Let us say I have labelled training data. P predictors, C classes, N exemplars. I also have one additional dimension (not calling it a predictor for now) which is the confidence of the label in the Class column.
Now what if I have some additional information regarding the confidence of the class labels. Perhaps I had more agreement by curators on the class label of a particular exemplar than another.
Is there a way to take advantage of this information?