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

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
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)