I'm using GridSearchCV
and RandomizedSearchCV
. I have a multi-class setting with 4 classes and an imbalanced dataset. Currently, I'm using f1_micro
as the scoring function. Now I would like to use instead micro averaging of AUC. Is there a possibility to use such a multi class AUC for GridSearchCV
and RandomizedSearchCV
?