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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