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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