# Can we use boosting algorithms like Adaboost and gradient boosting with only one classifier

I have been working on ensemble learning and I came across this doubt that unlike other ensemble learning algorithms like voting classifier a can we only use one classifier with boosting.

Boosting round 0: Add decision tree