What will increasing the size of the "minbucket" option do in random forests?
A) No effect
B) Increase the number of trees used for the solution
C) Trees in the forest will be more complex (more splits)
D) Trees in the forest will be less complex (fewer splits)

Question

Quizplus · Accepted Answer

Increasing the size of the "minbucket" option will lead to trees in the forest being less complex as the algorithm will stop splitting nodes when the number of samples in a node falls below the specified "minbucket" value. This will lead to smaller trees with fewer splits.

What Will Increasing the Size of the "Minbucket" Option Do