Effect (XAI)

The effect of a feature jj can be computed like this for sample ii.

effect⁡j(i)=wjxj(i)\operatorname{effect}_j^{(i)}=w_j x_j^{(i)}

We can visualize the effect Distribution for a dataset with an Effect Plot.

Bildschirmfoto 2023-06-14 um 22.13.20.png