Hello Guys,
I am using autoML for training purposes, however my dataset is very imbalanced.
It is a multiclass task with 5 classes and I want to minimize this effect when training.
I have verified the documentation and it seems autoML support the creation of a new column with weights.
My doubts are: What is the range I am supposed to use? At this moment I am using 30, 40, 1.5 and 4. Can I use them? Also, for new dataset this column will not exist anymore, so how can the model understand that?