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Table 6 Performance for the financial dataset with a fixed number of covariates equal to 31

From: Privacy-preserving logistic regression training

# training records

Computation time

AUC SFH

AUC glmfit

700

30 min

0.9416

0.9619

800

36 min

0.9411

0.9616

900

40 min

0.9409

0.9619

1000

45 min

0.9402

0.9668

  1. The number of testing records is for each row equal to the total number of input records (20,000) minus the number of training records