Table 1 Summary of data sets used in our experiments
From: Differentially private distributed logistic regression using private and public data
Data set | Data set description | # of attributes | # of samples | Class distribution (negative/positive) |
|---|---|---|---|---|
1 | German breast cancer | 9 | 686 | 43.6% / 56.4% |
2 | Hospital discharge | 17 | 8,668 | 4.4% / 95.6% |
3 | SEER breast Cancer | 37 | 55,000 | 21.0% / 79.0% |