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. 2020 May 7;20:108. doi: 10.1186/s12874-020-00977-1

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

BREAST small-set. Values shown are the average performance over 10 independently generated synthetic samples