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

Table 7.

Average and std of data utility metrics computed over 10 independently generated synthetic datasets. RESPIR small-set

PCD Log-Cluster CrCl-RS (1) CrCl-SR (1) Supp. Coverage
Method
IM 0.9 (0.0) -3.62 (0.14) 0.94 (0.0) 1.0 (0.0) 1.0 (0.01)
BN 0.24 (0.0) -7.47 (0.68) 0.98 (0.0) 1.0 (0.0) 0.99 (0.01)
PoM 0.03 (0.0) -10.47 (0.37) 1.0 (0.0) 1.0 (0.0) 1.0 (0.0)
CLGP 0.13 (0.01) -7.63 (0.52) 1.0 (0.01) 1.0 (0.01) 1.0 (0.0)
MC-MedGAN 0.64 (0.01) -2.12 (0.06) 0.86 (0.01) 0.75 (0.01) 0.98 (0.01)
MICE-LR 0.06 (0.01) -8.3 (0.2) 0.99 (0.0) 1.0 (0.0) 1.0 (0.0)
MICE-LR-DESC 0.04 (0.01) -6.8 (1.2) 0.97 (0.0) 1.0 (0.0) 1.0 (0.01)
MICE-DT 0.02 (0.0) -11.25 (0.21) 1.01 (0.0) 1.0 (0.0) 0.99 (0.01)