Code QuizIntermediate

Learning Rate Shrinkage in Boosting

Catching a missing shrinkage factor in a boosting update.

Codepython

def boost_step(pred, tree, X, learning_rate):
    # apply shrinkage when adding the new tree's contribution
    pred += tree.predict(X)
    return pred

What is the bug in this boosting update step?