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Table 4 Performance for the genomic dataset with a fixed number of covariates equal to 20

From: Privacy-preserving logistic regression training

# training records

Computation time

AUC SFH

AUC glmfit

500

22 min

0.6348

0.6287

600

26 min

0.6298

0.6362

800

35 min

0.6452

0.6360

1000

44 min

0.6561

0.6446

  1. The number of testing records is for each row equal to the total number of input records (1581) minus the number of training records