991 | -8.739 | -10.191 |
CLGP | -6.991 | -7.183 | -7.360 | -8.056 |
MC-MedGAN | -3.177 | -3.170 | -3.238 | -3.185 |
MICE-LR | -6.924 | -7.275 | -7.797 | -8.323 |
MICE-LR-DESC | -7.232 | -7.875 | -8.422 | -9.440 |
MICE-DT | -7.141 | -7.867 | -8.863 | -11.603 |