I am experimenting with xgboost.
I ran GridSearchCV with score='roc_auc' on xgboost. The best classificator scored ~0.935 (this is what I read from GS output). But now when I run best classificator on the same data:
it gives me score ~0.878
Could you tell me how the score is evaluated in both cases? Thanks