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Table 1 Implementation results for iDASH dataset with 10-fold CV

From: Logistic regression model training based on the approximate homomorphic encryption

Sample

Feature

degg

Iter

Enc

Learn

Storage

Accuracy

AUC

num

num

 

num

time

time

   

1579

18

3

9

4s

7.94 min

0.04 GB

61.72%

0.677

  

5

7

4s

6.07 min

0.04 GB

62.87%

0.689

  

7

7

4s

7.01 min

0.04 GB

62.36%

0.689