Question

Select True or False for the following statement: In Gradient Boosting, init is a hyperparameter that specifies the base estimator of the algorithm.

A)True
B)False

Answer 1

In Gradient Boosting, the init hyperparameter specifies the base estimator of the algorithm.

Step-by-step explanation:

The statement is True. In gradient boosting, the init hyperparameter does specify the base estimator of the algorithm. The base estimator is typically a decision tree in gradient boosting. The additively trained weak learners are combined in an iterative manner to build a strong learner.