so this over here will show you the reconstruction error per feature so it's just to show you and give you a sense of which feature contributed more to a particular observation for a customer yeah and then if you are interested you know after this presentation you can go home and you can build your own auto-encoders you can visit the Kegel comm website and you can get this data set and so just a recap right of reconstruction errors in terms of like a real-life situation with this image right the input data would be your