Auto Model Considering ID into feature weights

msacs09

How do we avoid Auto model not to include Id into feature weights. I even ensured to set the role for it as ID and yet it considers and worse it gives highest weight as well in some occasions. How do we avoid this for Auto Model.

Thx

varunm1

Hello @mscas09,

Yes, the auto model converts all the attributes into regular attributes. You can just remove the column in selection during variable selection. I am not sure where you are making the changes, but the columns are changed into regular attributes in the "preprocessing" step of the auto model as shown in below images. If you could provide more info about your changes with either XML or screenshot, we could give more input.



Hope this helps.