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

Table 14.

Breast large-set. Log-cluster performance metric

# of synthetic samples
5k 10k 20k ∼170k (all)
IM -3.524 -3.583 -3.553 -3.550
BN -4.416 -4.489 -4.658 -4.539
MPoM -6.675 -7.132 -7.515 -7.753
CLGP -7.240 -7.632 -8.047 -8.235
MC-MedGAN -1.388 -1.388 -1.388 -1.388
MICE-LR -5.577 -5.605 -5.735 -5.862
MICE-LR-DESC -4.939 -5.009 -5.083 -5.173
MICE-DT -7.036 -7.713 -8.512 -10.593