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Table 17 Percentage of SEER edit check failures: BREAST cancer with 10 and 40 variables

From: Generation and evaluation of synthetic patient data

Method

% of Failures

 

10vars

40vars

IM

0.53 (0.08)

6.2 (0.02)

BN

0.04 (0.01)

1.95 (0.09)

MPoM

0.01 (0.02)

4.04 (0.12)

CLGP

0.28 (0.08)

3.81 (0.22)

MC-MedGAN

0.14 (0.06)

0(0)

MICE-LR

0.12 (0.03)

4.15 (0.1)

MICE-LR-DESC

0.19 (0.05)

4.66 (0.04)

MICE-DT

0.0 (0.0)

0.06 (0.03)