Closed
Description
Describe the issue linked to the documentation
The documentation on this page https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.AdaBoostClassifier.html
Describes the learning rate as "Learning rate shrinks the contribution of each classifier by learning_rate. There is a trade-off between learning_rate and n_estimators."
The wording of this description suggests that a higher learning rate = more shrinking of the contribution of each classifier by learning_rate.
Suggest a potential alternative/fix
The description would improve by replacing the word "shrinks," or by providing an example.
E.g.,
"Learning rate adjusts the contribution of each classifier..."
or
"Learning rate shrinks the contribution . . . where a higher learning rate increases the contribution of each each classifier"