From: Secure Multi-pArty Computation Grid LOgistic REgression (SMAC-GLORE)
β | Dataset 1 | Dataset 2 | Dataset 3 | Dataset 4 | ||||
---|---|---|---|---|---|---|---|---|
2-party SMAC-GLORE | Ordinary LR | 2-party SMAC-GLORE | Ordinary LR | 2-party SMAC-GLORE | Ordinary LR | 2-party SMAC-GLORE | Ordinary LR | |
β 1 | 1.7632 | 1.7647 | −0.6592 | −0.6567 | −0.5093 | −0.5066 | −1.5126 | −1.5168 |
β 2 | 0.3369 | 0.3374 | 0.3174 | 0.3179 | 0.5767 | 0.5777 | −0.3516 | −0.3488 |
β 3 | 1.1885 | 1.1902 | −0.2212 | −0.2195 | 0.4102 | 0.4138 | 0.2822 | 0.2855 |
β 4 | −1.6514 | −1.6500 | −1.3115 | −1.3098 | −1.8940 | −1.8939 | −1.4873 | −1.4873 |