From: Neural networks for modeling gene-gene interactions in association studies
Low risk | High risk | |
---|---|---|
a1 = 2· a0; a2 = 4· a0 | a1 = 5· a0; a2 = 10· a0 | |
b1 = 5· b0; b2 = 10· b0 | b1 = 5· b0; b2 = 10· b0 | |
Theoretical penetrance matrix |
|
|
Neural network | ||
Mean absolute difference E |
|
|
Sum | 0.2428 | 0.2178 |
Logistic regression | ||
Mean absolute difference E |
|
|
Sum | 0.3965 | 0.4887 |
Logistic regression (design variables) | ||
Mean absolute difference E |
|
|
Sum | 0.1637 | 0.1833 |